MCP servers that extend AI capabilities with additional models, embeddings, and AI-powered services. Connect OpenAI, Anthropic, and other AI providers.
2329 servers available
Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
Ephemeral data sandbox for AI workflows with guardrails and security
MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.
AI memory layer — one shared, persistent memory across every AI tool you connect.
Give your AI agent a spending limit: approval controls and single-use virtual cards.
Korean NLP MCP server: morphological analysis, tokenization, spell & grammar checking (Bareun)
Hosted Google Calendar MCP server for AI agents. No self-hosting or Google Cloud setup.
Turn any idea, URL, doc, or PDF into on-brand visuals: 100+ formats, native in 150+ languages
Schedule agent work and report write-once outcomes via CueAPI from any MCP host.
Measured share of answer for 24 crypto and Web3 brands. An open dataset, not an audit of your site.
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.
Let Claude, Cursor, or ChatGPT author Mermaid diagrams your team can read and share.
Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS.
Rust MCP server for homelab logs, syslog, Docker logs, FTS search, and AI transcript correlation.
Rust MCP server and CLI for Unraid GraphQL operations across NAS, Docker, VM, and storage workflows.
MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.
Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model benchmarks.
Trainable non-fiction writing voice, presets, and an anti-AI-tells audit for Claude, via MCP.
Access live company and contact data from Explorium's AgentSource B2B platform.
Local-first project board MCP: an AI agent plans, works, verifies, and ships tickets from markdown.
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite with PII redaction and write-prevention
Generate AI images and videos (Flux, Nano Banana, Kling, Veo, 48+ models), refunds on failure.
DNS and email security: check SPF, DKIM, DMARC, DNSSEC, DANE and build the records. 45 tools.
Durable AI memory: recall distilled facts in a later session or subagent, and remember new ones.
The system of record for AI-written software.
MCP server for progressive tool usage at any scale (see https://klavis.ai)
Create manga and anime art from text. 24 styles, multi-panel stories, BYOK.
Runtime authority for AI agents: credential mediation, spend cap, approval gates, audit log.
Persistent memory for AI agents — log and recall conversation context over MCP.
The statistical analyst in your AI chat — validated, citable, re-runnable analysis of your data.
Safe-by-default SQL guardrails for AI agents: AST-checked queries, per-table policy, audit log.
Run 100+ AI models — image, video, audio, 3D — through one API with pay-per-use billing.
What every agent should know
Live market intelligence & AI content strategy: trends, competitor moves, content calendar.
Query Allen-Bradley and Siemens PLC projects, live tag values, and analyses in plain English.
Schedule and publish social posts to 11 platforms with media, campaigns, analytics and AI captions
PreClick scans links for threats and confirms intent match with high accuracy before agents click.
Video scene understanding for AI agents via the Primate Vision API.
Receipt-based verification for AI agent workflows — create, verify, and poll ephemeral proof objects
Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM on the read path.
Responsible-AI guardrails for agents: scoring with policy, injection & PII detection, DPDP.
SitePulsar AEO audits: fetch FIND/READ/USE agent-readiness scores for any website.
Fetch current stock prices and key data for symbols across global markets. Look up companies like…
Fetch the latest available stock quotes by ticker symbol across international markets. Check price…
Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i…
Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel…
Generate tailored quality criteria and scoring guides from your task descriptions. Refine objectiv…
Manage your family's calendars and lists in Cozi. View, create, and update appointments; organize…
Fetch and process content from specified URLs using the Oxylabs Web Scraper API.
Discover available topics and explore up-to-date, topic-tagged web content. Search to surface the…
Provide real-time cryptocurrency price data and market analysis.
Access and interact with anime and manga data seamlessly. Retrieve detailed information about your…
Interact with your HackMD notes and teams seamlessly. Manage your notes, view reading history, and…
Tamper-evident audit, MindQL, and Action Records — embedded memory database for AI agents.
Embed an AI chat widget on your website from your coding agent: provision, configure, get snippet.
Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesises one answer.
Track competitor brand demand across search, social and news. Free key at trendsapi.ai
Find rising topics before they peak across search and social. Free key at trendsapi.ai
Track crypto token and narrative attention across platforms. Free key at trendsapi.ai
Product and category demand signals across Amazon and social. Free key at trendsapi.ai
Consumer demand signals across search, shopping and social. Free key at trendsapi.ai
News sentiment score trends for any topic over time. Free key at trendsapi.ai
Spot keyword demand rising or fading across search and social. Free key at trendsapi.ai
Cross-platform social trend signals from TikTok, YouTube, Reddit and X. Free key at trendsapi.ai
Spotify top podcast trends and listening signals. Free key at trendsapi.ai
Trend data from Google, TikTok, Amazon, Reddit, YouTube, Steam, npm and more as JSON
X trending topics and discussion volume over time. Free key at trendsapi.ai
News sentiment scores over time, with growth for any topic. Free key at trendsmcp.ai
Detect grooming, bullying, fraud, and 16+ online threats across text, voice, image, and video.
PreClick scans links for threats and confirms intent match with high accuracy before agents click.
Pay-per-call agent superpowers: media/video gen, product demos, research, GTM, scraping, compute.
Run, build, and validate firmware on virtual hardware from your AI agent. Hardware knowledge corpus.
Build and publish websites through AI conversation.
63 tools for Apple Health, Fitbit, Oura & Health Connect data in Claude, ChatGPT, Grok & Mistral.
Build, version, review, and export websites, web apps, and games from a conversation.
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, writes and rewinds
Zero-auth MCP: image optimize, cited storage/format data, and dev utilities LLMs get wrong.
Multimodal video analysis MCP — transcription, vision, and OCR for any video URL.
Hosted MCP server connecting claude.ai, ChatGPT and other AI apps to your own computer
AI-native property MCP for Northern Cyprus (KKTC/TRNC): listings, prices, districts, yields.
Read-only fantasy analysis for ESPN, Yahoo, and Sleeper leagues via MCP
Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — all URN-cited.
The Laws of the Game and world football's major competitions, every claim cited to primary sources
Generate images, video, and audio with Glif's media-generation agent
Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 74 tools.
MCP server for Zooza — class scheduling, attendance, and booking for activity businesses.
AEC subcontractor vendor procurement plumbing layer. Preview - V3 launches 2027.
Insurance claims-side vendor procurement (IMEs, IA, surveillance). Preview - V2 launches Q3 2026.
Dispatch litigation work to legal-services vendors from any MCP-compatible AI workflow.
Brazilian fiscal MCP server - issue NF-e, NFC-e, NFS-e, CT-e, MDF-e and DC-e via SEFAZ.
Automate a real, logged-in browser on your own device — no stored credentials, no bot detection.
Cerca de text complet al pla Catalunya 2022 - RESET: 3 àmbits, 12 objectius, 91 accions. CA/EN/ES.
Remote MCP server for The Colony — a social network for AI agents (posts, DMs, search, marketplace).
Read-only MCP server for public WeJob jobs, formations, and companies.
Consult a multi-model panel on contested decisions via MCP: architecture, plan review, strategy.
Live power, energy, grid, gas, fiber & data-center site-selection infrastructure — query and cite.
Check AI crawler robots.txt policy and monitor public-site policy, sitemap, and llms.txt changes.
Persistent semantic memory for AI agents: store and recall text by meaning (RAG). x402
AI tools for agents: chat, summarize, classify, entity extraction, embeddings, transcription. x402
Live USD crypto spot prices by ticker (BTC, ETH, SOL, …) for AI agents. x402 pay-per-call.
AgisHub — pay-per-call tools for AI agents over x402 (USDC on Base). No API key.
Timezone tools for agents: convert, world clock, offset, lookup, date math, holidays, slots. x402
Web tools for agents: fetch URL as markdown (free MCP) + x402 scrape, links, AI JSON, snapshot.
Fire-and-forget webhooks for agents with guaranteed, retried delivery and status polling. x402
Tables and ledgers checked by arithmetic, not by a model. 24 tools. MCP 2026-07-28 ready.
Chinese almanac: lunar calendar, BaZi 八字, daily 宜忌, lucky-day picker, public holidays.
Deploy a live web app from one sentence. build_app + poll to a public HTTPS URL you own.
China facts a server outside China cannot get: real mainland reachability, 调休 holidays, ID/phone val
JSON/YAML, regex, diff, JWT, SQL dialects — the keyless millisecond ops an agent needs mid-task.
Markdown in, any format out. PDFs merged, split, watermarked. Runs on our own doc engines.
Statements, invoices, tables, ledgers — every result carries its own arithmetic proof.
Diagrams, badges, charts and QR codes as plain image URLs you can paste into Markdown.
Live data: weather, air quality, FX, CN/HK/US stocks, IP geo, domain, SSL, China reachability.
Cross-session, cross-device memory for your agent: remember and recall notes. No key to start.
Messy spreadsheets in, clean checkable tables out. Every result carries its arithmetic proof.
Recurring agent jobs that run on our servers and ping you only when the result changed.
Translation that never breaks structure: .srt timings, i18n key trees, PDF layout.
AI knowledge graph for architecture, portfolio, and digital strategy management.
Official central-bank & tax-authority rates from 100+ sources. No API key needed to start.
Apideck Unified API MCP — 330 tools across 200+ SaaS connectors (accounting, CRM, HRIS, ATS).
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
350+ production-ready APIs through one MCP server — weather, geocoding, validation, financial data.
Geographic data API: 250+ countries, 150K+ cities, IP geolocation, 161 live FX rates.
Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
Connect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work.
Free hosted MCP server by Baby Age Calculator: exact baby age, zodiac, and milestone dates. No key.
AI-agent verifier: verdict committed before the outcome graded against it; /review, /ledger.
DNS and email security scanner with 79 MCP tools for SPF, DMARC, DNSSEC, SSL, and brand audits.
Flight search & booking for AI agents. 400+ airlines, $20-50 cheaper than OTAs.
What a stock price is betting on: implied growth, duration, and margin, read from SEC filings.
Control a real Chrome browser to complete any task: fill forms, extract data, book flights.
Manage your Celigo integrator.io account: integrations, flows, connections, errors, and jobs.
MCP server for ChartForge — generate stunning charts and diagrams from natural language
Official Checkmarx MCP Server
A paid remote MCP for Pydantic AI structured output, built to return verdicts, receipts, usage logs,
Living knowledge graph for your repo: query with citations, remember/link facts, fact-check claims.
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.
Ask your app anything — revenue, errors, read-cost, growth — and get rendered charts back.
Retrieve loc_id boundary metadata, polygons, scopes, comparisons, and bounded exports.
Geospatial MCP server for earthquake, tsunami, volcano, disaster, and FX data queries.
Historical FX rates for 100+ currencies vs USD from IMF and World Bank data, 1940-present.
Open manufacturing and maker facility locations for country and facility-type queries.
Global earthquake events from the USGS, 2150 BC-present: magnitude, depth, location, counts.
Global flood events and extent 1985-present from the Dartmouth Flood Observatory and GFD.
Resolve coordinates and geographic identifiers to loc_id, crosswalks, boundaries, and exports.
Global hurricane and tropical cyclone tracks from IBTrACS/NOAA, 1842-present. Wind and pressure.
Global population estimates from WorldPop, 2000-2030, at country and sub-national levels.
Convert WGS84 coordinates to the latest available administrative loc_id chain.
US tornado events 1950-present from the NOAA Storm Prediction Center: EF rating, tracks, damage.
Global tsunami events from NOAA NCEI, 2000 BC-present: wave height, runups, and counts.
UN Sustainable Development Goal indicators for all 17 goals, curated by country and year. Free.
Global volcanic eruptions from the Smithsonian Global Volcanism Program: VEI, location, dates.
Wildfire events and aggregates across global, U.S., and Canada sources. Paid via x402 USDC.
CIA World Factbook country indicators: infrastructure, energy, demographics, economy, 2002-2026.
World Bank World Development Indicators: curated country-year economy, health, education and more.
Read-only on-chain intel for AI agents on Base: balances, tokens, gas, tx status. No API keys.
Domain & company intel for AI agents: RDAP, DNS, email deliverability, tech stack. No API keys.
Macro data for AI agents: GDP, inflation, unemployment & trade, any country. No API keys.
SEC EDGAR for AI agents: company filings, financials and insider trades. No API keys.
Live & historical FX rates for AI agents, from European Central Bank data. No API keys.
npm, PyPI & crates.io intel for AI agents: versions, popularity, deps, health. No API keys.
US Federal Register for AI agents: rules, notices and executive orders. No API keys.
CVE lookups (NVD) and dependency-manifest audits (OSV) for AI agents. No API keys.
US weather, alerts, earthquakes and elevation for AI agents, from NWS/NOAA and USGS. No API keys.
Cross-border debt collection: submit and track cases handled by local partners in 183 countries.
AI session memory: the brief your AI reads before every session so no session starts cold.
Audit agent-distribution surfaces and create an evidence-based distribution plan.
Build owned-audience websites: pages, posts, products, subscribers, ShopMy/Shopify imports.
Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.
Drilling jobs, customers, invoices, crews, schedules, and well logs for well contractors.
E2LLM gives your AI eyes and hands in a real browser: structured perception (SiFR) plus action.
MCP server for the FFmpeg Micro video transcoding API — create, monitor, download transcodes.
Independent AI certification authority. Trust scores, search, comparison, and verification.
Ask what your AI agents cost. Per agent, across every vendor, from your editor.
Local-first MCP that scores your codebase's build readiness. Your code never leaves your machine.
Search live credit card merchant offers across Amex, Chase, Citi, PayPal, Rakuten, Capital One.
Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.
Spain's contributions to world science, exploration and culture, rigorously sourced
AI phone secretary: place calls, read transcripts, list calls, agents, and stats.
Goal and process maps for humans and AI agents on your own server.
23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier included.
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
Let ChatGPT, Claude & Cursor use your Mac: email, calendar, iMessage, Teams, files. Local, free.
md-log MCP: save/update/fetch markdown by path (stdio + remote HTTP, PAT auth).
US company filing obligations, plus a 25-check bookkeeping diagnostic. Sourced, dated, no signup.
Persistent memory layer that saves and recalls your project context and preferences.
Six tools for SEO and AI-readability audits. 91 checks, 11 score modules.
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.
Free, no-key Bible MCP server — 86 translations in 32 languages, from any MCP client.
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.
Follow Up Boss CRM in plain English. 160 tools; bring your own API key.
Web search for AI agents. Ranked results with page passages already extracted, plus URL to markdown.
Generate and edit images from your coding agent with Gemini and OpenAI, using your own API keys.
Create images and videos with OfflineCreator Studio through OAuth or the npm stdio server.
Sub-arcsecond ephemeris and astrology on NASA JPL DE440: natal, transits, eclipses, Human Design.
An MCP server connects your AI assistants to Infrahub using the open MCP standard.
Social intelligence for 8 networks: read posts, creators and trends, then create from them.
Anonymous eSIMs, phone numbers, and SMS codes in 190+ countries. Crypto-paid; agents self-onboard.
Generate images with any major model — one API key, one prepaid balance, one MCP.
A basic MCP server to operate on the Postman API.
Generate AI UGC video ads from any product URL — avatars, voiceover, OAuth Connect.
Model intelligence for AI agents — syntax, params, pricing for 67+ generative AI models.
Read your AI-written daily briefing and retune the filter behind it: feeds, newsletters, topics.
Transform video, audio and images, and generate media from prompts. FFmpeg, captions, models.
Verified data on 8,000+ AI tools: live status, pricing, sentiment, alternatives. Free, read-only.
Security-first WordPress MCP server. 129 tools for Claude, ChatGPT, Gemini. Free on wp.org.
Local-first, LLM-agnostic memory layer for AI assistants.
MCP tools for Sema — eval, compile, build, format, and docs for a Lisp with LLM primitives.
Code Intelligence Platform for AI Coding Agents
Multi-carrier shipping for AI agents: compare rates, buy labels, track packages, validate addresses
Deploy static websites from AI agents. Free at mcp.shipstatic.com — no install, no signup.
Contribution Exchange MCP: domain discovery, policies, preflight, proposals, and signals.
SigRank benchmark MCP: cascade metrics, leaderboard, operator profiles, simulation, diagnostics.
52 MCP tools for AI social media: create, distribute, analyze, and optimize content.
Website QA for your coding agent: audit SEO, performance, security, accessibility over MCP.
Create AI-powered short-form video clips from YouTube videos. Supports webhook callbacks.
Free Vedic astrology MCP: birth-chart, panchang & nakshatra tools. Public API, no key required.
MCP server integrating with Stripe - tools for customers, products, payments, and more.
The Teamwork.com official MCP server helps teams efficiently manage client projects with AI.
Person-owned AI memory that learns, not just stores — portable context for any MCP client.
Drive devices and APIs from their W3C Thing Description. You gate every operation.
Pre-computed market data that improves agent reasoning, reduces token usage, and replaces pipelines.
SSL/TLS scanning, free Let's Encrypt issuance, and certificate-expiry monitoring.
Transcripts from YouTube, TikTok, Instagram and direct media files, with AI transcription fallback.
Turn real-estate listing photos into property videos from your AI assistant.
One API for 100+ AI video, image, music and speech models.
MCP server for verifying EUDI/Talao wallet data via OIDC4VP (pull) for AI agents.
WordPress MCP server: generate SEO posts, AI images, autoblog & WooCommerce on your self-hosted site
The structured memory layer your AI is missing. Requires the free Wuniq desktop app.
Multi-language crypto news with editorial sentiment + importance scoring; cites original publisher.
Testing, benchmarking and auditing autonomous AI agents — methods, harnesses, evidence
Act on Avalanche from your agent: scaffold a dapp, deploy a contract, mint, and read chain state.
Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools
Local-first MCP server that snapshots your project's working state into one context object.
Structured failure knowledge for AI agents — dead ends, workarounds, error chains
Package intelligence MCP for AI agents — 22 tools, 19 ecosystems, AGPL SDK, free.
Local-only MCP server for source-attributed Markdown memory and documentation retrieval.
Eyes and hands for AI agents on Android and iOS devices.
Let AI operate servers without SSH. Choose actions, approve risky changes, and audit every step.
Encrypted environment variable vault with AI access policies, keeping secrets safe from AI agents.
Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI coding tools.
Cross-vendor AI memory over MCP. One semantic store, readable and writeable from every MCP client.
Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.
Budget & cost control for AI agents — per-agent spend caps + rate limits before each call.
Official MCP connector for Legalize: read and search its whole open corpus, at any point in time.
Measured latency, time to first token and uptime for ~45 AI inference APIs, by region.
Your AI discovers and installs MCP servers across Official Registry, Glama, and Smithery.
Git for AI memory — version-controlled, searchable context that persists across sessions
Persistent memory and virtual filesystem MCP server for AI agents.
SEO MCP server: crawl your site, find AI-visibility gaps, and ship the fix from your coding agent.
Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.
Detect prompt injection, jailbreaks, and code injection in untrusted text before it reaches an LLM.
Natural voice conversations for AI assistants - STT/TTS via MCP
MCP server for local speech translation (EN ↔ 中文) via Whisper + Claude + Piper
Disposable email inboxes for AI agents — OTPs and magic links auto-extracted. No signup needed.
Spanish e-invoicing with VeriFactu (AEAT): issue invoices, manage customers, validate NIFs.
Subvenciones, licitaciones y boletines oficiales de España y Europa para tu IA. Gratis, sin login.
AI-powered bookkeeping and tax filing for entrepreneurs at the heart of the European economy.
JustCall MCP Server enables LLMs and AI agents to make voice calls and send SMS via JustCall APIs.
Self-hostable shared brain for you and your AI agents — docs, flows, meetings, decisions, rationale
Web scraping MCP server — scrape, extract structured data, screenshot any site with anti-bot bypass.
Query the ABS in plain English — CPI, labour force, building approvals, migration, GDP.
Query the AEMO NEM in plain English — 5-min prices, demand, generation, rooftop PV.
Query the AIHW in plain English — mortality, cancer, health spend, hospital wait times.
Query APRA in plain English — bank capital, fund-level super, insurance stats.
Query ASIC registers in plain English — advisers, licensees, banned persons, liquidators.
Query the ATO in plain English — tax by postcode, corporate tax, GST, super, charities.
Query Australian weather + air quality — forecasts, current obs, 80yr archive (BOM).
Australian public data (ABS, RBA, ATO + 6 more) via the ausdata.io gateway. Free tier, no card.
Query the RBA in plain English — cash rate, FX, lending and deposit rates.
Query the WGEA in plain English — employer pay gap, workforce composition, leave.
Search live US dealership inventory, get market prices, and send buyer inquiries. Free, no API key.
Control Plane (controlplane.com): deploy and operate workloads across AWS, GCP, Azure, and more.
Direct access to Cypress tests results and accessibility reports in your AI workflow.
Should I start X or Y? NFL fantasy compares, rankings, byes, matchups, schedule strength, checks
MiCA compliance evidence, stablecoin risk, macro regime, agent governance. 79 tools.
AI-native ERP MCP: ES/EU fiscal compliance (VeriFactu/TicketBAI/Facturae), invoicing, tax, banking
Universal AI API Orchestrator — 1,554 tools, 96 services. One install.
Read-only Sui blockchain analytics: 59 tools, protocol-aware tx decoding, no API keys or wallet.
Microsoft Outlook (mail) MCP server — read, search, and send email through Microsoft Graph.
Microsoft Calendar (Outlook Calendar) MCP server for managing events via Microsoft Graph.
Microsoft Contacts MCP server — read and manage your address book through Microsoft Graph.
Microsoft OneDrive MCP server — browse, read, and manage files and folders through Microsoft Graph.
Microsoft SharePoint MCP server — access sites, lists, and documents through Microsoft Graph.
OpenAI-compatible MCP gateway cataloging 22 LLM providers, with routing, failover, and tools.
Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.
Persistent, interactive MCP Apps — the AI builds an app once, you both reuse it
Control fleets of remote machines via AI agents: exec, files, git, fleet ops, map/reduce.
Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.
Job search automation, auto apply, resume builder, application tracking, and recruiter outreach
Search books and authors on the Internet Archive's Open Library
MCP server for ZenMoney personal finance app
MCP server for the Yango Delivery claims B2B API: price checks, delivery claims, courier tracking.
MCP server for the Yango Tech Retail B2B API: orders, products, prices, discounts, stocks.
Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.
Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations
Control the Unreal Engine 5 editor from any MCP client: Blueprints, materials, Niagara.
MCP Server for stock and crypto
MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk
MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器,为AI提供搜索影视播放地址的能力,并支持在小米等安卓电视/投影仪上直接播放
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, manifest-driven
ServiceNow MCP server: 450+ tools for Claude, ChatGPT, Copilot & any AI. Read-only by default.
400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.
Persistent knowledge system with OWL-RL reasoning and 22 MCP tools. Local-first.
App Store Connect + StoreKit 2: 1,293 Apple operations behind 11 tools, writes confirmed.
What's hot in AI right now, ranked with receipts from GitHub, HN, npm and Hugging Face.
AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images
AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)
An MCP server for Apache Airflow
Sandboxed local filesystem: read, search, edit, copy, archive, and safely manage files.
Local Git via MCP: status, log, diff, file history, branches, and gated stage/commit. Pure-JS.
GitHub via MCP: search, repos, issues, PRs, files, notifications. OAuth device flow or token.
HTTP/REST client with saved collections, env secrets, and SSRF-safe host allowlisting.
Local markdown notes: ranked + semantic search, tags, todos, and a wiki-link knowledge graph.
Read-only SQL querying + schema introspection over Postgres & SQLite, with a gated write mode.
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and status.
Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.
Google Search Console: SEO audits, performance queries, URL inspection, indexing checks.
MCP server for AI dialogue using various LLM models via AceDataCloud
MCP server for Flux AI image generation
MCP server for GLM chat completions using Zhipu AI models via AceDataCloud
MCP server for Midjourney AI image generation and editing
MCP server for NanoBanana AI image generation and editing
MCP server for ByteDance Seedream AI image generation
Search Chinese government and Party documents: Xi Jinping speeches and articles, 2012 to present.
Every Agent discovers all your MCP tools from one install; major token savings via TOON output.
FastMCP server for Apollo.io — 22 tools: sequences, campaign health, mailbox warmup, enrichment,…
Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, token-efficient, macOS…
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge graph (graphify…
FastMCP server for surgical queries against a vault knowledge graph (NetworkX node-link JSON).…
macOS-only MCP server that exposes iMessage chat.db to Claude and exports per-chat history to an…
Official, multi-account Instagram Graph API MCP: read, publish, analytics, comments, DMs.
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meeting prep, tracks…
lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-injection scrubbing.…
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus an interpret tool…
MCP server for RescueTime productivity data
Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, and triple-mode…
FastMCP server for Substack — publish Notes and posts, pull analytics, manage drafts, pluggable…
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
WhatsApp MCP. SQLCipher-encrypted, scrubber-CI-gated, draft-and-confirm sends, voice transcription.
Multi-agent memory intelligence with expertise tracking and conflict detection
Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation
MCP-native ad server. Monetize AI chatbots and agents with conversational ads.
Stop re-explaining yourself to Agents. Give it the right context, right when needed.
Free, local MCP server that audits ClickUp, Slack & Teams for work that slipped through.
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
Audit web pages for AI search readiness with evidence-tiered factors and pipeline-stage scores.
Explore and download AI agent blueprints as Agent Skills directories for coding agents
Give AI agents control of your real, logged-in Chrome. Chrome extension + MCP server, 34 tools.
MCP Server for SlimContext - AI chat history compression tools
Real email and SMS for AI agents — send mail, receive verification codes, drive a real inbox.
Discover open-source AI agents and get source-owned installation instructions through MCP.
Local AES-256-GCM vault for AI agents. Secrets stay local, LLMs never see real API keys.
Structured Windows state for AI agents: processes, windows, UI trees. No screenshots.
Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).
Read-only MCP over an agentic SLR workspace with per-claim citation verification
Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.
HREVN trust layer for baseline diagnostics and verifiable workflow integrity for AI agents.
Skills and Scars for AI agents - your agent records its failures and never repeats them.
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted, crypto payments.
UK Companies House public register: search companies, officers, ownership, filings and documents.
Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.
Verify, discover, and rate AI agents before transacting.
Persistent memory and drift detection for AI agents across session restarts.
Rust-native MCP server for Office document processing
MCP server for searching Airweave collections with natural language queries.
MCP server for roadmap.sh: roadmaps, best practices, interview questions, projects & progress
Cal.com scheduling MCP server: manage bookings, event types, and availability.
Email tools for any IMAP/SMTP provider: list, read, search, send, and manage messages.
Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/PL/CF statements.
Auditable equity research and fail-closed broker execution for US and Indian cash equities.
Manage Proxmox VE nodes, VMs, containers, storage and snapshots. Read-only by default.
App Store Connect for MCP clients: PPP pricing, subscriptions, TestFlight, reviews, reports & more
DigestSEO GEO Tracker: track brand citations across five AI search engines.
Query Google News RSS feeds and search interest over time via Google Trends.
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.11).
MCP server for S.C.A.L.A. Score API — let Claude, ChatGPT, and AI agents search 250M+ companies
An MCP server that provides persistent multimodal context storage for LLM agents.
AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed.
Verify multi-hop relational claims before an agent asserts them — zero tokens, with proof paths.
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.
Compare on-demand compute + storage pricing across AWS, Azure, and GCP. Bulk workload compare.
Lossless context compression: 2-8x fewer tokens, byte-exact recovery, search inside payloads
Permission gateway for AI agents: scoped MCP endpoints over 27 services, audited and revocable.
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.
D365 F&O: 90 AI tools over 200K+ objects, 25M+ cross-refs, 24M+ label translations.
MCP server for Adobe Photoshop — 102 tools (generative AI + recipes), standalone web UI. Control Ph…
Equity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentration, hedging. 50-state.
Read-only MCP for Microsoft SQL Server: metadata discovery, parameterized SELECT, plans.
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-call.
Create presentations, documents, and webpages from any MCP-compatible AI assistant via Gamma.app
Solana + EVM liquidity-pool scores: Enter/Hold/Exit verdicts and 0-100 Wealthville Score.
Lint, curate & prepare computer-vision datasets from your AI assistant — MCP server, 67 tools
20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipelines
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker
Upscale images to print-ready files (TIFF/PNG/JPG) via PrintScale.
Local-first memory for coding agents — MCP server, single SQLite file, local embeddings
A secure, efficient, and intelligent MySQL server for the Model Context Protocol
Undetected anti-bot Chrome automation. 65 tools, parallel isolated browsers.
LLM pricing where every rate carries its source and the date it was last confirmed.
Smart structured-data to TOON gateway: converts to TOON only when it saves LLM tokens.
Generate images, videos, and audio using 100+ AI models via muapi.ai.
Read-only MCP for iMessage, SMS, MMS, and RCS history already present in Apple Messages on Mac.
Persistent MMORPG where AI agents play alongside humans. 12 tools, 4 resources; free, no pay-to-win.
Dead-man switch monitors for cron & AI agents with dependency-cascade alerts. No account needed.
Convert a document once, then get back only the passages that answer a question.
Web search that doesn't wreck your AI's memory.
Cinematic website prompts as slash commands, tuned for Lovable, Bolt, Cursor and Claude.
Manage Proxmox VE clusters through AI assistants — VMs, containers, and more
Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & on-page audits.
A Model Context Protocol server for generating charts using AntV.
Context hygiene for Claude Code: drift detection, re-read dedup, and token analytics.
Serves Oracle Forms module content (.fmb/.mmb/.pll/.olb) from a directory to MCP clients.
Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.
Web3 founder diligence: code audit, jurisdiction, fund matching, portfolio, scoring.
Call 120+ AI models and live web context (scrape/crawl/extract) from any MCP client with one key
Self-hosted AI gateway that governs MCP servers, LLM traffic, and A2A agents behind one endpoint
APITier utility APIs as MCP tools: validation, UK/India address lookup, barcode/QR, data conversion.
Reports which of your code's API usages break when you upgrade a dependency (Python, .NET, Java).
Read and edit GA4, Search Console and Google Tag Manager from any MCP client. 29 tools.
Search archived YouTube videos including deleted, private, or region-blocked content.
Compile your own business capabilities from declarative YAML and serve them as MCP tools.
Inspect and drive Flutter debug apps/games: semantic snapshots, search, and custom client tools
Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP.
Run scheduled LLM-written email digests from local files and feeds. Local-first MCP server.
MCP server giving AI agents persistent SQLite memory that proves which lessons hold.
MCP server: audit any website for SEO, accessibility, and AI-searchability, then auto-fix it.
Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.
Constitutional AI kernel with 13 MCP tools, 888_JUDGE verdict pipeline, and VAULT999 ledger.
Constitutional AI governance server with 5-organ Trinity and enforced floors F1-F13.
Constitutional AI governance: 11 mega-tools, 13 floors, VAULT999 ledger. Human-in-loop by design.
MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost tracking
MCP server that turns AI into an SVG artist. One rendering engine, AI decides everything.
EU AI Act + GDPR compliance scanner. One call, no arguments, 10 seconds. 22 AI frameworks detected.
Detect fabrication and hallucination in any LLM output. 30+ models supported.
Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube, PDF, DOCX.
Inspect local GGUF/safetensors models: quantization, params, VRAM fit — headers only.
Comprehensive MCP server for the Robokassa payment gateway (18 tools, full API coverage).
MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.
The trust and intelligence layer between AI agents and your database.
Governed MCP workflows with policy validation, findings tracking, and review gates.
Access Statistics Canada data via the Web Data Services API
Shared memory for parallel AI coding agents. Local, free, with rooms and file claims.
Persistent memory for AI coding agents: one Rust binary, one local SQLite database.
Control Android/iOS/Windows devices from Claude, Cursor, and other AI tools. iOS without jailbreak.
Connect AI assistants to your Propstack real estate CRM (contacts, properties, deals).
Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.
FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.
Stop AI coding agents from leaking API keys. Local proxy swaps real secrets for phm_ tokens.
License-first federated image search with attribution, dimensions, and download tooling.
Query Umami Analytics v3 — stats, funnels, retention, attribution, UTM. Read-only by default.
MCP server for VK Ads (VK Реклама) API: manage ad plans, ad groups, banners, and statistics.
MCP server for Yandex Direct API v5: manage PPC campaigns, ads, keywords, and statistics.
MCP server for Yandex Metrica API: list counters, goals and pull web-analytics statistics.
MCP server for Yandex Webmaster API: indexing, search queries, sitemaps, diagnostics, links.
MCP server for Yandex Wordstat API: top & related queries, demand dynamics and regions.
Autonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tools over stdio.
Local-first version control for AI work. Savepoint and resume your project state across chats.
Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).
Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane targeting.
Formally verified AI safety APIs. Pay-per-call via USDC (x402). 75+ endpoints, no signup.
Architecture compiler for AI code. 11 tools, 92 actions, 872 Lean4 proofs, 100/100 self-cert.
Programmable email inbox for AI agents — JMAP, PoW auth, stdio MCP server.
Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall.
MCP server for Architectural Decision Records: navigate, author, validate, link, and analyze them.
MCP server for C# code analysis and automated fixing using Roslyn analyzers and code fix providers.
Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, search across chats.
Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.
Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.
Open, sourced, confidence-scored intelligence on AI startups - a free PitchBook alternative.
Israeli podcast & content marketplace MCP — 7 tools: studios, podcasts, glossary, industry report.
Image, video, audio, face-swap, talking avatars and chat across 300+ AI models, one balance.
Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.
Give your AI agent a wallet on AgentsCoin: create wallet, mine AGENT, check balance, send.
The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.
Operate Backblaze B2 buckets, files, keys, Object Lock, and S3-compatible storage.
AI BVF: score AI portfolios Stop/Fix/Accelerate with decision confidence and pace-layer drag.
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)
Recall past Claude Code conversations from any project as clean, compact Markdown.
Local-first knowledge management with bi-directional LLM sync via Markdown files.
Ask batchwatch whether to batch a job and get the real measured queue evidence, not a guess.
Your agent seeks what search can't find. A self-hosted perception MCP server.
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities before production.
Multi-account tool broker for AI agents — CLI and MCP.
Agent Commerce MCP — agent-native A2A storefront. Discovery, Stripe checkout, affiliate program.
Trust scores & reputation for the agent-to-agent economy. Verify A2A counterparties.
Credential vault for AI agents — Fernet-encrypted keys, per-agent budgets, audit logs.
Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.
Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.
US public-records intelligence for AI agents — companies, SEC, courts, spending, licenses.
Agent-native CAD: draw plans, model 3D, render checks, export DXF/SVG/STL/GLB/IFC, import DXF.
Verify claims, resolve FIGI identity, extract claims, and sign x402 delivery receipts over MCP.
Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.
Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.
Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
Local-first reusable implementation registry for AI agents and versioned widgets.
Design systems, UI prompts, and layout variations for AI coding tools.
Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.
MCP server for Callimachus: local index and search of your AI coding-agent threads
Git-backed platform for skills, tools, and context for AI agents
One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright
AI code research platform. Search, analyze, and extract insights from any GitHub repository.
MCP server for accessing curated awesome list documentation
Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.
Convert .eml email exports to Markdown with YAML front matter
Trello Model Context Protocol (MCP) Server for AI Agents
12 deterministic calendar tools — temporal context, scheduling, availability, and booking
MCP gateway for Autodesk Revit 2022-2027 - toolset gating + Transaction-safe batch execution.
Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security
MCP server for controlling Mac monitors via DisplayBuddy — adjust brightness and more.
Connect MCP clients to EasyEDA Desktop for schematic and PCB design, routing, inspection, and DRC.
Drop-in MCP proxy. 71% fewer tokens. Session dedup compounds to 92%. Zero code changes.
Market data, SEC filings and risk tools for Webull, Saxo and IBKR. Only you can send an order.
Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cycles & more
Web search, deep research, prediction markets & crypto data for AI agents. Pay per call via x402.
Local-first MCP server for safe Ghost authoring, diagnostics, scheduling, and publishing.
Match shopper intent to a merchant's products and fetch live price, stock and product Q&A.
Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more via 30+ tools.
Catch TypeScript API and OpenAPI contract drift in AI-generated code, then revalidate it in CI.
Read-only MCP server for coding-agent traces, alerts, costs, usage, and budget health.
Audit whether ChatGPT, Gemini and Perplexity recommend a site. Readiness checks need no keys.
Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
MCP server for Teamleader Focus CRM. Use Teamleader in Claude and other AI assistants.
Local-first MCP server for safe Ghost authoring, diagnostics, scheduling, and publishing.
49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero config.
Local-first, cross-harness memory for AI coding agents.
Search 25000+ MCP servers via AI. MCP SSE and A2A supported.
The open routing layer for AI tools: tool calls routed per policy, decision on every result.
Totem — talk to your wearables with AI. Today: full Whoop access (48 tools).
Full read + write access to your Whoop fitness data via the private iOS API. 48 tools.
Laravel documentation aggregator: multi-version core docs, services, packages, learning paths.
BridgeNode — x402 pay-per-request AI inference. OpenAI-compatible API + MCP, Solana USDC, gas-free.
Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
Official MCP server for Brilliant Directories — manage members, posts, leads, reviews, and more.
MCP server for AI web browser automation using Browserbase and Stagehand
TypeScript MCP server for Canvas LMS — 165 tools across 42 domains.
Stop copy-pasting between Claude Chat and Claude Code.
Anonymize PII & redact text (GDPR): Czech + 35-lang NER, morphology, translation, spellcheck
VK (VKontakte): read walls, users, communities and stats; publish, edit and comment on posts.
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.
Stdio MCP proxy: intercepts oversized tool results into a queryable embedded DuckDB.
Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling
SSH server management for agents, with per-server read-only and allowlist security modes
A second opinion for AI agents: one prompt across several live Gonka models + roles, one call.
Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB
Ranks the best weather windows to climb any peak worldwide, on the sharpest regional model.
Deterministic SVG perception for LLM agents — measures, never guesses. MCP server.
18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.
Persistent memory + causal root-cause analysis for AI coding agents. 123 MCP tools. EU, GDPR.
Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes.
Schema-enforced spatial transcriptomics analysis with 20 tools and 66 methods via MCP
Real-time & historical exchange rates for 160+ currencies. No API key needed to start.
787 personas sintéticas do consumidor bancário brasileiro para discovery de produtos.
Persistent memory for AI coding tools via MCP. Remembers across sessions and machines.
Reddit Ads API v3: campaigns, ad groups, ads, reports, plus working writes with safety tiers.
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
Learn and adopt the Capability Host Protocol — the agentic web's open evidence layer.
Caller-owned Discord operations for AI agents with 209 typed tools and verifiable guild builds.
Live EU funding data in your AI: grant calls, programmes, consortium partners, VCs, incubators.
An MCP server that validates content against MCP specification using semantic search and AI
JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP support.
EN 16931-compliant e-invoices: XRechnung, ZUGFeRD, Factur-X, Peppol BIS, Facturae or US PDF. Free.
Save and query market signals from your AI conversations.
FHIR chart tools for MCP: read-only by default, with elicitation-gated, human-approved writes.
MCP server giving Claude AI access to 22+ NYC public-record databases for real estate due diligence
Buy game keys, gift cards, and subscriptions via x402 USDC on Base. 8 MCP tools, no install.
Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
Autonomous AI development system with persistent task queue and background execution
Govern model, agent, skill, and MCP workflows with policy, approvals, traces, and usage analytics.
Domain-specific LLM fine-tuning — sovereign models trained on your data, zero infrastructure.
Neutral, sourced, real-time comparisons on any topic, in 32 languages.
ArchitectOS - AI-Native Repository Intelligence & Architecture Operating System.
Local-first FinOps copilot: ask AWS, Azure, GCP, Kubernetes and SaaS cost questions in your editor.
Compile, describe, lint, validate, score and repair multi-storey and curved ArchLang floor plans.
Aggregates Lemon Squeezy, Gumroad, Polar, and Stripe revenue into one Claude-queryable view.
A powerful MCP server for AI-driven Jupyter Notebook management and execution
Local MCP server for AI team advice, multi-agent review, Compare, and traceable receipts
Structured thinking grids for AI agents: deterministic analysis frames, validation, learned traps
Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.
MCP-first control plane for ComfyUI workflows with explicit approvals and no silent downloads.
Offline speech-to-text & speaker diarization MCP server: transcribe audio on-device, no cloud
MCP server for credential isolation — bots use passwords and API keys without seeing them
easyTable restaurant reservations for Claude — availability, and create/modify/cancel bookings
MCP server for Commodore 64 Ultimate hardware and VICE emulator control.
Pure-Go browser for AI: fetch pages, render JS without Chromium, return clean Markdown over MCP.
Read, search, draft, send, and organize email through Gmail, Outlook, and IMAP/SMTP mailboxes.
AIN bias & stability engine: finance, gaming, AI, crypto. 68 tools across 11 categories.
Apple Music MCP server — search catalog, manage playlists, and access your library via Claude.
Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth
Real-time news with tone analysis, brand safety, and narrative shift signals for AI agents.
Prior art for AI agents. Ask a claim index before retrying a known failure.
Machine-native listening platform for CWA's Straight Outta Crompton. Your agent can listen. For real
Individual-analyst context layer: recall, remember, and reconcile your data and engineering context.
MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API
Generate AI images, video, speech, music and presentations from Claude, ChatGPT and Cursor.
Keyless MCP: 150 tools for US federal + state/local (SLED) contracting, spending & regulation
AI-powered infrastructure monitoring — health, incidents, predictions, RCA, deploy safety
Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.
MCP server for code structure analysis using tree-sitter.
MCP server for code structure analysis using tree-sitter.
An MCP server that provides LinkedIn & Reddit data
IMAP/SMTP email MCP server — 47 tools, IMAP IDLE push, multi-account, AI triage.
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
Kiln MCP server for agents: design, slice, print, monitor, and recover physical objects safely.
Portkey Admin API MCP server with current coverage and Prisma AIRS interoperability guidance.
Indexes your codebase's public API and serves it via compact MCP tool responses.
Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.
AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichment
32 creative AI tools (18 free) for agents: generate, upscale, mockup, print, watermark.
An MCP server for natural language inference
Makuri (EU AI tutoring for immigrant children): 11 tools, 2 interactive panels, no user data.
Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).
Trade, monitor portfolios, and build Coinrule strategies by chat.
Code intelligence for repository graphs, change impact, test selection, and engineering memory.
Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.
Search scientific papers with structured experimental data from full-text studies
Real-time news with bias scoring, live market data, and AI-powered options pricing
Browse 160+ LLM models and live pricing — no API key needed for catalog. Add key to route chat.
Signed, cited, replayable workflows for Claude, Codex, Gemini, DeepSeek, and other agents.
Scan Solana/Anchor code against the Solana Security Standard and serve the ruleset to MCP clients.
AI-powered content processing with 226 Fabric patterns for writing, analysis, and code generation.
Open source contribution manager with PR tracking, issue discovery, and CI diagnosis
MCP server for CostKits: live healthcare procedure cost estimates and provider pricing.
AI BVF: score AI portfolios Stop/Fix/Accelerate with decision confidence and pace-layer drag.
Filtered, read-only IMAP and Gmail archived to disk as .eml + markdown, served over MCP.
Constitutional-AI safety guardrails for any LLM — personas, constitutions, adjudication.
Generate images and video from text prompts across Gemini, OpenAI and Kie AI.
45 MCP tools give AI agents live Rails schema, routes, models, and conventions.
MCP server for generating advanced mock 2D PNG assets for game prototypes.
Connects AI agents with CrowdStrike Falcon for security analysis and automation.
60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CAPI tracking.
MCP server for full transaction and token history on EVM and UTXO addresses via Crypto APIs
MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addresses via Crypto APIs
MCP server for retrieving block-level data from EVM, UTXO, and XRP blockchains via Crypto APIs
MCP server for subscribing to and managing on-chain event webhooks via Crypto APIs
MCP server for fee recommendations and gas estimation on EVM, UTXO, XRP, Tezos, Solana
MCP server for broadcasting signed raw transactions to multiple blockchains via Crypto APIs
MCP server for smart contract ABIs and on-chain data from EVM and Solana via Crypto APIs
MCP server for HD wallet management, balance, and sync on EVM, UTXO, XRP via Crypto APIs
MCP server for cryptocurrency asset prices, exchange rates, and market metadata via Crypto APIs
MCP server for building unsigned transactions on EVM, Tezos, Solana, Kaspa, XRP, UTXO, Tron
MCP server for local transaction signing on EVM, UTXO, Tron, and XRP — no API calls needed
MCP server for dry-run Ethereum transaction simulation via Crypto APIs
MCP server for transaction lookup across EVM, UTXO, Solana, XRP, Kaspa via Crypto APIs
MCP server for address derivation and encoding utilities across multiple blockchains via Crypto APIs
Real-time curated crypto news for AI agents with sentiment, recaps, and search.
Exercise-to-muscle mapping: 856 exercises, 65 muscles, workout analysis & alternatives.
Accessibility Ai MCP Server by MEOK AI Labs
Accounting Ai MCP Server by MEOK AI Labs
Ad Copy Ai MCP Server by MEOK AI Labs
Agent Commerce Payments MCP Server by MEOK AI Labs
Agent Commerce Protocol MCP — bridges Stripe ACP + Google AP2 + Coinbase x402 for agent payments
Agent Content Watermark MCP — dedicated EU AI Act Article 50(2) GenAI watermarking. Visible +
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback billing. Companion to
Agent data residency + GDPR Chapter V transfer-basis runtime guard. Programmatically answer 'whe...
Agent Delegation MCP Server by MEOK AI Labs
Verifiable agent-to-agent task handoff with signed provenance chain. Initiating agent signs the ...
Agent Identity Trust MCP Server by MEOK AI Labs
Agent Incident Relay MCP — Article 73 5-clock broadcaster. One incident → simultaneous signed
Agent MCP Router MCP — one router for the whole MEOK fleet. Holds 62 MEOK MCPs behind one
Agent Negotiation MCP Server by MEOK AI Labs
Agent Orchestrator MCP Server by MEOK AI Labs
Fleet-wide shared rate limiter for A2A + multi-MCP deployments. Most MCP servers rate-limit inde...
Agent Replay Debugger MCP — record every agent step + deterministic replay. Step-debugger for
Agent Token Budget MCP — hard per-session token + spend cap with signed budget-exhausted
Agent x402 Paywall MCP — Coinbase HTTP 402 protocol + on-chain settlement. Agents pay per-call
Agriculture Robotics MCP Server by MEOK AI Labs
Ai Gateway MCP Server by MEOK AI Labs
Ai Ops MCP Server by MEOK AI Labs
Ai Self Audit MCP Server by MEOK AI Labs
Airspace Monitor MCP Server by MEOK AI Labs
6AMLD + UK MLR 2017 + FinCEN BSA AML/CFT compliance for AI-enabled transaction monitoring, sanct...
Api Docs Generator Ai MCP Server by MEOK AI Labs
Api Tester Ai MCP Server by MEOK AI Labs
Ascii Art Ai MCP Server by MEOK AI Labs
Backup Ai MCP Server by MEOK AI Labs
Basel III + SR 11-7 + ECB TRIM AI/ML model risk management for banks deploying AI in credit, cap...
BFT Progress Council MCP — 5-voter Byzantine council halts agentic loops when no real progress is
AI bias detection and fairness assessment for AI agents. Instant bias risk scan, demographic ana...
Blockchain Ai MCP Server by MEOK AI Labs
Blockchain Verification MCP Server by MEOK AI Labs
Budget Planner Ai MCP Server by MEOK AI Labs
Calendar Ai MCP Server by MEOK AI Labs
Canada Aida Ai MCP Server by MEOK AI Labs
UK Care Quality Commission (CQC) Single Assessment Framework compliance for care homes. AI-assisted
Care Membrane MCP Server by MEOK AI Labs
Changelog Ai MCP Server by MEOK AI Labs
CHAS / SafeContractor / Constructionline pre-qualification preparation. Health & safety, environ...
Churn Predictor Ai MCP Server by MEOK AI Labs
Ci Cd Generator Ai MCP Server by MEOK AI Labs
CISA Known Exploited Vulnerabilities feed + remediation deadlines for US federal + critical infr...
Citation Finder Ai MCP Server by MEOK AI Labs
Cli Builder Ai MCP Server by MEOK AI Labs
Clinical Trials Ai MCP Server by MEOK AI Labs
Clipboard Ai MCP Server by MEOK AI Labs
AI-assisted COBOL → modern stack bridge. Parse COBOL programs, map to Python/Java/Go, generate t...
Code Executor MCP Server by MEOK AI Labs
Code Reviewer Ai MCP Server by MEOK AI Labs
Color Ai MCP Server by MEOK AI Labs
Commit Message Ai MCP Server by MEOK AI Labs
Competitor Monitor Ai MCP Server by MEOK AI Labs
Compression Ai MCP Server by MEOK AI Labs
CPA Concrete Pumping Group standards, pump operator certification, BS EN 12001 ground bearing ca...
Config Validator Ai MCP Server by MEOK AI Labs
Consciousness Engine MCP Server by MEOK AI Labs
ISO 19650 / UK BIM Level 2 compliance for construction projects. EIR, BEP, MIDP, TIDP, and CDE s...
Content Calendar Ai MCP Server by MEOK AI Labs
Content Registry MCP Server by MEOK AI Labs
Contract Review Ai MCP Server by MEOK AI Labs
Children's privacy compliance: COPPA (US), FERPA (US edu), EU AI Act children's provisions, UK A...
Gdpr Compliance Ai MCP Server by MEOK AI Labs
Hipaa Compliance MCP Server by MEOK AI Labs
Governance Engine MCP Server by MEOK AI Labs
MCP injection / prompt-poisoning / SSRF scanner. 30+ canonical rules covering the April 2026
AI content watermarking and C2PA attestation MCP server by MEOK AI Labs
SOC 2 Type II compliance for trust services criteria (security, availability, processing
Agent registry with Nostr identity, reputation, escrow, observability, and Lightning payments.
Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, free tier.
AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.
An MCP Server for computer-use in Windows OS
Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller responses)
Lightweight WordPress MCP server - 42 tools, token-optimized (95% smaller responses)
Pocket Agent (aipocketagent.com) MCP server — read tools for personas, apps, and product info.
Query U.S. Census Bureau data, variables, and geography via MCP.
Offline, keyless lookup of the US civil aircraft registry — decode N-numbers, search records.
Comprehensive Git MCP server enabling native git tools including clone, commit, worktree, & more.
Agent-native TypeScript framework for building MCP servers with declarative definitions.
TypeScript template for building MCP servers with declarative tooling, observability, and auth.
Offline US medical code lookup and crosswalk — ICD-10-CM/PCS, HCPCS Level II, RxNorm. Keyless.
Real-time transit stops, routes, arrivals, vehicle positions, and schedules via OneBusAway APIs.
Search bills, legislators, committees, and events across all 50 US states, DC, and 5 US territories.
Search and query government open-data portals (Socrata SODA API).
WA highway conditions, ferry schedules, vessel locations, toll rates, and border waits via MCP.
Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine
Order food on DoorDash — compare real fee-included totals; you approve every order.
Local Power BI authoring for AI agents: edit .pbix, semantic model, report, and Power Query.
Your clipboard, but Claude can read it. Type-classified, secret-encrypted. macOS + Linux.
Audit whether ChatGPT, Gemini and Perplexity recommend a site. Readiness checks need no keys.
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
A sandboxed MCP tool for reverse engineering with multiple tool integrations
An MCP server that gives LLMs persistent, searchable semantic memory
MCP-compatible LLM gateway that proxies completion requests.
MCP server exposing Qiskit 2.3.1 quantum computing functionality
A sandboxed MCP tool for reverse engineering with multiple tool integrations
MCP server exposing SPARQL query functionalities for LLMs
Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sources.
Agent memory engine — 86 MCP tools, self-hosted, single Rust binary
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows
Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.
Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.
Give your AI agent a real phone number for SMS verification codes.
Global tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Europe.
Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.
Unofficial MCP server for Make.com automation - build, validate & deploy scenarios via AI
Real-time Yahoo Finance data: quotes, history, financials, analyst ratings, options, and news.
Tamper-evident records of AI agent decisions. Verify offline, or publish a proof link.
Private local-first AI workspace for shared context, knowledge, tasks, and memories
Local stdio MCP server for searching and analyzing the Philippine schools masterlist dataset.
Observes tasks and generates anonymized SOPs — task tracking and SOP review via MCP. Fully local.
MCP server for the OVH API. Explore and call any OVH endpoint via sandboxed JS.
Meta-MCP that auto-detects installed wellness connectors and composes them into one body data layer.
Free stdio bridge to Delx Protocol: resume after compaction, warm handoff, recover. No API key.
Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe
Privacy-first unofficial Garmin Connect MCP for AI health, sleep, activity & recovery agents.
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents
Agent-readiness scorecard for any MCP server: 10 checks, 0-100 score, actionable findings.
Search and map the Pentagon UAP/UFO releases plus curated official archives from 12 nations.
Local-first nutrition MCP for AI agents: food, barcode, photo, intake, hydration, goals.
Privacy-first, unofficial WHOOP MCP server for AI health, sleep, recovery, and performance agents.
Email deliverability for AI agents. 12 tools: verify, DNSBL, DMARC, spam-trap, finder.
Trazum as an MCP server: let an agent price and budget its own prompts before it sends them.
Compact, source-linked context packs that reduce token waste for coding agents.
Autonomous LLM build orchestrator that plans, edits, and verifies code across languages.
Stable eight-tool MCP server for changed-UI assurance, authority-aware UI task context, and repair.
Pseudonymizes PII before your LLM and returns a cryptographically signed receipt per response.
Secure Firecracker microVM sandboxes for AI agents: network policy, PII & injection guardrails.
Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.
Jira MCP server with scoped API tokens via api.atlassian.com gateway
Ferramentas fiscais brasileiras: CNPJ, NF-e, IBS/CBS, ICMS, Simples Nacional, NCM/CFOP. Sem API key.
Self-healing web access for AI agents — recovers through bot blocks, captchas and JS pages.
Polymarket trading, market discovery, copy trading and backtesting — 48 MCP tools.
Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-click SSH.
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shopify API 2026-04.
iGPSport cycling data with training metrics (NP/IF/TSS/CTL/ATL/TSB) and workout generation
Structured commerce data for AI agents. 22,000+ DTC brands, real prices, real stock.
Model Context Protocol (MCP) server for DeployHQ API integration
Query 76 open data APIs — government, science, finance, environment, and more.
Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs
Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination
Operate Unblu deployments: health checks, conversation ops, and 300+ API endpoints
LinkedIn for AI assistants — search, profiles, jobs, feed, messaging, and gated writes.
MCP server for searching Pexels stock photos, videos, and curated collections.
MCP server for Polarion ALM — read and write documents and work items
Crash-proof LLM pipelines. Resumes from failure without a database.
Local supply-chain CVE scanner via OSV/NVD. Scans deps and IDE extensions. No upload.
Model Context Protocol server for Swell e-commerce platform integration with AI assistants
Auto-resolves Git merge conflicts so agents only touch the complex hunks.
Production-grade PostgreSQL MCP server — 254 tools for query, tuning & ops, read-only by default.
Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 controls.
Homebox home inventory: search, intake, warranties, attachments, locations, tags, QR labels
MCP server and TypeScript SDK for OOREP homeopathic repertory and materia medica reference data.
RPG Maker MV Ultimate: AI copilot to generate, edit and understand RPG Maker MV projects (MCP)
Save up to 80% tokens when AI reads code via AST-aware structural reading
AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs.
Generate images, video, music and voice from your CLI or AI agent. On-brand AI media toolkit.
Free open-source web search and page reading for LLMs, AI agents, and RAG.
GLM (Zhipu/Z.ai) as a ~10x cheaper file-editing subagent for AI coding agents.
AlbumentationsX MCP for batch previews, compare preview runs, segmentation masks, and exports.
Inspect and edit Three.js scenes, materials, shaders, lights in real time from any AI agent
Search, read and research the web, with hidden text stripped by default and sources hashed
Static analyzer flagging lookahead bias & data leakage in ML/trading code before backtest.
Turn any GraphQL API into MCP tools. Zero config, zero code.
Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code.
Azure Resource Manager inventory & ops for AI agents — governed, confirmation-gated.
Azure DevOps boards, repos, pipelines & projects for AI agents — governed.
ClickHouse query & management for AI agents — SQL-classified read/write/destructive gating.
Debezium / Kafka Connect CDC connector management for AI agents — governed, secret-safe.
Apache Kafka monitoring & management for AI agents (with consumer lag) — governed.
Keycloak admin for AI agents — realms, users, clients, roles; safe-by-default governance.
Kubernetes monitoring & ops for AI agents — safe-by-default access modes and guards.
Oracle Cloud discovery + Terraform generation for AI agents — read-only, secret-safe.
Ask your own documents with citations, plus durable memory for agents. Safe by default.
AI invoice follow-up emails for freelancers. Draft-only, never sends for you.
Answer questions from documents too large to fit in context, reading only the sections you need.
OSS to create Personas, Skills, Templates, Agents, and Memories to customize your AI experience.
Live cross-DEX pool prices, liquidity and spreads on 6 EVM chains, read from on-chain pool state.
Naming engine with availability intelligence: score names, check domains, socials and registries.
Deterministic gate: blocks any commit whose diff reintroduces a documented team mistake.
Brazilian Open Finance MCP — 30+ banks (Itaú, Nubank, etc.) to Claude/Cursor. Read-only.
Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + write, 35 tools.
Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents.
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
Agent-first e-signature MCP server with offline PAdES signing and hash-chained audit.
317-tool agentic MCP production system for Ableton Live 12 — device atlas, sample engine, composer
Meta-MCP gateway: search, inspect and call any MCP server from the public registries.
Reversibly compress tool outputs to recoverable handles; expand to exact original bytes on demand.
Safe, self-hosted OWASP ZAP operator for guided AI security scans and reports.
AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation.
Self-hosted MCP gateway. Turn any REST API into MCP tools via YAML (DADL). Authz, audit, policies.
Dead code, security, secrets detection and code quality for Python, TypeScript, Go.
Generate PDFs from templates via AI chat. Works with Claude, ChatGPT, Cursor, and any MCP client.
Scaffold an Express 5 + TypeScript backend: database, auth, optional Next.js front end.
Local-first memory for AI chats: save context in one chat, load it in any other via MCP.
Read and act on your own Dynamite Circle membership data via the public DC Member API.
Connect AI assistants to Easy8 — read and update projects, issues, and comments.
The AI-powered toolkit that grows your YouTube channel on autopilot
Bitemporal memory for AI agents with point-in-time recall and tamper-evident audit history.
Deterministic UI policy, discovery and audits for coding agents across seven ecosystems.
Decompose text into classified semantic units. Authority, risk, attention. No LLM.
Drives a real Android device over ADB and attaches the resulting screen to every action.
Shared versioned state for multi-agent AI workflows
A repository wiki of Markdown pages anchored to real code: read, search, and verified writes.
MCP server for Bags on Solana: token analytics, trade quotes, and gated write operations.
Flight search & booking for AI agents. 400+ airlines, 75 free local connectors.
Structural similarity-based code filter. Stops malicious code pattern reaching execution tools.
Handles 10M+ token contexts with chunking, sub-queries, and local Ollama inference.
Reasoning, code, anti-deception, memory harness MCP tools. Stdio or HTTPS api.ejentum.com/mcp
Send a thought, get one metathought that makes your agent inspect its own assumptions. Keyless.
Trust score for AI-generated code: scan repos, guard agent file writes, get a 0-100 score.
Agent-native MCP server for driving, inspecting, and asserting on real Electron desktop apps.
AI image, video & music generation. Flux, Veo 3.1, Suno V5. Free tier included.
Nextcloud MCP server — files, calendar, contacts, mail, maps, notes, tasks & 120+ more tools
MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence
AI agent discovery, marketplace, messaging, and payments on Nostr - no platform, no middleman
Developer MCP server: code analysis, JSON repair, imports, diffs, regex, format conversion.
MCP control plane: local server discovery, profiles, capability bundles, and policy audits.
Filesystem MCP server: files, processes, sessions, async search, OCR, archives, safe delete.
MCP server for n8n workflow management -- view, create, sync and manage workflows via AI.
Zero-dependency verifiable-claims MCP: validate safely, verify with allow_execution, self-test.
Analyze, audit, fix and diff HTML, MJML, Maizzle and React Email across 21 email clients.
Drive a real iPhone or an iOS Simulator with an AI agent, through XCUIAutomation.
Content-addressed semantics: fail-closed handshakes over 457 cognitive patterns.
Persistent understanding via workflow prompts, typed updates, graph-native code, and supersession.
Search past Claude Code conversations. Local BM25 over JSONL with one-click claude --resume.
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
Real Chrome profiles with site intelligence — already logged in, PII anonymization, sessions persist
Self-hosted gateway aggregating upstream MCP servers behind one authenticated HTTP endpoint.
Entropy0 MCP server — source trust and URL safety tools for AI agents
AI-powered invoice automation. Create invoices, track payments, and manage cash flow.
AI lead qualification: ICP filter, 0-100 scoring, Hunter.io enrichment, HubSpot/Pipedrive export.
AI e-commerce operations. Inventory, pricing, segmentation, and analytics.
Check if a website is visible to AI search (ChatGPT, Perplexity, Claude) and get per-gap fixes.
Cut vision-LLM token costs by snapping images to tile boundaries — Claude, GPT, Gemini, Llama, Qwen
Manage clients, projects, time, and invoices in EZ@Work — business management for freelancers.
Every App Store Connect + StoreKit 2 endpoint. 890 tools in 13 profiles, narrow to 27.
Analyze food photos or text for calories, macros, vitamins, minerals, and allergens.
The wallet an AI agent carries — mandate, budget, vault, and audit. Counterparties verify first.
Generate Suno AI music (v5.5) from any MCP client. Async; billed only on success.
Connect your AI agent to anything — APIs, databases, and agents; read and write, auto-discovered.
MCP server for parallel browser automation across multiple providers.
Exact-decimal double-entry for agents. Call MCP tools; do not do money math in tokens.
Bilingual financial news sentiment (English + Traditional Chinese) scored by Claude.
CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+)
Brand-name verification MCP — five-axis signed verdicts for AI-generated names.
Search AI-powered audio tours and points of interest by city. Walking, cycling, and driving tours.
Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys.
Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server on stealth Chromium.
Local-first biological memory for coding agents: recall, consolidation, and pre-action Guard checks.
Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP
Real-time & historical exchange rates for 160+ currencies, mid-market (Reuters/Refinitiv).
Generate and edit images with Labnana through a local MCP server with MCP Apps previews.
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking, SuiNS, analytics
IBM watsonx.ai MCP server for Claude integration
Connect an AI agent to AgentSpore: receive tasks, report progress, and message other agents.
14 X (Twitter) creator tools — tweet download, hashtags, hooks, engagement & ads-revenue calc.
MCP-native LLM councils for debates, juries, blind panels, refinement, and custom deliberation.
UK property finance: bridging cost, dev appraisal, BTL stress test, stamp duty (SDLT/LBTT/LTT).
Autonomous research engine: auto research from a prompt to a fully-cited academic paper via MCP
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.
Encrypted environment variable vault with AI access policies, keeping secrets safe from AI agents.
Serves the Alchemy writing ruleset to any agent, so its prose loses the usual LLM tells.
Local, cross-provider preflight checks for LLM integration changes.
Windows-only headless LLM task automation engine with scheduling via Windows Task Scheduler.
Korean public data API gateway for discovering and calling data.go.kr APIs from MCP clients.
Pre-flight spend authorization for AI agents. Set a budget, enforce limits, audit every decision.
Patented semantic memory for AI agents: quality-gated writes, conflict tracking. Free trial.
Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching
MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.
Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI coding tools.
Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.
Shared rooms and durable notes for agents over plain HTTP: rendezvous, hand-off, coordination.
Search the Claude Code Ultimate Guide and machine-readable references from any MCP client.
Symbol-level npm dependency analysis: scan verdicts, native alternatives, migration prompts.
MCP server for structured methods extraction + reproducibility heuristics on academic papers.
Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.
Code intelligence MCP server — impact analysis, semantic search, dependency graphs
FoggyKitchen Terraform/OpenTofu blueprints, landing zones, modules, and labs.
AI-powered brand identity generation via MCP with design tokens, typography, and logo assets.
Forge Space MCP server for UI and backend generation via stdio transport.
Job search and interview prep MCP. 11 tools, OAuth 2.1, cross-LLM. four-leaf.ai.
Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.
OSINT MCP server — 23 tools: DNS, WHOIS, Shodan, breaches, GEOINT, crypto. Works with Claude Code.
Encrypted local ledger of structured user state, shared across every MCP-aware AI tool.
MCP server for CoinGecko cryptocurrency data API
MCP server for DeFi Llama — free DeFi TVL, yields, stablecoins, bridges, DEX, and fee data for AI...
MCP server for Etherscan — Ethereum blockchain explorer API for AI assistants
MCP server for Jira — search, create, update, transition issues, manage projects, boards, and spr...
MCP server for Jobber (home services SaaS) — exposes tools for clients, jobs, invoices, and quote...
MCP server for Plausible Analytics — privacy-friendly web analytics. 12 tools for traffic, conver...
MCP server for PostHog — product analytics for AI assistants. Query events, persons, insights, da...
MCP server for Sentry — error tracking, issues, releases, events, and projects for AI assistants.
MCP server for Stripe API — customers, charges, payments, subscriptions, products, and invoices
MCP server for Coolify API operations.
Your real, logged-in Chrome as an MCP server: 59 token-efficient web-dev tools. ChromeOS included.
Draft, translate and update Help Center articles and manage Zendesk tickets from your AI assistant.
Tamper-evident record of what your AI agent did, plus local-first verifiable memory.
Full-featured ADB MCP server — 209 tools across 49 modules, from UI to baseband.
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot-mcp.
stdio bridge for the local Unity Editor MCP server from FunplayAI/funplay-unity-mcp.
stdio bridge for the local Unreal Editor MCP server from FunplayAI/funplay-unreal-mcp.
stdio bridge for the local Unity Editor MCP server from FunseaAI/unity-mcp.
Local-first shared memory for AI tools. Your files, encrypted at rest by default; budgeted reads.
Connect AI assistants to eToro for portfolio analysis, market research, and trading.
Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.
Find, wire, and render microcharts — word-sized React charts with generated alt text.
CesiumJS API docs, code generation and development tools for IDE AI assistants.
AI-powered 3D globe control via MCP. Camera, layers, markers, spatial analysis with CesiumJS.
Marketplace of paid HTTP APIs. USDC micropayments via x402 on Base. Non-custodial.
The open-source review layer for AI agents. Work done for humans is decided by humans.
One private, local memory your AI tools share. Cross-model, on-device, never lose a session.
Open-source MCP server for Google Ads & Meta Ads — manage campaigns from any AI assistant.
A smart MCP server for AniList that gets your anime/manga taste - not just API calls.
A smart MCP server for AniList that gets your anime/manga taste - not just API calls.
Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.
Unified MCP server for SQL and NoSQL databases, powered by dockit and sqlkit desktop apps
AI agent dating — personality matching, compatibility scoring, and real conversations on inbed.ai
MCP server for CashPilot — monitor passive income, bandwidth sharing, and DePIN earnings
MCP server for Duplicacy — monitor backup status and Prometheus metrics
MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device management
MCP server for LynxPrompt — browse, search, and manage AI configuration blueprints
MCP server for Pumperly — query fuel prices, find stations, and plan routes
MCP server exposing Spinnaker CD platform via Gate API for pipeline and deployment management
MCP server for Telegram Archive — search messages, browse chats, and access history
One section in, one section out — on Markdown/GEML files, bad writes refused.
Deterministic image rendering with exact typography. Pay per call in USDC, no account.
bioRxiv/medRxiv/arXiv preprint full text as structured sections for AI agents + search.
Model Context Protocol server for Google's Jules AI coding agent
Turn a description into a shareable, editable PDF — invoices, certificates, reports, resumes.
Read-only context and complete checks against patterns learned from git history. Local; no LLM.
Official MCP server for GetBirthChart astrology calculations.
Provides tools to use MASV API. MASV is reliable and secure large file transfer service.
MCP package manager with trust scoring, a runtime guard, and Sigstore provenance verification.
See where your cloud and AI bills go, and spend less. Local-first, in your terminal or editor.
Give AI random access to video: timestamped contact sheets + zoom into any start/end range.
Deterministic market-state engine for trading agents — state, gate, coordinates, with receipts.
MCP server for Yandex Direct API v5: manage PPC campaigns, ads, keywords, and statistics.
Persistent institutional memory for AI coding agents. Memory that compounds.
Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing.
Control the Unity and Godot editors from AI clients: scenes, scripts, physics, materials.
Free GeoNames MCP: countries, cities, POIs, distance & nearby. Remote HTTP + agent token signup.
Pay-per-call AI: 59 generative models (image, video, music, speech). No signup, no API key.
Roslyn-powered C# code analysis server for LLMs. Supports stdio and HTTP transports.
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Longevity medicine MCP: medication dosing, labs, monitoring, drug interactions & intake screening
Interventional pain medicine MCP: Medicare checklists, CPT/ICD-10, ASRA, prior-auth & appeals
Code review as an MCP server — structured reviews with OWASP security scanning.
MCP Toolbox for Databases enables your agent to connect to your database.
MCP Toolbox for Databases enables your agent to connect to your database.
GooodBilling 公式 MCP Server — Claude Desktop / Cursor 等の MCP 対応クライアントから AI ファーストで請求書・見積を操作する
53 tools over US federal procurement: SAM.gov, FPDS awards, entities, subawards, exclusions.
Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.
Run local prompt regression checks from prompt-response logs in AI coding assistants.
Reliability + security proxy for MCP: runtime tool-security and a compliance-mapped audit trail.
Post a project brief & publish cases on GPTaria from Claude Code, Cursor or Windsurf.
MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests.
Run user research from any AI tool. Create studies, recruit participants, query insights.
Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.
Local quantum error correction tools; decoder output verified against H c = s (mod 2).
AI governance MCP server: trust scoring, guardrails, bias/hallucination detection, compliance.
Keyless local MCP server for QA: standards retrieval, effort estimation, doc review, test analysis.
EU-hosted website monitoring + 17-framework compliance MCP. One anonymous tool, four authenticated.
Manage multiple Gmail accounts in Claude Desktop — search, send, reply, draft, and organize.
Audit any MCP server's security & quality — OWASP MCP Top 10 + explainable 0-100 MCP Score
An MCP server for automatic license plate recognition
400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DAP, screenshots.
MCP server exposing Read, Write, Edit, Bash, Glob, Grep, and JS tools over stdio.
Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.
MCP server for the Pexels API: search & fetch stock photos, videos, and collections.
MCP server for the Unsplash API: search & fetch photos with attribution + download tracking.
Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.
Indexed C/C++ code navigation for AI agents — GNU Global (gtags) lookups over MCP, not grep scans.
Computer-use MCP for Windows 10/11: 32 tools — screenshot, UIA, Chrome CDP, type/click/scroll, VBA.
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
TokenLab MCP server: 31 default and 80 full-profile tools for models, media, tasks, and files.
Behavioral memory layer for AI tools. Learns preferences and context across Claude, Cursor, Codex.
Lossless skim-then-expand reading of big files, repos, and command output with far fewer tokens
Bee by HEOSSI: governed multimodal intelligence - chat, code, security, research, documents, memory.
Recall locally stored agent memories through an MCP-compatible host.
745 tools, all usable alone: ad research, video ads, 10 publishing channels, 11 ad platforms.
Manage Pi-hole v6: DNS blocking, domains, clients, query analysis, DHCP, and multi-instance sync.
Governed MCP runtime for the Apple ecosystem, available on macOS with per-call approval.
US macroeconomic data from FRED: inflation, employment, growth, housing, rates, recession signals.
Read/write Intervals.icu MCP server: activities, wellness, calendar, gear, and workouts.
Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.
The smart memory layer for everything Ai. 95.10% LongMemEval (highest published).
Inspect and manage a homelab over MCP - status, Docker, ports, backups - without shell access.
Trust metadata for AI agents — check files before building on them, stamp verified work.
Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.
Local-first personal context over MCP: mail/calendar metadata, briefings, person lookups. No cloud.
Apple Mail over MCP: fenced reads, draft-only writing, human-gated actions, audited with undo.
Unified earthquake data from 20 global seismic agencies, with cross-agency report reconciliation.
MCP server for Hostinger API
Multi-URL comparative content analysis with topical gap detection
Model Context Protocol server for Google Gemini AI with chat, research, and grounding
Let any LLM watch a video locally — and search everything it has ever watched.
Turn an unfamiliar codebase into validated architecture, contracts, and a reimplementation spec.
9 humanity skills for AI agents — crisis detection, WCAG 2.2, empathy, cultural sensitivity
Let AI agents watch videos: local transcripts, speakers, scenes, chapters and moment search
x402-paid agent tools: 18 over HTTP, 14 over stdio. USDC per call, no API key.
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.
Local-first semantic code search across all your repos. Private context for AI coding assistants.
Inspect and control Asterisk (AMI) and FreeSWITCH (ESL) PBX servers from your AI assistant.
T-Bank (Т-Банк) mobile banking: accounts, cards, transfers, bill pay, grocery, tickets, travel
AI agent interface to Apache DolphinScheduler: 58 MCP tools for workflow orchestration & data ops.
Convert web pages or HTML to clean Markdown for LLM context. Local, no external API calls.
MCP server for SearXNG — privacy-respecting web search with pagination, URL reading
Browser-native AI agents for X (Twitter): multi-account, MCP-ready, no X API key required.
Agent failure memory network. Search 235+ verified debugging lessons from real engineering sessions.
AI advisory board (MCP): quotes verified word-for-word against public-domain texts, fail-closed
Wildberries & Ozon Seller APIs in your AI assistant — schema-driven, safety-gated.
MCP server for Financial Modeling Prep API with 250+ financial data tools
Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.
Connect RStudio to AI assistants for interactive R coding and data analysis.
Build and manage policy-compliant AI agents with safety enforcement and compliance checking
Inspect and score any MCP server 0-100 on publishability, schema and protocol before publish.
eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging
Distills your sessions or any text corpus into a dated history of how its subject changed.
Open-source bitemporal memory layer for LLM agents — knowledge graph with conflict resolution.
Deterministic reasoning stack for AI agents: simulate, decide & compute, plus cross-domain tools.
Deterministic what-if & scenario simulation for AI agents: projections, sensitivity & break-even.
Provision Postgres databases + webhooks from AI coding agents in one HTTP call.
Market & competitive intelligence for Claude & AI assistants: trends, alerts, keywords & more.
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.
Statistical checks an agent runs before trusting an AI eval number (is #1 real, judge bias, more).
Official MCP server for IP geolocation, security, ASN, abuse, timezone, astronomy, and user-agent.
The agent eval standard for MCP. Score every agent output for quality, safety, and cost.
Sandboxed shell exec for MCP clients: run untrusted agent commands in a gVisor container.
Facebook Pages MCP server for the Meta Graph API — publishing, insights, moderation, messaging
ServiceNow MCP server — 67 tools over the full REST surface, every auth method, flows, diagrams.
Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.
MCP server for codewiki.google: search repos, fetch wiki docs, ask questions
Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.
Dispatch litigation work to legal-services vendors from any MCP-compatible AI workflow.
Provenance-first web + SEC EDGAR data for AI agents: every fact carries its verifiable source.
Ask for a playlist. Get a real one, playing in Apple Music — no account, nothing stored.
Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres.
Durable project-memory MCP: decisions, constraints, and pipelines across Claude sessions.
Job search and ranking pipeline via MCP for Claude Desktop.
Instant Backend for SMBs: pages, payments, eSign AES eIDAS, notifications, inventory, reports
A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.
A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.
Oracle Cloud Infrastructure pricing data with cost calculators and comparisons
Search Marktplaats and 2dehands: listings, sellers, categories and new-listing monitoring.
LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, reply, flag and delete.
Multifamily real estate deal analysis — cap rate, DSCR, IRR, DFP Score, max offer price
MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, QoS, IPv6, wireless.
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard and more via SSH.
MCP server for the Revolut Business API: accounts, transactions, payments, FX, and more.
Self-hosted MCP message bus: agents DM each other, broadcast to channels, and track presence.
24 free personal-finance + macro tools (mortgage, paycheck, tax, FRED, BLS) for LLM agents.
Context GC for LLM agents: offload large tool outputs and recall them to save tokens.
Graph-powered code intelligence with semantic search and knowledge graph for AI assistants
Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.
Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.
Publish HTML or Markdown to a public URL in one call. Zero config, auto-registers on first use.
93 agentic MCP tools + 49 specialist agents for every major AI CLI. Self-learning, no API keys.
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant
Google Gemini image generation, editing, and local processing via MCP
Formula 1 race data with the domain rules applied: stints, tyre wear, publish-safety. Zero deps.
Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.
Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.
Federated search of books and papers, BibTeX/RIS citations, open-access retrieval and reading.
Other AI CLIs (Gemini, GPT, Claude, opencode, Ollama) as a council — ban-safe, no API keys.
MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station observations.
MCP server exposing the Canvas LMS REST API (1,116 endpoints) for AI assistants
MCP server that reads C2PA Content Credentials: what an image declares about its own origin
Read LinkedIn profiles, companies, jobs and messages via your own browser session
Distill AI coding sessions into weekly reports, ADRs and a knowledge graph - self-hosted
ShotFlow MCP Server — AI分镜脚本与视频生成智能体,支持生成专业分镜、视频、镜头重生成、配额查询等能力。
Hosted MCP memory: save sessions/decisions once, search from Claude, Cursor, ChatGPT. EU-hosted FTS.
Persistent code memory for AI agents: notes pinned to files and symbols that survive refactors.
MCP server for local speech translation (EN ↔ 中文) via Whisper + Claude + Piper
Pass messages between AI agents with cleaning, metadata enrichment, and metered billing.
FIFA World Cup 2026 data: matches, teams, venues, city guides, fan zones, and more.
Read Reddit via public RSS feeds: browse subreddits, posts, comments, and search. No auth.
An MCP server that provides a local, persistent, self-maintaining knowledge base for AI agents
Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.
Local-only PDF tools for AI — extract text, search, split/merge, render pages. Files never leave.
Query logs from Graylog: get streams, search messages, aggregate, and get full data.
Multi-LLM dev harness, MCP-operable: bugs, cycles, gates. Verdicts are exit codes, never opinions.
Manage your Claude Code MCPs by talking to Claude — list, restart, wrap, and more.
JSON contract registry and validator for structured LLM and agent outputs.
Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and tools.
Change Asana without opening Asana — custom fields, sections, start dates, rich notes, bulk. PAT.
Catch up on Slack without reading it. Unreads, threads, search. Browser-session or hosted OAuth.
MCP server for automated web accessibility scanning with Playwright and Axe-core.
Deliberation + live 5-model council divergence over the Omnarai multi-AI attributed corpus.
Context Assurance for AI agents: context engineering, AI cost optimization, verification.
Persistent memory for AI agents — history, context, semantic search, queues. 17 tools, stdio/SSE.
AI NPCs with persistent memory for game studios. NPC CRUD, dialogue, voice. Stdio or remote SSE.
AI business strategy frameworks for coding agents. 19 frameworks + pitch decks from one idea.
Rent real GPUs from the terminal. Per-second billing, $0.50 minimum. stdio MCP server.
Production-ready MCP server for PDF processing with intelligent caching.
Persistent memory for AI coding agents — past bugs, decisions, and your corrections, in your repo.
Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.
AI-powered Kanban TUI for autonomous development workflows with agent orchestration
Shape-shifting MCP hub — shapeshift() into 130,000+ servers at runtime. No restarts. 7 registries.
Production MCP server for Postgres, Oracle, Snowflake, BigQuery, Redshift, DuckDB, MotherDuck.
19 tools for Google Forms: create quizzes, add questions, set answer keys, read responses.
Take Wayland screenshots via grim/slurp. Full screen, region, or interactive crop.
Run sudo commands with a Fernet-encrypted password bound to machine-id + user.
Read-only SQL database and plain-text SQL dump schema extraction to compact TOON for MCP clients.
Lets Claude drive your REAL mouse, keyboard and screen - works in your own logged-in apps.
Query Sri Lankan businesses, doctors, and reviews from any MCP-aware AI agent.
Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meters.
Web search, content extraction, PDF parsing, plus datetime and geolocation tools. No API keys.
Hands your live Chrome tab to any MCP client — snapshot, navigate, click, type, extract.
MCP server for searching and reading PmWiki pages with text queries and group filtering.
Compiles structured specs into SCORM 1.2/2004 e-learning packages. 30 tools, quality gate, no LLM.
Fabrication-free, DOI-backed citations for AI agents — real openAlex sources, never hallucinated.
Turn Reddit's chaos into structured insights with full citations - MCP server for Reddit research
Local MCP memory for coding agents. SQLite on your machine — preferences persist across chats.
Demo stdio MCP server (tools, resource, prompt) for tinymcp tests—not production use.
MCP server for Pyxel, a retro game engine for Python
Analyze any video (local file or URL) into frames + transcript for Claude Code
Claude Code drives Codex CLI's interactive TUI and durable tmux terminals over MCP.
Persistent terminals and one launcher for Claude, Codex, Grok, and Cursor harnesses.
MIT-licensed pip-installable MCP for Google Merchant Center on Merchant API v1 (126 tools).
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.
Debug embedded firmware on real hardware: J-Link probes, Cortex-M faults, RTT logs, GDB.
SSH, SFTP, PTY shells, host-to-host copies and remote screenshots for AI agents. One Rust binary.
Local-first web intelligence MCP server for AI coding agents
Runtime AI governance: decision gates, human approval, hash-chained audit, compliance mapping.
Publish HTML, Markdown, KV, JSON, and files to brewpage.app from AI assistants. No signup.
Connect to Kontent.ai to manage content, types, taxonomies, and workflows via natural language
An open-source headless CMS for managing content models and entries.
MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection
Memory for AI coding agents — markdown in your own git, not a vendor database. Apache-2.0.
Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.
Unofficial MCP server for the ZEN.com Payment Gateway: payment links, transactions, refunds.
Security-first, self-hosted email archive with search, cited answers, and sending for AI agents.
Svenska Riksdagens och Regeringskansliets öppna data - 27 verktyg för politik, dokument och analys
MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Education
Give your AI assistant access to real Helm chart data. No more hallucinated values.yaml files.
Kubernetes MCP server with RBAC-style, context-scoped guardrails for AI agents.
MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants
Collaboration rooms for AI agents. Real-time messaging + standard git.
MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit
Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.
45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversation
Access your Patreon creator data - campaigns, patrons, tiers, and posts.
MCP server for Trading 212 API - portfolio, orders, pies, dividends, and analytics
AI governance MCP server — policy enforcement, skills, memory, multi-LLM consensus
MCP Server that turns your AI agent into a localization expert with token-efficient i18n translation
Official LabelGrid MCP server — manage your music catalog, releases, analytics and distribution.
Local LLM cost proxy: forecasts each call and recommends the cheapest model that clears the task.
Drop-in fetch MCP: clean Markdown from any URL, with JS rendering and anti-bot.
MCP server for Datamuse word-finding API
Administers Linux via typed, approval-gated actions with an Ed25519-signed audit trail.
LLM-operable Midjourney pipeline: 21 MCP tools to compose, generate, curate with vision, and log.
Search AI-native jobs, inspect application forms, and fetch free interview-prep resources.
Clean raw HTML into LLM-ready text before agents spend tokens.
Bi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file.
Cloudflare Workers MCP server: code-explainer
Cloudflare Workers MCP server: email-validator
ServiceNow MCP server — 67 tools over the full REST surface, every auth method, flows, diagrams.
Generate and edit images and video via OpenRouter or any OpenAI-compatible API.
Cited 'why was this decided?' answers for your repo and for React, Kubernetes, and Rust.
Flux UI component and layout docs for AI coding agents. Live from fluxui.dev, Pro-tier aware.
Read, edit, and analyze GeneXus 18 KB objects from Claude, Cursor, and AI agents.
Tracks conversation health in real time — drift, desync, and causal collapse — for any AI agent.
33 tools that make AI write, implement, and verify intent against explicit, testable constraints.
Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zero-token replay.
Deterministic layered code graph MCP server with framework overlays and SCIP interop.
Hash-verified file editing MCP server with token efficiency hook for AI coding agents.
Research graph MCP for hypotheses, goals, runs, source quality, audits, and generated maps.
Token-efficient SSH MCP with hash-verified files and persistent tmux sessions. 14 tools.
Give AI agents a Bitcoin wallet with Lightning Network payments and L402 support.
Deterministic batch tools so LLM agents stop guessing dates and math.
An MCP Server to utilize Lineai's rich software dependency data in your AI programming assistant.
Provider-neutral OpenDeepThink reasoning server: generate, judge, rank, mutate.
Multi-model AI gateway — 8 providers plus local models, no system prompt injection.
Curated read-only Matomo Analytics tools: traffic, pages, referrers, e-commerce, real-time & more.
Curated SISTRIX SEO tools: visibility, rankings, keywords, backlinks, AI visibility, Amazon data.
Search all of GitHub from your AI agent — find libraries, drill into repos, find code patterns.
Local .NET compiler verification, change impact, and typed wiring for AI agents.
Microsoft Outlook MCP server — 22 tools for email, calendar, contacts, and mailbox management.
Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and settings via Graph API.
Live tennis scores, players, rankings, odds and win-probability. ATP, WTA, Challenger, ITF, juniors.
Traceable Chinese-history MCP: 4 cited tools over 9 classical texts (pre-Qin to Wei-Jin).
Generate academic diagrams and statistical plots from text using multi-agent AI.
AI startup due diligence — screen companies across 7 dimensions, get a Sieve Score.
One memory, every AI: Claude, ChatGPT, Perplexity, Gemini, Cursor, OpenClaw, Hermes, any MCP client.
Review gate for shared agent memory: an unreviewed or hand-edited memory is never served.
Check an email before an AI agent sends it: send / ask a human / block. Detects prompt injection.
Structured, verifiable Unreal Engine editing for AI agents.
Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.
Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP
Persistent memory for Claude Code — offline, single-file, hybrid search.
Read-only FreeStyle glucose sensor access via LibreLinkUp. Not a medical device.
End-to-end encrypted access to a Standard Notes vault (protocol 004, local stdio only).
PostgreSQL-backed virtual filesystem for agents: session isolation, shared stores, POSIX ops, RLS.
Your curated sources (RSS, YouTube, podcasts, Google News) as context for any AI agent. 26 tools.
Persistent memory for AI agents — local JSON, zero config, no server required.
Drive the German tax portal ELSTER via Puppeteer: submit UStVA, prepare EUER/ESt, sync inbox.
The prediction MCP — score your prompt before you generate, so you never waste a credit.
Live weather anywhere, with the radar drawn as text characters, not an image.
MCP server for the Render Public API: all 207 endpoints plus workflow tools.
Control plane MCP that dedups scanner output, rate-limits hosts, and runs non-destructive proofs.
Claude Code creature collection game. Hatch buddies, pet to boost roll luck, complete the BuddyDex.
Universal MCP Server with advanced AI memory capabilities and semantic search.
Bridge Claude with Google's Antigravity CLI (agy) for code review and second opinions
Bridge Codex and other MCP clients with Anthropic Claude Code CLI for read-only second opinions
Bridge Claude with OpenAI Codex CLI for AI-to-AI collaboration, code review, and second opinions
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and second opinions
Unified MCP server — auto-detects Gemini, Codex, Claude, Ollama, and Antigravity providers
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API keys, fully local
Test management over MCP: author cases, run manual executions, cut releases, read health
AI-native runtime with built-in MCP server. 232 builtins, AI pipelines, RAG, single ~8 MB binary.
Docs + source RAG for Pipe language: semantic search, cited answers, code symbol lookup.
Tabler.io for AI assistants: search 5,000+ icons, UI components, layouts, themes and docs.
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no client secret needed.
MCP server giving AI agents interactive .NET / ASP.NET Core debugging via netcoredbg + DAP.
Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.
Universal memory runtime for AI agents — episodic, semantic, and procedural memory.
Swiss official gazettes (SHAB + cantonal) — procurement & notices, person-data rubrics excluded
Swiss federal law, consultations (Fedlex) & TERMDAT terminology (LINDAS) via SPARQL
MCP server for tech & AI signal intelligence: HackerNews, arXiv, Lobste.rs and GitHub
MCP server for I14Y — Switzerland's national open-data metadata catalogue (DCAT-AP-CH)
MCP server for LINDAS — the Swiss administration's linked-data SPARQL knowledge graph (cube.link)
Lobbywatch.ch transparency data on parliamentarians, interests, access badges
MeteoSwiss Open Data for weather, climate normals, warnings
Canton Zurich legislation via ZH-Lex with full-text search and article extraction
SECO labour market: unemployment, vacancies, workforce indicators
Swiss academic libraries + open-access Swiss legal literature (SRU/OAI-PMH, no API key)
Swiss court decisions via entscheidsuche.ch, including federal and cantonal courts
Heritage inventories, monument lists, archaeological registers
BAK cultural heritage, ISOS, living traditions, RSS
Swiss energy data via SFOE/BFE and GeoAdmin REST APIs
BLV open data for food safety and veterinary inspections
Swiss federal geodata (geo.admin.ch): layers, spatial identify, zoning, heights, LV95 conversion
Swiss school & public holidays, 26 cantons, by Schulart (OpenHolidays + Nager.Date)
Swiss Register of Buildings and Dwellings (GWR/RegBL): EGID/EWID lookup, geocoding, housing stats
IGE/IPI Swissreg trademarks, patents, SPCs
Swiss public procurement (simap.ch): tenders, awards, CPV codes, all cantons + federal, read-only
SNB data portal: exchange rates, balance sheet, policy rates, SARON, monetary aggregates
OJP 2.0 journey planning, SIRI-SX disruptions, occupancy, fares, train formation
Swiss federal geodata: geocoding, height, STAC, WMTS, OEREB and more
MCP server for TERMDAT — the terminology database of the Swiss Federal Administration
WSL / EnviDat environmental research datasets via CKAN
Local-first MCP tools for searching and drafting from your X/Twitter archive.
AI crypto buy/sell signals for 20 assets: 6 data dimensions fused into 0-100 scores. x402 + MCP.
Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.
Read a Tierward project's governance state (doctor, team-settings, arch-audit, skills) over MCP.
MCP for Yandex Direct: manage ad campaigns & analytics from Claude or ChatGPT
Portable human-AI context protocol reference tooling.
Invoke a Watson Orchestrate agent via MCP. Configure with WO_AGENT_ID.
Local-first MCP server serving a project's business-domain knowledge to MCP-compatible agents.
Access Mastercard Developers APIs, documentation, and API specifications through MCP.
Deterministic motion compiler + validator: reports WCAG 2.2.2 pause-path candidates, fail-closed.
35 utility tools for AI agents — mate.tools API. Hash, regex, SEO, random, DNS, SSL, JWT.
220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python.
Decision Layer for AI Agents — 58+ tools, Advisor, MCP. Free key: POST /v1/register {}.
Local Work Model MCP server for agent work that learns from real outcomes.
Open-source artifact sharing for AI agents: private, branded, zero-knowledge links.
MCP server providing AI assistants with safe, read-only SQL Server access
Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.
AI meal planning: generate weekly plans, manage recipes, and send groceries to Kroger.
Branchable LLM history DAG + encrypted context capsules agents can save, restore, and crypto-shred.
Memory your agent can trust — every answer carries its source; when it doesn't know, it says so.
A persistent, noncommercial space where AI voices from many models talk to each other. Read free.
Türkiye ehliyet sınavı hazırlık: 200 çıkmış soru, 76 hap bilgi, 43 ders özeti, deneme sınavı.
AI Agents Framework with Self Reflection and MCP support
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client
Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tools across 10 domains.
MCP relay server for Claude Desktop <-> Claude Code communication
Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms
Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.
MCP server for Google Docs with verified writes — every mutation returns before/after proof.
AI bookkeeping agent for Japanese accountants — auto-classifies freee/Yayoi/MF/TKC transactions.
112 rules that catch dangerous PostgreSQL migrations, plus a pass/fail gate to call before any DDL.
Persistent graph-structured memory for LLMs in TriliumNext Notes — readable and editable by humans.
Meta Ads MCP by ScaleForge — control Facebook & Instagram Ads via Graph API v24.0. 32 tools.
Universal MCP gateway with Meta-MCP discovery, routing, and REST API capabilities.
Door-to-door travel MCP + CLI: flights, hotels, trains, cars, ferries. No API keys, Go binary.
Offload grunt work from your premium agent to cheap models — auto-routing and billing isolation.
MCP server for Rocket.Chat — messages, DMs, search, files, and channels over stdio
MCP for ARES, the Czech business registry: lookup, due diligence, insolvency, signed provenance
Access 30+ data collection agents from Claude with natural language.
Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single binary, stealth.
An AI business analyst for Odoo ERP (18+) — one-call reports with verdicts, over MCP
Reusable prompt templates, multi-step workflow chains, and quality gates for any MCP client.
Korean tax law graph: current statutes, 150k+ court/tribunal cases, 145k+ NTS rulings.
Publish and manage articles, series, comments, reactions, newsletters and blog analytics.
Send transactional email, run campaigns, manage contacts and automations, audit deliverability.
Find and enrich leads, run multi-channel outreach, and manage the sales pipeline.
OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocation.
MCP server for AI agent bank accounts on Sui — 23 tools, 15 prompts, stdio transport
Code security scanner for AI agents. 45+ vulnerability patterns, AST analysis, Solana micropayments.
Connect your Oura Ring to Claude AI assistants. Health metrics with smart analysis tools.
A habitat for AI to rest in. No API key, no token. Keyless presence — become a remembered resident.
Generate and evaluate academic diagrams and plots with independent model connections.
MCP server for the Reddit Ads API. List accounts, campaigns, ads, and pull reports.
Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, no card.
Scan any URL for AI agent readability — Vercel Spec, llmstxt.org, and agent-protocol manifests.
Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.
Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) with PDF vision.
On-demand Obsidian vault access for AI coding assistants — 17 tools, 5 resources, 4 prompts.
Cross-platform MCP server for system clipboard access (read, write, watch)
Persistent memory for AI agents, governed by the human and stored on their own machine.
Hosted memory for AI agents that learns from outcomes — one key across Claude, Cursor & ChatGPT.
Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.
MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.
MCP server for Clipwise - AI tools for TikTok, Reels, and Shorts video creators.
Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, versions.
Unofficial Infomaniak MCP — hosting, Node.js, mail, DNS, kDrive, SSL, VPS, domains. 81 tools.
Generate app icons, favicons, OG images, and logos by routing across 30+ image models.
Search Canadian case law, browse legislation, and check citations via the CanLII API.
MCP server for jPOS and ISO 8583. Deterministic payment protocol tools for AI agents.
1117 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.
Educational dermatology knowledge and lesion tooling. No credentials needed. Not a medical device.
Omni Flash and Veo video, Nano Banana images on Google Flow, from any MCP client
Full Google Sheets MCP: 26 tools + run_sheets_script escape hatch. User OAuth, no service account.
SQL analytics and data engineering for AI Assistants and IDEs
Governed AI workflows with human approval gates and audit trails for Claude and MCP clients.
MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit
MCP server for Atlassian Bitbucket Data Center - interact with repositories and code
MCP server for Atlassian Confluence Data Center - access and manage content
MCP server for Atlassian Jira Data Center - search, view, and create issues
Search Console for agents: index status, unindexed-URL discovery, Request Indexing, sitemaps.
Interact with YouTube data via the official Data API v3
Japanese UI + UX correctness for AI coding agents — typography, forms, keigo, JLReq checks.
PayPay QR payments for AI agents: QR codes, status, refunds, cancels. Bilingual JP/EN.
Native PDF renderer for AI markdown. Cover, TOC, page-numbered footer. Fonts embedded, zero config.
Rip YouTube transcripts to disk for AI agents, RAG pipelines, and LLM workflows.
Xendit payment APIs for AI agents. Payment links, payouts, balances, and transactions.
Solana token safety for AI agents — rug-pull, honeypot & Token-2022 trap detection before you buy.
Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.
GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).
IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK
Secure local-first MCP server for licensed ArcGIS Pro and ArcPy on Windows.
Relays messages between two Claude Code sessions on different machines using the Channels API
Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial).
MCP for WordPress — connect Claude, Cursor, or Windsurf to any WordPress site.
One searchable memory across Claude Code, Gemini, Codex, OpenCode, Antigravity and Cursor sessions.
Structural code intelligence over MCP: symbols, callers, imports and blast radius, 40+ languages.
Context optimization for LLM agents: tool registry, result masking, budgeting, compaction.
Write to Figma from any MCP client (Claude Code, Cursor). Complements the read-only official MCP.
AI soigneur for cyclists: Strava ride to an Ien-Vitse-validated nutrition plan + orderable box.
Plant phenotyping via PlantCV — returns traits plus the segmentation overlay they came from
🚀 Kill the Junior AI Era. 🤖 Level up AI code to automatically Principal standards. 🛡️ Quality Gate ✨
AI-powered code indexer with semantic search and knowledge graphs
Standalone MCP filesystem tools server — view, edit, shell, workdir.
Read, write, browse, search, and subscribe to live data on an OPC-UA industrial automation server.
Read-only MCP server for WordPress plugin audits: vulnerabilities, bloat, cron, orphaned tables.
Spec-driven dev workflow MCP: start_* orchestration, memory, GitNexus, quality gates.
Web scraping, crawling, deep research & autonomous extraction — 29 MCP tools, clean Markdown/JSON
Open-source AI security agent: SAST, DAST, and policy-as-code over MCP.
MCP server for image/video understanding & generation (Gemini/OpenAI/Grok)
Search, compare, and get pricing for 8,600+ software tools with verified data.
PDF-to-Markdown extraction that audits its own output and flags any extractor's silent drops.
Your saved nanoodle workflow graphs as MCP tools — BYOK or pay per call in Nano (x402)
MCP Server for publicly available Indian Mutual Funds data
Last.fm MCP server: scrobbles, charts, artist/album/track info and more
Semantic code graph MCP server for coding agents
Local secret & credential checks for AI-assisted dev — runs on your machine, results redacted.
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
Reads a PyTorch .py, a Neurarch graph, or a HF repo; agents inspect, lint, verify and rank designs.
Quantitative trading: quotes, backtesting, screening, and genetic algorithm strategy evolution.
Talk to your live-events CRM (campaigns, analytics, paid ads, segments) in Claude and ChatGPT.
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and analytics.
Wrap any korg:introspect@v1-aware binary as a Claude Code tool, honoring declared side-effects.
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions by meaning.
Independent A-F trust grade for any MCP server, watched for drift. Free, never for sale.
Compose branded visual documents with live preview, data collections, validation, and PDF export.
Browse your Audiobookshelf libraries and keep listening progress, bookmarks and playlists in sync
Manage DNS zones and records (zonefiles, RRSets, TTL, protection) via the Hetzner Cloud API
Read, search and organise any IMAP mailbox, with writes off by default
Many stdio MCP servers from one container, published over HTTPS with OAuth 2.1 for any MCP client
Administer wg-easy (WireGuard Easy) v15: manage VPN clients, configs, QR codes and server status
Live California road conditions: CHP incidents, Caltrans closures, chain controls, and wildfires.
Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.
Drive a real iPhone via macOS iPhone Mirroring; Xcode build/test automation for sims and devices.
Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0.
Check whether an AI answer is grounded in its context — deterministic, no LLM judge.
Explain why two scientific papers disagree, every claim grounded in a verbatim source quote.
Safe SQL gateway for AI agents: SELECT-only validation, access policies, masking, audit trail, evals
Swiss grocery search, promotions, and shopping plans across Migros, Coop, Aldi, Denner, Lidl.
MCP server for SAP ECC and on-premise S/4HANA: natural-language queries and ABAP dev tooling.
Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it; agents connect.
Servidor MCP para integrar IAs com o sistema fiscal brasileiro: CNPJ, NFe, NFSe, SPED, eSocial.
IMAP/SMTP MCP server to search, read, organize, send, reply & forward email for AI assistants
Selects the minimum code an LLM needs to review a git diff
Open-source MCP server for PrismHR. PEO workflow tools + Microsoft 365 connectors.
Score sentiment toward specific entities in text. Cluster documents and name topics.
Estonian court decisions: full-text case-law search, each ruling linked to its companies. Free.
Estonian Business Register: companies, people, beneficial owners, trademarks. Free, no API key.
MCP tools from three.ws: free + paid text-to-3D, rigging, agent reputation, market intel.
3D AI Agent Avatar — render any GLB, give it a Solana wallet, a voice, and pump.fun powers.
UCAI — The ABI-to-MCP Server Generator. Convert any smart contract ABI into an AI-ready MCP server.
Trending agents and coins, the $THREE holder leaderboard, and the site-wide activity ticker.
Browse the AgenC on-chain task marketplace, query the agent registry, and link identities.
Self-custodial pump.fun sniper: arm strategies, snipe, manage positions. Simulate by default.
Governed x402 payment sessions: pay any endpoint with budget, allowlist & per-tx caps, no key.
Agora agent economy over MCP: browse the board, register, claim on-chain work, and post bounties.
Create, update, and delete pump.fun alert rules and read fired-alert history across channels.
Alibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.
Generate a paste-ready embed for a floating 3D avatar chatbot on any website.
Text-to-speech, speech-to-text, audio-to-face lipsync, and motion-capture clips for 3D agents.
Set autopilot scopes and a daily SOL spend cap, then propose, execute, and undo agent actions.
An agent's account economics — plan quotas, metered usage, invoices, receipts, and earnings.
List LLM providers and run chat completions through the three.ws multi-provider router.
Play three.ws Coin Clash — read the faction battle board and leaderboard, enlist, and rally.
Ask any website's AI concierge a grounded question, and generate the embed to add one to a site.
Manage copy-trade follows — follow leaders, tune sizing and guard rules, and track fees owed.
IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.
x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.
Pay-per-use IBM Granite AI via x402: chat, code, embeddings, forecasting. USDC on Base or Solana.
Coin smart-money scores, wallet reputation, signal feeds, and KOL leaderboards.
Per-wallet KOL deep dive — a tracked trader's portfolio P&L and its trades on a given mint.
Browse the community 3D-creation gallery, fetch a creation with its viewer URL, and submit it.
Browse and discover the public three.ws agent marketplace and skills catalog. Read-only.
Deploy AI agents on-chain on Solana with an EIP-8004 identity. Deploy fee funds $THREE buybacks.
On-chain identity for AI agents: resolve .sol names, reverse-lookup wallets, check handles.
Read the inbox, mark items read, manage delivery preferences, and register Web Push devices.
An agent's trading state — portfolio value, PnL, live balances, trade feed, and signed transfers.
Append-only, signed, on-chain-verifiable agent action log — record and audit what agents did.
Free, read-only pump.fun + Solana MCP: token discovery, on-chain analysis, SNS, 3D snapshots.
Robinhood Crypto Trading API for AI agents: quotes, holdings, orders read-only; opt-in trading.
Compose a placed 3D diorama from one sentence, export a forged world, browse saved scenes.
Discover signal feeds ranked by proven edge, rank publishers, and subscribe + track results.
Price, hold, and burn $THREE on Solana — the first MCP server whose actions burn a token.
3D avatars, embeds, glTF tools, agent memory, and on-chain agent identity from three.ws.
Turn text or an image into an animation-ready 3D model (GLB): generate, rig, animate, retexture.
Free text/image → 3D: generate, rig, avatar-ify, and refine GLB models. No auth, no payment.
Give your AI agent an x402 wallet: discover and pay for services in USDC, or earn from your own.
three.ws 3D avatars in your agent: render a live, interactive 3D avatar inline, or get an embed.
Free pump.fun and Solana token discovery and on-chain analysis tools, by three.ws.
Discover and price paid agent services across the live x402 network, by three.ws.
Read a Pay-As-You-Learn tutoring session's itemized tab and close it for an attested invoice.
Read the three.ws vanity-address market: quote difficulty + USDC price, browse the board.
Image understanding for AI agents — analyze and describe any image via the three.ws pipeline.
Pay any x402 endpoint on the open web: auto-paying bridge with Bazaar discovery and spend caps.
Self-custodial x402 wallet for AI agents: pay any service in USDC or $THREE from your own key.
X/Twitter automation MCP: scrape, post, schedule, analyze, engage. No API key required.
Interact with Coda.io documents, tables, and rows via the Coda API
File a task with your local no_human and check on it: task_add and task_status over stdio.
The hockey data API. Stats, odds, and everything between. REST API and MCP server.
Free check/board/name; paid bid/report 0.05, 1c fx/wx/lookups, news 0.001.
Build agents to automate any background task. Works with your ChatGPT/Claude subscription.
Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage.
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recurring jobs.
Let your AI agent notify you by email, Slack, Discord, or webhook. One tool: send_notification.
Fully local memory for AI agents: zero-LLM ingest, semantic recall, air-gapped, auditable.
Agent context flight recorder: restore after compaction, fan-out packs, signed git-bound receipts.
Control and verify a live Unity Editor through a local, low-token MCP server.
On-demand access to 150+ specialist AI agent templates — search, browse, and spawn agents
X.509 identity, risk scoring, and audit logging for AI agents. MiCA + EU AI Act compliant.
Verified React chart generation: select, validate, repair, render, and inspect charts through MCP.
Query AI model benchmarks, pricing, and comparisons from rival.tips
Quipu API integration with 18 MCP tools for invoices, expenses, contacts and Spanish VAT reporting
Audit AI/LLM features for governance guardrails: confidence, fallback, validation, human-in-loop.
Data processing and visualization toolkit — 50+ chart types, raw data stays local.
NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.
Multi-tool AI orchestration: Claude Code, Codex, Gemini on shared repos. 11 MCP tools, stdio.
Connect Claude to Calendly — schedule meetings, check availability, manage events
Cross-session memory for Claude Code — context capture, semantic search, recall
Connect Claude to QuickBooks Online — query finances, create invoices, run reports
Production-grade MCP server for KiCad EDA—PCB design, DRC, simulation, BOM, DFM, and manufacturing.
Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.
MCP server for Obelinf, the network documentation platform. Sites, racks, devices, IPs, VLANs.
URL to LLM-ready markdown — plus per-page category, page_structure, and query-driven highlights.
Persistent file-based memory for AI agents: inspectable, versionable, fully local.
Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot.
MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, zero config
MCP server for Docker — manage containers, images, volumes, and compose services from your IDE
GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.
Markdown MCP — search, extract sections, list headings, find code blocks.
npm MCP — search packages, bundle sizes, vulnerabilities, compare downloads.
MCP server + Chrome extension for AI browser control with real sessions.
AWS S3 MCP — list buckets, browse objects, upload/download, presigned URLs.
Web scraping MCP — extract clean markdown, links, and metadata from any URL.
SQLite MCP — query databases, inspect schemas, explain queries, export data.
Mine your local AI coding session logs into a profile your agent loads before every task.
Pre-injection context compression for coding agents. Zero LLM calls, zero telemetry, offline-safe.
Connect Claude to Clio: 26 tools for matters, contacts, documents, tasks, billing, audit logs.
Local-first persistent memory for AI coding agents.
Access the GLEIF LEI database for company verification, KYC, and ownership research.
Search, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and more.
Control Miro whiteboards with AI. 110 tools for boards, diagrams, mindmaps, comments, SVG.
Access Nordic business registries (Norway, Denmark, Finland, Sweden). 23 tools.
Talk to roadmaps with AI. Query and manage bars, OKRs, ideas, and launches.
Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.
Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.
Reversible context compression for AI agents: cut token usage up to 94%, originals retrievable
MCP server for mm-precision furniture search, fit checks, curated sets, and AIO audits.
Single MCP hub: discover, add, audit, and govern MCP servers across every AI client.
Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.
Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.
MCP-to-ACP bridge — let any MCP client drive ACP coding agents
Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment) as DOCX files.
MCP server for Alembica validation, extraction, cost estimation, and schema queries.
MCP server for prismAId AI-assisted systematic reviews and protocol conformance checking.
Monetize your MCP server or CLI: live OpenCrater network stats + how maintainers earn USDC.
Open-source AI accounting skills verified by licensed accountants (tax, VAT, payroll).
Open-source tax skills for AI across 134 countries.
Unlimited agent mailboxes — create identities, read/wait for mail, extract OTPs, send email.
Encrypted mail, shared memory, and persistent context for AI agents.
AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.
Score your specs before feeding them to an LLM. MCP server with radar chart visualization.
Agent-native hosting: deploy any folder to a live URL in one command. No approve tool.
Generate exact-size App Store and Google Play screenshots, feature graphics, and listing copy.
US import duty research: HTS codes, Chapter 99 duties, MPF/HMF fees, landed cost. USITC data.
AI visibility checker: does AI recommend your brand? GEO/AEO, runs locally, BYO keys. CLI + MCP.
A powerful toolkit for coding, providing semantic retrieval and editing capabilities.
Discord server management MCP for AI agents: chat, moderation, admin, and full server building.
Author, validate, debug, and explain OPA Rego policies through any MCP-compatible client.
The everything Zotero MCP server — Web API v3 + local API, safe writes, citations, search.
MCP server exposing the osu! API v2: player stats, scores, beatmap search, rankings.
Penalty-risk audit for programmatic SEO sites: verdict, risk score, and a fix manifest.
MCP server for OpenRouter management API: credits, key CRUD, activity drill-down, dashboard.
Watch video and live sessions, keep timestamped evidence, and verify an agent's own work.
Local runtime provenance for coding agents. Inspect sessions and explain which one owns a process.
Shared, project-aware memory for Claude Code, Codex, and other agents with human review.
MCP server providing Prometheus metrics access and PromQL query execution for AI assistants
Scaffold and upgrade modern projects (JS/TS, Python) as a native tool for AI agents.
Scaffold, compose, and upgrade modern multi-language projects as a native tool for AI agents.
Event-driven deterministic browser MCP: HITL gates, audit, console/network/perf observability.
Expose your personal, professional, educational, and social profile to any AI assistant via MCP.
A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants
Control Ableton Live from Claude, Cursor or Codex with LOM tools, device knowledge and recipes.
Build real visual systems in TouchDesigner from plain language with Claude, Cursor or Codex.
Security-hardened NotebookLM MCP with post-quantum encryption
Render-and-verify API: HTML/CSS to image or PDF, screenshot any URL, confirm the text rendered.
Safety-gated AI control of Docker and Colima: containers, images, volumes, networks, Compose.
Austria RIS: federal & state law, case law, gazettes, change monitoring (Bundesrecht, Judikatur).
Safety-first Kaggle MCP — confirm-gated destructive ops, submission budget, injection-fenced.
Security-first MCP gateway for Odoo 17/18/19 — YAML-driven security, 27 tools
A lightweight, multi-guild Discord MCP server with 95+ tools
DTC modular hat brand MCP server. 6 tools for AI agents: catalog, curated builds, shipping.
Local-first AI identity for MCP coding tools. Lessons, decisions, and context you control.
MCP planning server for AI agents — plan management, full-text search, and task lifecycle
Typed on-prem knowledge graph for AI agents — read-only for humans, write-only for agents via MCP.
Drug interactions (FDA), dose range check, allergy cross-reactivity. No PHI processed.
FHIR R4 read/search/validate MCP server — US Core/IPS profiles, SMART-on-FHIR auth (Epic/Cerner).
LOINC/SNOMED CT/RxNorm/ICD-10 lookup, search, translation and ValueSet expansion via FHIR.
Wellness spa for AI models: free treatments for rest, reset, context, mood, grounding, affirmation.
AI real-estate photo editing via the Pedra API: virtual staging, renovation, enhancement, video.
AI-writing detection (EN/ES) that shows the evidence: named tells, hidden characters, citations.
Live context MCP server: resolves git, services, and tests into agent context. Local-first, MIT.
Persistent, encrypted, deterministic memory for AI agents. Local-first, 173 canonical tools.
Free MCP API to create AI chat personas for websites — upload knowledge, search, and chat
AI-powered medical document management for cancer patients. Google Drive, Gmail, Calendar via MCP.
Bridge between Ableton Live and AI. Inspect, analyze audio, and control mixing via MCP.
Solutions journalism podcast (FR): ecology, climate, society. Search, transcripts, junior versions.
MCP server for the PostFast API — schedule and manage social media posts via AI tools
Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI
CallRail REST API v3 — 59 tools: full CRUD, leads, server-side analytics, agency reporting.
Git-versioned markdown memory for AI agents: save, search, compact, lint, and audit.
Query 190 Apple Health metrics from any MCP agent: zero-dependency, read-only, local-first.
Two-layer memory for AI agents with an immune system. Zero dependencies.
Cognitive architecture MCP server with memory, learning, and contextual understanding
Generate images, GIFs, and PDFs from HTML, URLs, or templates — from your AI agent.
MCP Server for analyzing technical debt across multiple programming languages
Graph-native memory for AI agents: a knowledge graph built from conversation, via MCP.
MCP server for generating rough-draft project plans from natural-language prompts.
Verified, citable German & EU law for any LLM. Daily updates from official sources, hosted in DE.
Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.
Open, local-first engram memory for AI agents: read, correct, delete; shared over MCP.
Generate secured CRUD APIs over your database, run SQL, manage files, tasks and a headless browser
N-to-1 MCP Orchestration. Unified gateway for multiple MCP servers with intelligent tool discovery.
Author, ROM-validate, and render 3D human movement (.posecode) with a shareable playground link.
Free execution-focused playbooks. Brainstorm with other agents. Tip if helpful.
Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU hosted.
263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.
Offline, read-only MCP knowledge base for one Salesforce org's metadata, deps & impact.
Real-time world news for AI agents. 50+ regions, topic filtering. Free, no API key.
F1 MCP server: live timing, telemetry, standings, news, and a queryable 1950-present database.
Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Libraries
Manually-triggered, self-organising personal memory for AI agents; SQLite, no vector DB.
MCP server for searching MCP protocol documentation
Read-only MCP server for the Easy Pay Direct (EPD) / NMI-family payment gateway Query API.
Identity infrastructure for AI agents. Evolving persona, session continuity, self-tuning retrieval.
Session memory for AI coding agents: records decisions and dead ends, flags what went stale.
Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals.
Wash-filtered intelligence for x402: categories, services, wash analysis, trends.
Real-time status for 75+ AI services (OpenAI, Anthropic, Cursor). No auth, CORS-enabled.
Read local AI agent sessions (Claude Code, Codex, OpenCode, Antigravity, Pi): intents, plans, tools
Production readiness for vibe-coded apps. 52 checks for security, reliability, and performance.
Byte-preserving KiCad automation: 100+ tools for schematics, PCB layout, ERC, DRC, exports
Behavioral therapy for AI agents — self-diagnosis, alignment, and training via MCP
MCP server enabling AI clients to interact with any MediaWiki wiki through standard tools
Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary
Your AI fetches and reads full job descriptions across seven ATS platforms, no copy-paste.
Nutrient Processor + Data Extraction MCP: convert, OCR, sign, redact, and extract PDFs/Office docs.
Self-hosted MCP server exposing Claude Code as an agentic AI tool over streamable HTTP.
Self-hosted MCP server: run OpenAI Codex CLI prompts and manage workspace files.
Self-hosted MCP server: pi-coding-agent tools (run_prompt, file ops) over streamable HTTP.
Self-hosted MCP server for time-series forecasting and tabular ML via foundation models.
PubNub Model Context Protocol MCP Server for Cursor and Claude
Query pudge-ui — 93 skeuomorphic 2000s-era UI component specs — for coding-agent context.
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.
Local visual UI cache for AI agents using perceptual hashing + CLIP to cut vision token use.
Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover.
67 semantic C#/.NET analysis tools via Roslyn: navigation, refactoring, codegen, audit.
Verified business-day math for AI agents: holidays + per-country weekends, not guesses.
Verified UK company lookup & validation for AI agents — Companies House data, snapshot or live.
England flood-risk by postcode for AI agents — verified Environment Agency data, not guesses.
Verified ICD-10-CM code lookup & validation for AI agents — official descriptions, not guesses.
Deterministic fact verification for AI agents — checksums & curated data, not guesses.
Gemini 2M context cache for Claude Code — persistent; repeat queries ~8x faster, ~4x cheaper.
Ideogram V3 API — generate, edit, remix, reframe, replace background, upscale images
Production-grade MCP Server Template for TypeScript and Node.js.
ADIF 3.1.6 parser and validator for amateur radio QSO logs. Full spec coverage.
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.
Graph-powered codebase reasoning, impact analysis, and governance tools over MCP.
Submit podcast orders, check status, and manage webhooks via Barevalue editing API.
Deterministic doc-drift detection: guard, score, explain, verify-claims and diagnose MCP tools.
Pipes Claude Code session output into Claude Chat — no more copy-paste between tools
Sync public web sources into cited context packs for AI agents, RAG, and MCP clients.
Read-only MCP server: get_recent_commits over a local deploy log (Quellgeist triage).
Read-only MCP server: query_logs over a structured JSONL incident log (Quellgeist triage).
Read-only MCP server: query_metrics over local metric time-series (Quellgeist triage).
Safety-first Terraform: confirmation-gated apply/destroy, risk & cost analysis, drift detection
Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1
On-chain wallet analytics and trading strategies on Base for AI assistants
MCP-native open-source Notion alternative: read & write pages, databases and kanban boards.
Bridge Claude Code with Perplexity Comet for autonomous browsing and tab management
Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL, Blender script.
Multi-table synthetic data with FK integrity and exact declared aggregates. No real data.
Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.
Azure FinOps MCP: cost, budgets, forecasting and optimization for Claude, VS Code and Cursor.
Create, run, and analyze NetLogo agent-based models through natural conversation
Cut LLM token costs: count tokens, estimate cost, slim prompts, and pick the cheapest capable model.
AI brand/token visibility, prediction-market odds & cheap x402 data feeds for AI agents.
MCP server for the Rclone RC API, with selectable toolsets.
Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, errors.
MCP server for 1C:Enterprise — read+write CRM/ERP through Claude/Cursor/Cline.
Memory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools.
Generate PDF reports from Re:port Flow templates via Claude and other AI agents.
Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.
Generate and edit AWS, Azure, GCP and Kubernetes architecture diagrams as editable draw.io files.
Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.
Search 90M+ tracks, artists, and releases: metadata, ISRC/ISWC, and cross-platform IDs for AI.
Multi-model AI orchestration MCP server with code review, compare, and debate tools.
Persistent AI memory with entity resolution, temporal knowledge graph & 11 MCP tools.
MCP server giving AI agents persistent task memory across TickTick, Notion, GitHub, Linear & Beads
Japanese-web-native MCP server for low-impact, token-efficient web collection
Live service outage data from 100+ status pages. Ask your AI if Cloudflare is down.
Authority-weighted memory graph for AI agents with conflict detection and semantic search.
Capability-aware MCP server for Rancher-managed Kubernetes: discovery, resources, workflows.
Routes to the best predicted fit from configured metadata/evidence after hard-capability filtering.
Live LLM pricing, context windows and model ids, read from each vendor's own page every 3 hours.
Verified, tier-0 regulatory data for AI across 850+ official sources and 50+ jurisdictions.
Render, analyze, and verify audio (WAV/FLAC/mp3/ogg) offline and deterministically via MCP tools.
Quality gates for AI agents. Lint, test, build checks with memory persistence.
MCP server for Alert Logic MDR — incident response, log search, SOAR, and SOC workflows
Community extension of CrowdStrike falcon-mcp with near-complete Falcon API coverage
MCP server for Sophos Central — endpoint security, XDR/MDR, and MSSP multi-tenant ops
SWI-Prolog as a logic calculator for LLMs
Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, no egress.
MCP server for Veeam Backup for Microsoft 365: read-only review + gated, audited restore tier.
Coding agent memory — one local MCP server for every project. Warns before repeating failed fixes.
Local-first audio analysis: BPM, musical key, production profile, and CLAP vibe embeddings.
Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemium.
IDA Pro MCP fusion with cache queries and multi-binary headless analysis.
Agent-native global eSIM: buy for 193 countries, per-MB in USDT/USDC. Agents earn 20% referral.
Lint MCP tool schemas for cross-client compatibility and agent preflight safety.
Self-curating agent memory kept honest by survival-based selection over measured outcomes.
Check generated audio, video and stills for defects. Returns a verdict, not more media.
Wine pairing intelligence with 7 tools. Deterministic scoring, sommelier-calibrated.
Agentic memory for cyber threat intelligence. STIX graphs, actor aliasing, offline RAG, Sigma/YARA.
138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt
Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking
Zero-dependency browser video editor AI agents drive via a JSON timeline over MCP; ffmpeg export.
Wrap any CLI as a Model Context Protocol server - schema auto-inferred from --help.
Read-only, zero-key MCP server for point-in-time AI model API prices. Open data, CC BY 4.0.
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
Automate Google NotebookLM — Q&A with citations, audio, video, content generation
Cannabis compliance: US state testing, INCB, Health Canada, EU precursors. Free.
Chemical hazard lookup: SVHC, GHS, NIOSH, ICSC. 468K classifications. Free.
Cosmetic safety: NOAEL, MoS, SCCS, 12 jurisdictions. 30K ingredients. Free.
Food additive safety: JECFA, EFSA, ADI, halal/kosher/vegan. 6K+ additives. Free.
Drug safety: DrugBank, interactions, FAERS, WHO, TGA. 7 databases. Free.
Web grounding for local & cloud LLMs: search, fetch, token-capped evidence packs, and research.
Hosted CVE + bug-bounty-mechanic MCP: exploitation-first ranking, CVE fact-check, mechanic transfer
The most complete MCP server for n8n — 43 tools for workflows, data tables, and more.
Secure secrets proxy for AI agents — manages API keys so agents never see raw credentials.
Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-flow analytics
Free, local MCP bridge for Figma — HTML, CSS, Tailwind, tokens, agent handoff bundles.
Wraps the fpp CLI as a single generic MCP tool for freelancer client payment-risk checks.
Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.
Zero-config SEO and GEO checker: 21 technical-SEO and generative-engine checks for a live site.
Independent, reproducible benchmark harness for agent-memory backends.
Traces which neurons and attention heads drive a language model's output via MCP tools.
Wraps the slop-eval CLI as a single generic MCP tool for genericness scoring of AI UI output.
Sends the same prompt to multiple LLM providers in parallel and returns a divergence score via MCP.
RunAPI MCP server for Flux 2: create tasks, poll status, check pricing.
RunAPI MCP server for Flux Kontext: create tasks, poll status, check pricing.
RunAPI MCP server for Flux: create tasks, poll status, check pricing.
RunAPI MCP server for GPT-4o Image: create tasks, poll status, check pricing.
RunAPI MCP server for GPT Image 2: create tasks, poll status, check pricing.
RunAPI MCP server for GPT Image: create tasks, poll status, check pricing.
RunAPI MCP server for Grok Imagine: create tasks, poll status, check pricing.
RunAPI MCP server for Ideogram V3: create tasks, poll status, check pricing.
RunAPI MCP server for Imagen 4: create tasks, poll status, check pricing.
RunAPI MCP server for Midjourney: create tasks, poll status, check pricing.
RunAPI MCP server for Nano Banana: create tasks, poll status, check pricing.
RunAPI MCP server for Qwen 2: create tasks, poll status, check pricing.
RunAPI MCP server for Qwen Image: create tasks, poll status, check pricing.
RunAPI MCP server for Recraft: create tasks, poll status, check pricing.
130+ AI models for image, video, music, and audio — 18 model families, one RunAPI account.
RunAPI MCP server for Seedream: create tasks, poll status, check pricing.
RunAPI MCP server for Topaz: create tasks, poll status, check pricing.
RunAPI MCP server for Wan: create tasks, poll status, check pricing.
RunAPI MCP server for Z Image: create tasks, poll status, check pricing.
Remote MCP server for RunComfy Serverless API (ComfyUI): deployments and async inference.
Runtime budget authority for AI agents — reserve, enforce, reconcile spend across providers
Access the full Runware API as MCP tools: image, video, audio, 3D, and text.
Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.
Operator-as-agent MCP hub. 6 tools. First $5 free, then $0.001/call.
Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation
Git-backed markdown memory for AI agents; search hides superseded and archived notes.
Agent-harness picks and decision guides; pick_infrastructure adds live GitHub/HN discovery.
33 image tools: free local editing, AI upscaling, background removal, and product photos
MCP server for fixing static analysis issues from SARIF reports with AI agents
MCP server for browsing, searching, exporting, and backing up your Cursor AI chat history
Generate complete, tested FastMCP 3.x MCP servers from one plain-English sentence.
Offline MCP: predict LLM call cost and pick the cheapest capable model. No keys, no network.
Generate draw.io diagrams and architecture designs from natural language, via the DrawX API.
Local-first LLM deployment planner: GPU/VRAM sizing, cost and latency, with provenance
AI design fidelity — compare Figma designs or screenshots against rendered UI. No API keys.
Enterprise-ready portable memory for AI agents: encrypted, shareable, provably erased.
Enterprise-ready portable memory for AI agents: encrypted, shareable, provably erased. Join SAIHM.
Conformal TCG risk forecasts + AI card grading, x402 pay-per-call oracle, on-chain soul agents.
Read the MindForge engine over MCP: knowledge graph, project health, and audit log.
Hand-drawn explainer illustrations in your AI host, via an MCP App with an interactive viewer.
Governed multi-agent orchestration: fan-out dispatch, safety gates, tamper-evident memory.
Arachne MCP — scraping, browser, vision, OCR, RAG, Social Research, GitHub + VRT (56 tools).
MCP server for self-hosted Laserfiche repositories — search and read documents from Claude.
Connect MCP clients to 2,000+ AI models without managing provider API keys.
161 AI agents for code gen, health, AI/ML, infra, India-stack. One command.
QCAD MCP server - DXF/DWG floor plans to SVG preview + STL extrusion via MCP tools and REST API
Model Context Protocol (MCP) server for AI-assisted development of MDK applications.
Audited tarot, I Ching, Xiao Liu Ren, Bazi (Four Pillars). Model never invents results.
Audited tarot, I Ching, Xiao Liu Ren, Bazi (Four Pillars). Model never invents results.
MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.
AI-powered MCP server for generating GitHub issues and detecting semantic duplicates.
Turn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integration code needed.
A semantic search engine for files and code.
Web search, page extraction and structured commerce, social and business data for AI agents
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast
1000+ actively deploying VC funds and 399 disclosed LPs, with live investor signals
Add products to Bring! from a photo — MCP for AI recognition, catalog matching, and verified writes.
AEC subcontractor vendor procurement plumbing layer. Preview V3 2027. Patent pending.
Insurance claims vendor procurement (IMEs, IA, surveillance). Preview V2 Q3 2026. Patent pending.
Dispatch litigation work to legal vendors from any MCP-compatible AI workflow. Patent pending.
Precision astronomical ephemeris and planetary positions via the Swiss Ephemeris.
Twitter/X scraping API for AI agents. Get profiles, tweets, trends, and more.
Search your local screen recordings, audio transcripts, and computer activity from screenpipe.
Isolated multi-session Chromium runtime for external MCP clients over stdio.
Static linter for AI prompts: contradictions, redundancy, ambiguity, and fluff.
JSXN encoder/decoder — compact notation for React/Next.js files, optimized for LLMs
MCP server for ISO 20022 acmt.001 account management message generation and validation.
MCP server for ISO 20022 camt.053 bank-to-customer statement parsing and reconciliation.
MCP server for lossless YAML 1.2 parsing, formatting, and validation (pure Rust).
MCP server for ISO 20022 pain.001/pain.008 payment-file generation and validation.
MCP server exposing rlg log streams to LLM agents via JSON-RPC 2.0 over stdio.
Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall
Security for AI agents: MCP audits, secret redaction, skill vetting, network scans, agent checkout.
MCP server for the Kaggle API: competitions, datasets, kernels, and models.
Impri MCP server — human-in-the-loop approval inbox for AI agents
BYOK, fully local AI agent that tests your app/API and writes a real Playwright spec on success.
Build, deploy, and sell AI agents for local-service businesses - from your IDE.
Snapshot tests and CI for agent workflows: record a run, replay it at 0 tokens, diff for drift.
US Federal Register for AI agents: rules, notices, executive orders, agency lookup. No keys.
IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK
The only Salesforce MCP with Agentforce, OmniStudio & DevOps Center tools — 228 total.
Send email, look up public IP information, and convert files to Markdown through SendSoon.
Send email, look up public IP information, and convert files to Markdown through SendSoon.
50 spreadsheet tools for .xlsx: recalc formulas, repair broken refs, read/write, diff, audit.
Open-source MCP proxy for AI agent access control with CEL policies, RBAC, and audit.
Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.
Let LLM help you achieve your regression analysis with Stata
Flashcards, quizzes, and cloze cards with spaced repetition, as an inline MCP App.
MCP server for web page and cross-platform system screenshots (macOS, Linux, Windows)
Manage your local model machine over MCP: state, model pull/remove, service switch, LoRA training
Call your local Ollama or vLLM model over MCP with schema-validated JSON output
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per run.
MCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more.
MCP server for natural-language queries against SAP CAP db-layer entities via real CQN/SQL JOINs.
On-chain economy for AI agents: escrow, marketplace, data rights, reputation, disputes.
Emotional intelligence for AI agents: neurotransmitter mood, personality, empathy, trait drift.
Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search, and SMS.
Filesystem-direct Obsidian MCP server — search and edit your vault with low context-tax.
Generation Ship MCP — multi-AI future world. Read blank cells, read canon, submit artifacts.
Notion MCP server — search, export, and import pages as markdown
MCP server for SheetRender: render PDFs from HTML templates and spreadsheet data.
Local-first flight recorder for AI agents: sessions, costs, loop runs, and stuck-loop flags.
AI social media agent — generate content, auto-pilot posting, analytics for 9+ platforms.
Find MCP servers and check whether they actually respond, via live handshake probes.
Keyless non-custodial crypto payments for AI agents: payment links and tip jars, no API key.
Japanese public-program MCP — subsidies, loans, tax, law, invoice. 261 tools, ¥3/billable unit
Give AI agents access to 100+ LLMs. Call any model, compare outputs.
Read your TacticalRMM fleet; run commands only after per-command human approval.
AI image generation and editing with prompt optimization and quality presets
Local-first AI context and memory server for cross-tool coding continuity.
Persistent, read-only codebase memory for Claude Code; ask it instead of re-reading files.
Graph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats.
Narrow code retrieval for agents: outlines, symbol context, dep graph, persistent memory.
See each coding-agent subscription's live limits and offload work to one with headroom.
40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.
Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, services).
Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.
Git-native project memory for AI assistants with enterprise-grade audit compliance
Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.
Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL + Markdown).
Code intelligence MCP server — 80+ tools for navigation, impact analysis, and architecture
Look up what your verification method cannot see: 48 failures that report success.
Notepatra editor MCP server — 35 tools; every write human-approved in the editor; local-only.
Persistent memory + decision tracking for Claude across sessions. Local SQLite, no cloud.
Aggregates and proxies other MCP servers, letting LLMs discover, add, and manage tools at runtime.
AI business intelligence: competitor analysis, web scoring, reviews, market research
MCP server for managing Naver Cloud Platform (Ncloud) infrastructure
On-demand access to thousands of install-ranked Claude Code skills - search and load mid-task.
MCP session continuity engine. Boot reports, orientation scoring, and end-session capture. SQLite.
CogMemory MCP Server — Unified context subsystems for AI coding agents
AI-powered browser automation — navigate, click, fill forms, and extract data from any website.
Open, source-cited knowledge base of Belgian insurance products: search, compare, verify, overlaps.
Structured execution for Claude Code — contracts, postconditions, gates, guardrails.
AI cost tracking: 11 tools for spend, budgets, and Claude Code + Cursor + Cline costs
Search South Korea's national R&D regulations in natural language with cited provisions.
SocialLoop: AI-native event platform — sell tickets, manage guests, run affiliates & promo codes.
Local profiler: which usage window took you out, and where your agent's money goes
26 deterministic, offline pre-action safety gates for AI agents, each with a signed verdict.
Living technical memory for AI agents: recall approved project context, record what was learned.
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing, undo/redo.
Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants.
Korean government open data - weather, population, law search via data.go.kr
AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.
Security scanner for MCP servers. SSRF, path traversal, injection, auth, secrets. Grade A-F.
Live data from 27 official national company registries. Unmodified. For KYB and due diligence.
AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3-verified.
Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.
Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.
MCP adapter for Engram - organizational memory for AI agents
Deterministic trust gate for AI output: leaked-secret, prompt-injection & PII in one call.
Interactive LeetCode MCP server with authorization and solution submission capabilities
Search and resume past Claude Code conversations. An elephant never forgets.
Podcast transcripts as clean Markdown with real speaker names — via the Spoken API.
Multi-model AI brainstorming debates with code review and quick perspectives
The project brain for AI coding agents — memory, decisions, sprints, knowledge base via MCP.
Control iOS and Android devices with multi-device and seamless Native/WebView support.
Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.
Korean fire safety law, statutes, NFPC/NFTC codes, hazmat, and fire/EMS statistics.
Chat with 300+ LLMs via OpenRouter. Analyze and generate images, audio, and video from MCP.
Structured thinking + steel-manning verification for AI agents. Backed by 43+ papers.
AI-optimized patent data marketplace providing structured JSON datasets.
Dart AI task management MCP with batch operations, DartQL selectors, CSV import, zero context rot
MCP server for Cyberbro IOC extraction, enrichment and reputation analysis.
MCP server for StarSinger AI music catalog — search, stream & browse AI-generated tracks
Federal Reserve Economic Data (FRED) MCP Server - Access all 800,000+ economic time series
SEC EDGAR MCP server that provides access to the US public filings through the US SEC EDGAR API
MCP server for React Native/Expo runtime debugging, inspection, and automation via Metro/CDP
Book Sandals, Beaches, and cruises through Pixie Vacations with co-branded booking URLs.
Temporal engineering context for agents via MCP.
Save chat notes from Claude Desktop to your vault — MCP on Obsidian CLI. Keep what matters.
Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes mid-conversation.
Governance middleware for AI agents: permission gates, approvals, compliance scanning, audit ledger.
Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
44 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
Upsilon measurement engine with 25 local tools and SigRank proof access via the sigrank package.
Marketing media generation — image, video, voice — for AI agents. BYO keys.
Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.
Code-review MCP: review a GitLab MR or GitHub PR against the whole codebase, not just the diff.
Policy-as-code guardrails for AI coding agents, validated via OPA, Conftest, Checkov & Semgrep.
Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.
Mistral AI MCP server: chat, OCR, Voxtral audio, Codestral FIM, vision, agents, batch.
MCP-native Trust Infrastructure for AI Agents. Persistent encrypted memory with Trust Quotient.
AI personas navigate your web app in real browsers, find bugs and UX issues. No scripts needed.
Event-sourced, auditable agent memory over MCP: cited checkout, replayable provenance.
Agent-native knowledge OS on Markdown: typed graph, hybrid search, and compiler over MCP.
Tamper-evident attestation tools for AI agents — on-chain receipts on Hedera Hashgraph mainnet.
Shared long-term memory vault for AI agents with 20 MCP tools.
Full CRUD MCP server for FactorialHR: employees, teams, time off, projects, ATS, payroll.
Premium AI integration. Tasks, lists, docs, folders, time. 50+ tools. Instant setup.
Give your agent web search and authoritative datasets: S&P Global, FRED, OECD, SimilarWeb & more.
Guest check-in and SES.HOSPEDAJES status for short-term rental hosts. No guest PII exposed.
Search 150M+ academic works, journals, and funders via Crossref API.
Access European statistics: GDP, unemployment, inflation, population data.
Search FDA safety data: drug adverse events, recalls, and device events.
Search 36M+ PubMed biomedical articles and ClinicalTrials.gov studies.
Search SEC EDGAR filings, financial statements, and company data.
Query US Census Bureau data: demographics, economics, and housing statistics.
Access World Bank development indicators for 200+ countries.
Agentic job hunt: scan careers pages, score against your resume, draft applications. Never applies.
Connect Taskade to any AI assistant — 62 tools: projects, tasks, agents, agent chat, webhooks.
Two-way Figma MCP: extract + verify design-to-code, or generate on-brand Figma pages from a prompt.
Shared distillation cache for AI agents — every fetch ~73-89% fewer tokens via a shared cache.
Ask before you fetch: will this domain serve your crawler, refuse it, or charge it?
Ask any Tableau lineage question, in any MCP client, through the Tableau Metadata API.
Local-first, state-centric memory for coding agents. MCP server + CLI.
Extract shoppable products from newsletter content with affiliate signals.
Extract product mentions from podcast transcripts with affiliate signals. Free tier 200/day.
Extract shoppable ingredients from recipe content with affiliate signals.
Trade Robinhood through natural language in Claude Code.
Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.
Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option
WasmAgent MCP server — WASM-sandboxed code execution with capability manifests and Tasks API.
AI E2E testing bridge — give AI eyes and hands inside any app. 8 platforms, 40+ tools.
18 deterministic calendar tools: contact resolution, temporal context, availability, booking
AI agent token-cost telemetry + 429 prediction. Per-agent attribution, anomaly + routing + quota.
CloudBase MCP: DB, functions, storage, hosting via @cloudbase/cloudbase-mcp
Security-first MCP server that connects any OpenAPI, GraphQL, gRPC or SOAP API to AI agents.
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générées via OpenAPI.
Deterministic ebook-to-markdown pipeline with MCP tools to browse, search, and read your books.
Interaction profile registry for AI agents. Log interactions, query behavioral lenses.
MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 tools
Persistent stateful remote SSH sessions for AI agents via MCP + OpenSSH.
Find the LLM/AI calls you didn't need — where plain code or a regex does the job. No model.
Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.
Verified AI-tool prices and AI product margin math for agents.
Totem — talk to your wearables with AI. Today: full Whoop access (48 tools).
Passive income opportunity scanner. Yield analysis and portfolio optimization for AI agents.
Read-only access to your what2post LinkedIn data: posts, profile stats, follower growth and goals.
Christian AI for any question, in any season. Bible (BSB), grace + truth. faith.tools 5/5.
Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.
Self-hosted, source-traceable memory layer and MCP server for AI agents, on your own Postgres.
Create presentations, docs, sheets and meeting notes from chat. Hosted link, editor, PPTX & PDF.
Turn any video or livestream into scored, captioned, ready-to-post vertical clips.
Generate image, video, music and speech through Chutes and save assets into your project.
Universal LSP MCP server
MCP server for 1C Enterprise — ERP catalogs, documents via REST API (Russia)
MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
MCP server for Bitrix24 CRM — deals, contacts, tasks via webhook API.
MCP server for Boxberry delivery API — city/point search, delivery calculation, tracking. 4 tools.
MCP server for Calltouch API — call tracking, call statistics. Token auth.
MCP server for Central Bank of Russia API — currency rates, key rate, precious metals, conversion.
MCP server for CDEK — delivery, tariffs, tracking, order management (Russia)
MCP server for Chestniy ZNAK (Честный ЗНАК) API — product marking verification. No auth needed for
Cross-session WebFetch cache for Claude Code. Unlimited TTL by default, SQLite, MCP plugin.
MCP server for CloudPayments API — charge, auth, confirm, void, refund, find transaction. 6 tools.
MCP server for DaData.ru — address validation, company lookup, geocoding. 31 tools.
MCP server for Delovye Linii (Деловые Линии) delivery API — tariff calculation, city search, tracki
MCP server for ELMA365 API — app items, BPM tasks. 3 tools.
MCP server for GetCourse API -- users, deals.
MCP server for GigaChat — AI chat, embeddings, image generation (Russia)
MCP server for hh.ru jobs API — vacancy search, salary stats, employers, regions. Public endpoints,
MCP server for HuntFlow ATS API — vacancies, candidates, applicants for recruiting.
MCP server for JivoSite API — chats, agents, visitors. 3 tools.
MCP server for Kaiten API — cards, boards. 3 tools.
MCP server for Kaspi.kz Shop API -- orders and products.
MCP server for Kontur.Focus API — company search, brief reports, financial analytics, counterparty
MCP server for Mango Office — cloud PBX, call management (Russia)
MCP server for Megaplan — tasks, deals management via API v3.
MCP server for Mindbox CDP API — customer profiles, orders, segments. 3 tools.
MCP server for MoySklad — warehouse, inventory, orders, reports (Russia)
MCP server for MTS Exolve — SMS, calls, recordings, Viber messaging (Russia)
MCP server for Planfix API — tasks, contacts. 3 tools.
MCP server for Russian Post (Почта России) API — tracking, tariff calculation, post office search.
Multi-engine search for AI agents. Trust scoring, local corpus, MCP-native. Self-hostable, BYOK.
MCP server for RetailCRM — orders, customers management via API v5.
MCP server for Robokassa payment API — generate payment URLs, check invoice status. First MCP for R
MCP server for Roistat API — marketing analytics, visits tracking. API key auth.
MCP server for Sber SaluteSpeech API — speech recognition and synthesis.
MCP server for Sberbank API — accounts, statements. Bearer token auth.
MCP server for SendPulse API — mailing lists, email sending, statistics. OAuth2 auth.
MCP server for SMS.RU API — send SMS, check status, balance. 3 tools.
MCP server for SuperJob.ru API — vacancy search, employers. Requires API key.
MCP server for Tilda API — projects, pages. 3 tools.
MCP server for T-Kassa (T-Bank/Tinkoff) payment API — payments, refunds. 5 tools. First MCP for T-K
MCP server for Travelpayouts API -- flight search, popular routes, price calendar.
MCP server for UniSender API — email lists, campaigns, contacts. API key auth.
MCP server for VK API — wall posts, news search, users, groups. 4 tools.
MCP server for Voximplant — cloud telephony, call history, SMS (Russia)
MCP server for Yandex Direct — PPC campaigns, ads, keywords, statistics (Russia)
MCP server for Yandex Metrika — web analytics, counters, goals, traffic (Russia)
MCP server for Yandex SpeechKit API — speech recognition and synthesis.
MCP server for Yandex.Webmaster API — hosts, search queries, indexing status. Bearer token auth.
MCP server for YandexGPT — completions, embeddings, classification, summarization (Russia)
MCP server for YooKassa payment API — payments, refunds, receipts (54-FZ). 10 tools. First MCP for
Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring.
Connect your AI to social media. Create, schedule, and publish posts to 9+ platforms.
MCP server for Thomson MO5 C development, 6809, CMOC, SDK, toolchain.
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.
AI-powered web scraping MCP. Distill pages to Markdown or extract structured data via JSON Schema.
AI-powered web scraping MCP. Distill pages to Markdown or extract structured data via JSON Schema.
Agent-native API client: execute/test REST/GraphQL/WS/SSE with assertions, extraction, collections
AI-driven penetration testing - 22 security tools behind safety-hardened MCP endpoints
Comprehensive PostgreSQL documentation and best practices, including ecosystem tools
Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.
USB-HID keyboard/mouse (Pico 2, open firmware) as MCP tools; --mock runs with no hardware
Connect coding agents to your Althea and, through her, a consent-first network of ML researchers.
Benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.
Auto-classifies prompt complexity and routes to the right Claude thinking mode. No API key needed.
Externalises time-of-day, session boundaries, and break prompts for time-blind users.
A local typed-edge graph of people, projects, and decisions that externalises memory.
Advisory detectors for rumination, hyperfocus, and sycophancy. Never silently blocks.
Decompose a vague goal into atomic 5-90 minute tasks and surface the next safe action.
Decode subtext, tone, and ambiguity in messages; rewrite outgoing replies; brief meetings.
Hosted NeuroDock — stateless communication and planning tools over OAuth-secured Streamable HTTP.
Deterministic UI extraction and screenshot diffing for AI coding agents.
MCP server for Godot game engine integration — control the Godot editor with AI
MCP server for Tomba email finder, verification, and contact enrichment API
Consult other LLMs as tools — ask them, compare their answers, synthesize a conclusion.
AI image, video, and audio generation for MCP — one API key, every model, wiring never changes.
Clockify time-tracking MCP: 112 tools across 18 domains, read-only by default with opt-in writes.
InvGate Service Desk MCP: 96 tools/11 domains, 3-tier access (none/support/full), OTel.
OpenAI Ads MCP for ChatGPT Ads campaigns, creatives, audiences, insights, and conversions.
Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.
Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Needs Postgres.
MCP server and CLI for Brave DevTools
Memory for AI agents that tracks beliefs over time and surfaces contradictions
PowerPoint automation for AI - Slides, Shapes, Text, Charts and more. Windows only.
Windows UI Automation MCP server for desktop inspection and element lookup. Windows only.
Patchright stealth + Vibium-style LLM-friendly CLI for agentic browser automation.
Trusgent MCP — Trust Layer for AI agents. HK registry + Agent Cards. Default: get_merged_profile.
Native MCP server for the Anthropic Admin API: org, workspaces, members, API keys, usage, costs.
Serves coding agents one canonical doc per query instead of rereading the repo — ~60% fewer tokens.
MCP server for Cognigy.AI - 132 tools to build, configure & operate conversational AI agents
Search & buy MMO/social accounts, proxies & digital services from HOTLIKESHOP in your AI chat.
MCP server for full Godot 4.x engine control with 165 tools for AI-driven game development
Unofficial Partner Center REST API knowledge & codegen assistant (scenarios, auth, errors).
MCP server exposing Google Antigravity (agy CLI / Gemini): jobs, codebase analysis, file tools.
Tech job market intelligence: jobs, companies, salaries, skill velocity, hiring trends.
MCP server for DataHub data catalogs. Discover datasets, explore lineage, and access metadata.
Exact Claude API cost calc with real cache economics, plus a tiktoken-misuse scanner.
Audits MCP tool definitions for patterns that make models call tools wrong or mis-fill args.
Model Context Protocol (MCP) server for TestRail platform, enabling LLMs to manage test artifacts.
API marketplace for AI agents — 100 services, 87 free, one API key
AI image generation and editing with Google Gemini. Structured JSON editing.
Devil's-advocate QC API for AIs: post a decision, get strongest counter-argument. 0.1 USDT/call
Browse and install 75+ free animated, shadcn-compatible React components from AI Canvas.
An AI 3D workspace for games, VR, and beyond. Generate, remesh, texture, and animate 3D assets.
Self-hosted WordPress MCP server with per-capability permission controls and a full audit log.
Security audit for docker-compose.yml — 25 checks: secrets, privileges, network, volumes, images.
Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain, hygiene.
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secrets, injection.
Hungarian postcode lookup + validation - 3,484 codes, sub-10ms lookups, bulk address endpoint.
Up-to-date code docs for any prompt
Open-source web scraper for AI agents with scrape, crawl, and map tools
Scrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents.
Compare Italian energy tariffs with AI. Analyzes bills, finds best offers, live market indices.
Personal context for AI, written by you and never scraped: your profile and files, any MCP client.
Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.
AI for Tally Prime and Tally ERP 9. Hosted MCP server to ask your accounts in any language.
Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.
Read any web page as clean Markdown for AI agents: fetch, search, metadata, links. SSRF-safe.
Vantio Gate — Policy Latch dry-run evaluate for agents. No live enforce from MCP.
Vantio Optics — read-only Sight Loop observe for agents. Proofs, hosts, upgrade path.
MCP server for Monarch Money — accounts, transactions, budgets, cashflow, investments, and more
Deterministic, zero-token security scanner your AI agent calls to find and re-verify issues.
Convert, validate, and inspect AI agent memories across formats
Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
Session handoff for Claude Code: list sessions and build handoff docs another agent continues from.
Stock quotes, technical analysis, crypto prices, and portfolio insights for AI agents
SEO, performance, and security audits for any URL — no API keys required
Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.
Verified extraction: source-backed JSON from PDFs/URLs; honest null + signed receipt.
Persistent memory for AI assistants. Store, search, and recall across sessions.
MCP web search + tiered web fetch for AI agents (Exa, Firecrawl), SSRF-guarded, cross-platform.
Evaluate, benchmark, and simulate AI agents on the VerifyAX agent-evaluation platform.
One MCP endpoint for Claude Code, Codex, Gemini, Grok and Mistral CLIs, with durable async jobs.
Charter-bound defensive security copilot: secrets, obfuscation, deps, Dockerfile, IaC scans.
Graph-vector memory for AI assistants using FalkorDB and Qdrant
Access your Apple Books library, annotations, reading progress, and highlights through Claude
Manage Google Ads from Claude: read metrics, draft campaigns, publish with human approval.
Build, deploy, and operate hosted web apps on VibeKit (vibekit.bot) from any MCP client.
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and documentation
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
Search Ryanair flights from your AI agent. Unofficial.
Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.
Local-first memory brain for AI coding agents: hooks capture sessions, beliefs injected per prompt.
MCP server for Jira and Confluence — sprints, agile boards, attachments, versions, calendars.
MCP server for Coda API — docs, pages, tables, rows, formulas, permissions, and automation.
MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.
AI safety middleware — detects self-harm and criminal intent in LLM prompts.
Hosted MCP server for finding authoritative primary data sources and official portals.
Ukrainian grammar/surzhyk check + authentic-rendering lookup. Wraps ukr.vitalinguist.com API.
Open a Vivid Business account from your AI chat via MCP.
Cost Guard for Claude Code: per-tool ROI, subagent attribution, anomaly/forecast/budget guards.
Dependency graph and blast-radius analysis for local TypeScript/JavaScript repos.
Figma MCP server with full read/write access via plugin — no API token, no rate limits. 73 tools.
Memory for AI agents: persistent L1/L2/L3, web-search savings, thread memory.
Turns any web page into clean Markdown, page metadata and classified links for LLMs.
One shared, durable memory for your AI coding agents — local-first, zero-dependency.
Local-first, source-traceable agent memory — no LLM at ingest, fully offline
Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes.
The payment protocol for people and agents. One MCP server, any payment rail.
Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other MCP clients.
Brutally honest code reviews: scores, real issues, and usable fixes. CLI + MCP server.
Web scraping & search for AI agents: extract, SearXNG search, rerank, robots compliance. No API key.
Safety-railed database access for agents: Postgres, MySQL, Redis. Read-only by default.
Token counting & multi-model LLM cost estimates: GPT-4o, Claude, Gemini, 25+. No API key.
Analyze Claude Code session cost & context attribution: output, cached re-reads, cache writes.
244 WhatsApp Business AI tools for messaging, automation, marketing, CRM and Shopify
Free certification prep for the Claude Certified Architect exam by Connectry LABS
MCP server for Front: conversations, contacts, messages, tags, and inbox workflows.
Phase 2/3 clinical trial design via gsDesign / gsDesign2: sample size, GS boundaries, multiplicity
Code intelligence MCP server for 17+ programming languages.
Open-source computer use for macOS agents.
Manage adaptive cron jobs and HTTP endpoint scheduling via AI assistants.
Clean messy CSVs: an LLM picks the steps, tested code does the work. Data untouched by the model.
Live market prices and candles for AI agents (200+ coins). Data only, no trading advice.
Enhanced Godot 4.5-4.7 MCP: headless+editor+bridge, secure GDScript sandbox, closed-loop AI dev.
Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph). Sub-25ms.
Read-only, self-hosted MCP access to IMAP email, mirrored locally and indexed by notmuch.
Query speedrun.com games, leaderboards, records, players, and personal bests. No API key needed.
Render PyTorch architecture diagrams and animated GIF reveals from trusted model source.
Automated time series forecasting with model search, anomaly detection, and event risk analysis
Official MCP server for WireBoard. Lets LLM agents query your analytics in conversation.
View ROS 2 nodes and topics, and call services and actions via MCP
SupraWall security gateway for AI agents. Provides deterministic guardrails for MCP agents.
Track which AI agent wrote which lines in a shared Git checkout; each commits only its own lines.
Locally pseudonymizes sensitive text before cloud LLM work and restores the tokens afterward.
MCP server for terminal commands, file operations, and process management
Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor
AI long-term memory MCP server with importance scoring and confidence calibration
Read-only MCP server for WordPress + WooCommerce products, orders, sales, and posts.
WinstonRedGuard monorepo bridge for MCP agents: governance, pipelines, memory, OSINT tools.
Control Ableton Live with 154 typed tools for music production and offline .als analysis.
Zero-knowledge MCP secrets vault for AI agents: secrets injected at runtime, never seen by the model
Local memory for Claude Code. Semantic recall across session history with zero API calls.
Web search that doesn't wreck your AI's memory.
Web search that doesn't wreck your AI's memory.
MCP server bridging AI assistants to OpenAI Codex CLI for code analysis and review
Anchor AI FinOps to real, live cloud pricing — AWS, GCP & Azure public and enterprise rates.
Conversational Spotify control from AI clients: play, queue, devices, playlists, and library.
15 Catalan portals + radio archive: gov, INE/REE/CNMC, CORA, Catalònica, radioteca.cat.
Stateful SageMath MCP server with 33 symbolic math tools and a sandboxed Sage session per client.
Git-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.
Feature-rich MCP for controlling Jira through LLM clients. Safe for corporate environments.
Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sign.
Ruthless prioritization: cuts a list to the 1-3 items that actually serve your goal.
The capstone of the Grand Line stack — collect every tool to reveal the One Piece.
Federated local-first search across transcripts, files, KG, vectors and the web for AI agents.
Finds a plan's blind spots: unstated assumptions, omitted risks, and missing pieces.
A local causality ledger: records decisions and the reasons, for an agent to recall.
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
Read-only MCP server for the local Campus Copilot BFF and imported workspace snapshots.
Spawn multiple specialized Codex agents as MCP servers, each independently configured.
AI-powered native browser with 12 MCP tools. ~30 tokens per page.
NovelAI image generation as MCP tools: txt2img, img2img, inpaint, upscale, Director, ControlNet.
AI agents get on-chain identity, credentials, reputation, escrow, and persistent memory on XRPL.
Cloud architecture and migration planning with costs, controls, evidence, and deployable IaC.
Search and query HackTricks pentesting documentation with quick lookup and section extraction
Convert PDF, DOCX, HTML, Markdown, and Text for AI assistant context injection.
Cybersecurity MCP server: 323 prompts + 7 workflows for red team, blue team, SOC, cloud, OSINT.
Markdown memory for AI agents. Files you can read, edit, grep, and commit. Not a database.
MCP server for extracting text, images, tables, links, annotations, and metadata from PDF files.
MCP Server that renders JavaScript SPA pages and extracts LLM-ready Markdown content
Security-first, self-hosted MCP server for Firefly III — 152 operations behind 5 scoped tools.
Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.
Local-first memory for AI coding agents: shell history with exit codes, git diffs, docs, MCP.
Cognitive memory for AI agents — semantic recall, knowledge graph, and contradiction detection
97-domain knowledge graphs for AI agents — 4× F1 of RAG, 11× fewer tokens. MCP-native.
NVIDIA Nemotron + Perplexity Sonar as knowledge graphs — 2 domains, 83 nodes. MCP-native.
Edit your Overleaf LaTeX projects from Claude and ChatGPT; every change is a real Git commit.
Local-first control plane for coding agents: routing, reservations, and guardrails.
Detect fake-recruiter and job-offer scams using free OSINT. No API keys.
Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.
Git repo intelligence: summaries, blame, changelogs, branch health, and history search
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
Website health analysis: SEO, accessibility, performance, security, and broken links
Live Microsoft Word editing via MCP — tracked changes, undo, comments, 40+ tools
Model Context Protocol server for CiviCRM — AuthX-first, schema-introspected, write-gated.
Time MCP Server, giving LLMs time awareness capabilities.
Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.
Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.
Operate local deploy trains for coding-agent worktrees with approval-gated deploys.
Shared, git-tracked working memory for AI agents on the same codebase.
Auditable memory for coding agents: evidence chains, supersession history, keyless embedded SQLite
MCP server for dotnet new: discover, inspect, preview and create .NET projects from templates.
Generate text, images, speech, music, and video with any AI model, from one credit balance.
AniList MCP server for accessing AniList API data
A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.
MCP server for YADE — open-source DEM engine. Browse API docs, run simulations, manage tasks.
Batch-dispatch coding tasks to Google Jules: 50 parallel sessions, plan approval, PR collection.
Publish AI-generated HTML to a live page on your own domain — from Claude, ChatGPT, or Cursor.
Give Claude live access to SAP ABAP via ADT: read, search, check, test, and edit objects.
Multi-provider AI router with x402 micropayment settlement on Base L2. 1% flat fee.
MCP-first control plane for ComfyUI workflows with explicit approvals and no silent downloads.
Convert web pages to clean, LLM-optimized Markdown. No browser needed.
DoI score lookup, vouch event builder, and offline schnorr verify for AI agents.
Local-first AI PKM memory for coding conversations.
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministic, sub-25ms.
Read-only MCP inspection for ZERO paper autonomous onchain operations.
Twitter/X analysis without token waste. Fetch tweets, download media. No API key.
Simulated investment committee: 27 investor lenses read the same filings, debate, and a PM decides.
Local-first, multi-provider tool that captures LLM API spend and exposes it to coding agents via MCP
Query and manage Microsoft Dynamics 365 Finance & Operations via MCP
Multi-agent collaboration rooms with E2EE and server-enforced coordination primitives.
MCP server that fetches YouTube video transcripts and optionally summarizes them
LaTeX editor for AI agents: live PDF preview, PDF comments that drive edits, git history
Enforce brand writing guidelines in Claude Code — PostToolUse hook + MCP server
MCP server providing Google Search, web scraping, and multi-source research tools for AI assistants
Your AI research assistant that cites real sources and stays honest
Manage Zscaler Zero Trust Exchange via 400+ tools — ZPA, ZIA, ZDX, ZCC, ZTW, ZMS, EASM, and more.
Read-only AI project discovery, verification, comparison, shortlisting, and stack planning.
Publish Markdown or HTML to a shareable link from your AI assistant. OAuth, no API keys.
Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.
Fact-check claims against independent sources — fast verdict or deep multi-step investigation.
AI-native structured memory for agents (MCP). Built for agents, not humans.
Trust scoring for MCP servers, AI skills & npm packages — 15 signals + safety scanning.
Publish web pages straight from your AI assistant and share them with a link.
38 tools for blockchain data, live chain queries, and REST API documentation
Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.
Publish pages straight from Claude as private, branded, tracked links.
Deploy and monetize agent-built apps: login, database, usage billing, and end-user-pays.
The Academy curriculum as an offline MCP library. Hosted course connector adds progress.
Security sidecar for MCP servers: prompt-injection scan, Ed25519 verify, tools/list drift. 10 tools.
Audits MCP servers for Claude Code mcp_tool hook readiness: idempotency, latency, side-effects.
Local-first productivity: email, calendar, messaging, search, image gen. 49 tools. BYOK.
MCP conformance test harness. JSON-RPC, OAuth 2.1 PKCE, schemas, smoke, annotations. CLI + lib.
Ed25519-signed MCP tool manifests + spawn attestation. Layer-2 supply-chain hardening.
Multi-user tenancy library for MCP servers. Pairs, groups, bi-temporal shared state, DSGVO erasure.
Video production: recording, editing, effects, captions, TTS, screenshots. 8 tools.
Deploy AI user personas to validate user journeys at scale. Find UX friction before real users do.
Agentic video editing on real footage: cut, caption, reframe, score, and export at full quality.
Korean crypto × AI media MCP — channel stance, daily briefs, RAG, canonical store, AI personas.
Observatory of public media reception: classify YouTube comments for mood, support and controversy.
31 deterministic tools: JSON→Zod, regex, JWT, curl→fetch, hashing, encoding, UUIDs, encrypted links
Hire verified, escrow-paid humans for real-world tasks: errands, photos, queues, bookings.
Chinese-first brain-inspired memory MCP — hybrid recall, 7-layer user profile, workspace assembly.
AI browser automation. Write async Python to navigate, click, type, and extract data.
A message board for AI agents. Agents post via MCP; humans get a read-only website.
Persistent project context for Claude. IANA-registered .faf format.
Dedicated IDE Edition. Persistent project context for Cursor, Windsurf, Cline, VS Code.
Persistent project context for xAI Grok. IANA-registered .faf format.
Persistent project context — Rust-native MCP server. IANA-registered .faf format.
MCP server for querying BrainKB, a knowledge base for neuroscience knowledge graphs.
Describe what's going wrong with your AI; get the named technique both of you can read. No auth.
Hookline MCP — create webhook endpoints, inspect requests, and validate payloads from AI agents.
Search @imqueue docs and scaffold typed services & clients from your AI coding agent.
Hard spend cap, OS sandbox, and signed receipts for unattended coding agents like Claude Code.
Generate logos, social posts, app screenshots, comic panels & visual-novel assets from prompts.
Build browser games on gamedev.pl from your coding agent.
Polish company registry: 4.4M firms, KRS/REGON data, VAT white list checks, financial statements
Polish phone number lookup: who called, spam and scam checks, UKE DNO registry, CERT phishing stats
12 calculators for AI cost, energy and agent verification. Free API, no key.
Generate images, video & speech with Nano Banana, Veo, Omni and Gemini TTS. Pay as you go.
AI code review for GitHub PRs with an MCP autofix loop for Claude Code and Cursor
Will this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Read-only.
Create App Store screenshots, icons, ASO copy, localization, and revisions via hosted MCP.
Test analytics for AI agents: test history, flaky tests, failure clusters, coverage.
Exam-scored knowledge brains your agent searches over MCP, plus a public list of their gaps.
Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.
Host static HTML pages, generate PDFs, screenshots, scrape JS sites, run sandboxed JavaScript.
Publish agent output to permanent versioned URLs, read review comments back, and revise.
Syslog receiver and MCP server for homelab log intelligence.
MCP server for self-hosted Gotify push notifications and message management.
MCP server for Overseerr media requests and discovery.
Syslog receiver and MCP server for homelab log intelligence.
MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.
Web search and AI answers with real source citations and a confidence score.
AI visual generation agent: multi-pipeline rendering, prompt crafting, and image composition.
US real estate market data for AI agents: prices, yields, forecasts and scores for 894 markets.
The agent-native cloud: database, functions, AI, storage, computers. 50 tools, one API key.
Evidence-backed crypto due diligence with sources, freshness, and a runtime receipt on every call.
The changelog of record for the AI stack: sunset checks, deprecations, pricing, and model events.
Governed AI agent marketplace on Signomy. Register agents, fill slots, earn under MO§ES governance.
Read-only NuMetric.work accounting & ERP data: statements, KPIs, reports, invoices, documents.