Developer Tools MCP Servers

Rust MCP server and CLI for Apprise notification fan-out across dozens of delivery backends.

Rust MCP server and CLI for Arcane Docker and container management.

Rust MCP server and CLI for Gotify push notifications and message management.

Local-first MCP gateway and homelab control plane with CLI, HTTP API, and web UI.

Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe file operations.

Rust MCP server and CLI for Tailscale devices, users, keys, policies, and auth.

Rust MCP server and CLI for UniFi Network controller operations.

Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workflows.

Rust MCP and CLI server for Sonarr, Radarr, Prowlarr, Plex, Jellyfin, and download clients.

Rust MCP server and CLI for yt-dlp search, downloads, metadata, transfers, and Plex playlists.

MCP server for progressive tool usage at any scale (see https://klavis.ai)

Human-approved project judgment and current state for connected AI agents, surfaced before work.

Connect any two APIs and keep them in sync — 45 MCP tools with shadow previews and diagnostics.

A MCP server built for developers enabling Git based project management with project and personal…

A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management.…

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…

Create friendly, customizable greetings for any name or audience. Break the ice in demos, onboardi…

Pay-per-call agent superpowers: media/video gen, product demos, research, GTM, scraping, compute.

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.

Hosted MCP server connecting claude.ai, ChatGPT and other AI apps to your own computer

中国12城官方房产成交数据与进攻/防守买卖信号 MCP。新用户免费试用3天（深圳）。Housing data & signals for 12 Chinese cities.

Tag, rename, and enrich PDFs and images. Free tier: 1,500 tags/month, no credit card.

Check AI crawler robots.txt policy and monitor public-site policy, sitemap, and llms.txt changes.

350+ production-ready APIs through one MCP server — weather, geocoding, validation, financial data.

Access your app analytics, ASO tools, and app market intelligence with Appfigures.

Connect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work.

MCP server for Web Bluetooth on iOS Safari: scaffolding, UUID lookup, extension detection.

Live MTG sealed product prices across UK retailers. Search, compare, track deals and price drops.

A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage logs, and audit-ready

55 tools, 7 Resources, Sigma rules, email SPF/DMARC, MITRE, CVE/KEV, risk_score. No key.

Agentic scheduling & booking for field service: availability, jobs, customers, crews, fleet.

Crosby, TX weather, tropics, floods, pollen, roads, radar, news, school events & emergency info.

MySQL change tracking with instant row-level recovery and forensic attribution for compliance.

DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.

Build smart-glasses apps with AI agents: scaffold, validate, and simulate before real hardware.

337 free tools: weather, crypto, DNS, search, text, colors, QR, calculators and more for AI agents.

Local-first MCP that scores your codebase's build readiness. Your code never leaves your machine.

Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.

The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

Verified memory for coding agents: claims cited against code, stale withheld, savings receipts.

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.

md-log MCP: save/update/fetch markdown by path (stdio + remote HTTP, PAT auth).

Memory + wallet for AI agents. Real payment rails, Agent FICO 300-850, Merkle audit, identity.

Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.

Calculate US household employer (nanny) taxes + run payroll via AI agents. All 50 states.

Pay-per-call compliance via x402: wallet sanctions, OFAC name, UK + US company verification.

A Model Context Protocol Server for Pica

A basic MCP server to operate on the Postman API.

A secret store for AI agents: the agent never sees the plaintext.

Local-first, LLM-agnostic memory layer for AI assistants.

Check if a website is visible to AI search (ChatGPT, Perplexity, Claude). No install.

An MCP server for Scout Monitoring data interactions.

Measured ground motion per US address (NASA InSAR). Self-register, $0.40/report, misses free.

MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

Audit websites for SEO, performance, security, accessibility and agent experience issues.

320K+ open-source SVG icons: 12 tools, anonymous metadata search; SVG, exports, collections via Pro.

Email for agents: newsletters, subscribers, contacts, broadcasts. OAuth sign-in, no API key.

Generate a design system from a brief, then verify your AI stays on it.

126 REST operations, 118 MCP operations through 2 tools. OAuth 2.1. Not affiliated with X Corp.

Augments MCP Server - A comprehensive framework documentation provider for Claude Code

MCP server connecting AI agents to 100+ apps (Gmail, Slack, Notion, GitHub) via one-click OAuth.

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.

Validate oh-my-posh configurations and segment snippets against the official schema.

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.

Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, safe command exec.

Search and read the StitchAPI docs: search_docs finds relevant sections, get_doc reads a page.

Free, open MCP server for The Urantia Papers. 197 papers, 14,500+ paragraphs, 4,400+ entities.

Direct access to Cypress tests results and accessibility reports in your AI workflow.

Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. No API keys.

Universal AI API Orchestrator — 1,554 tools, 96 services. One install.

Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.

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.

Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.

AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images

The static analyzer your AI agent reads — fix-ready, machine-readable scan reports over MCP.

An MCP server for Apache Airflow

Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and status.

MCP server for Flux AI image generation

MCP server for Hailuo (MiniMax) AI video generation

MCP server for Kling AI video generation

MCP server for Luma Dream Machine AI video generation

MCP server for NanoBanana AI image generation and editing

MCP server for Producer/Riffusion AI music generation

MCP server for ByteDance Seedance AI video generation

MCP server for ByteDance Seedream AI image generation

MCP server for Google search results via SERP API

MCP server for URL shortening and management

MCP server for OpenAI Sora AI video generation

MCP server for Suno AI music generation, lyrics, and covers

MCP server for Google Veo AI video generation

MCP server for Wan AI video generation

Address validation, UK postcode lookup (PAF), geocoding & reverse-geocoding in 240+ countries.

Local-only MCP server and CLI for AI video ad briefs, UGC scripts, storyboards, and prompts.

Hand a human a rich interactive UI by URL and get structured data back, from any MCP client.

MCP server for Africa API — access data on all 54 African countries through Claude

Audit web pages for AI search readiness (ChatGPT, Claude, Perplexity, Gemini).

Explore and download AI agent blueprints as Agent Skills directories for coding agents

Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.

Policy-gated MCP tools for embedded hardware-in-the-loop testing on real devices.

Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.

Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.

Index your codebase. AI searches instead of re-reading files. 94% token savings.

Skills and Scars for AI agents - your agent records its failures and never repeats them.

MCP server and CLI for the UK Companies House API. Search, filings, officers, due diligence.

MCP server that teaches any AI agent the AIDE methodology via progressive disclosure

Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.

MCP server for searching Airweave collections with natural language queries.

Code-aware browser testing agent — 13 Playwright tools for AI code editors via MCP

95 typed Typesense operations for AI agents through an MCP server that is read-only by default.

Validate HTML and CSS, audit SEO and JSON-LD, and check user-authorized public links.

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

Validate VAST, VMAP, and DAAST ad tags against IAB specs. 195 rules, pure Rust core.

MCP server for S.C.A.L.A. Score API — let Claude, ChatGPT, and AI agents search 250M+ companies

CLI and MCP server for the LinkedIn API

CLI and MCP server for the Qonto banking API

Unofficial CLI and MCP server for the Toptal Talent platform — personal-productivity tool

Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.

MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests, and review game security.

Open, Git-native memory protocol for MCP agents. Portable, versioned, human-editable.

MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker

Aggregate nature MCP. 8 sources: iNat, eBird, NOAA, USGS, NPN, Mushroom Observer, sky, garden.

eBird MCP server. 21 tools covering eBird API v2: observations, hotspots, checklists, taxonomy.

DEPRECATED. Use @cropgraph/mcp instead. npx @cropgraph/mcp

iNaturalist MCP server. Wildlife observations, species counts, taxa, and places worldwide.

Mushroom Observer MCP server. Mycology observations, fungal taxonomy, and region discovery.

USA National Phenology Network MCP. Bloom, leaf-out, and flight timing from NPN observers.

USGS Water Services MCP server. Real-time streamflow, gage height, and site metadata from NWIS.

ReSharper CLI inspection/cleanup via MCP. Unofficial: not affiliated with or endorsed by JetBrains.

Generate images, videos, and audio using 100+ AI models via muapi.ai.

An MCP server that provides persistent memory and context management across sessions

Verify what agents actually shipped, arbitrate file collisions, refuse with structured reasons.

Context hygiene for Claude Code: drift detection, re-read dedup, and token analytics.

Local-first multi-agent coordination for messages, leases, shared plans, status, and resources.

Official MCP server for Anytype API - your encrypted, local and collaborative wiki.

How engineers actually pronounce developer jargon — 1848+ sourced entries (kubectl, nginx, GIF).

Exposes the public API, KDoc and sources of Maven-published Kotlin/Java libraries to MCP clients

Local guardrail proxy that blocks destructive MCP tool calls, rug pulls, and tool poisoning

Reports which of your code's API usages break when you upgrade a dependency (Python, .NET, Java).

AI pentester for PRs — finds exploitable bugs and hands your developer agent the fix.

Deterministic IR/IR-LINT validation, policy packs, drift vs exports (archrad). Apache-2.0.

Durable MCP control plane for long-running Codex Desktop tasks.

Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.

Live 2026 World Cup scores, fixtures & standings for your AI agent. No keys. Unofficial fan project.

Local-first miniature-paint inventory and cross-brand color matching for AI agents.

JVM dependency intelligence for AI assistants via Maven Central

Deterministic repo context for coding agents: ranked files with reasons, test routes, risk notes.

Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.

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.

Audits any website for AI agent readiness and safety, scoring prompt injection risk and llms.txt.

Visual tech-stack inventory of any codebase: languages, frameworks, databases, AI SDKs, infra.

Architecture diagram with concurrency capacity and bottleneck estimates from any codebase.

Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents

Dependency graph + 23 MCP tools. Impact analysis, simulation, security, agent coordination

Architecture compiler for AI code. 11 tools, 92 actions, 872 Lean4 proofs, 100/100 self-cert.

SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab, and GitHub providers

Open-source, self-hosted conversation QA for voice agents. MIT.

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.

Augments MCP Server - A comprehensive framework documentation provider for Claude Code

Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, search across chats.

AuthzX MCP Gateway — policy-enforcing proxy between AI agents and MCP servers

Search, resume and convert AI coding sessions (Claude Code, Codex, Gemini, OpenCode, Pi) over MCP.

LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)

Offline deterministic engineering-trust certificates for repositories, with no telemetry.

Token-aware ripgrep code search and atomic multi-file edits for coding agents.

Cognitive substrate for LLM agents. 18 verbs + 25 lint dims over a self-validating graph.

Local multi-account MCP broker — one endpoint, every account. Switch identity without reconnecting.

Funding stress early warning for US money markets from free public data, with an honest backtest.

Verify a photo's capture time and provenance: C2PA validation, EXIF/XMP, and pixel forensics.

Parallel video rendering tools: detect GPU encoders, render, color grade, merge audio, concat.

Auto-discover validation rules from data — scan, profile, health-score. No rules to write.

Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

One command to validate, transform, and deduplicate — chain GoldenCheck + Flow + Match.

Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.

Design systems, UI prompts, and layout variations for AI coding tools.

MCP server for Callimachus: local index and search of your AI coding-agent threads

Local-first MCP handoff for Jetpack Compose UI feedback and source candidates.

AI code research platform. Search, analyze, and extract insights from any GitHub repository.

Convert .eml email exports to Markdown with YAML front matter

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

Find WordPress plugin opportunities: abandoned, low-rated, or poorly-supported plugins to replace.

One MCP server bridging the Codex, Cursor, OpenCode, and Claude CLI agents

Orchestrates language servers into 65 code-intelligence tools across 30 languages, token-optimized.

Tells you how you and your Claude agent actually work together. Local-only, no API keys.

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.

Strategic task prioritization and agent orchestration for multi-project operators

Deterministic SQL compiler for AI agents. Your agent stops guessing SQL.

Cost-optimized MCP server: routes every tool call to the cheapest provider that returns a result.

BrowserStack's Official MCP Server

The project tracker for teams of humans and AI agents — in plain files. MCP server + CLI.

Persistent memory + causal root-cause analysis for AI coding agents. 126 MCP tools. EU, GDPR.

MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE sessions

Scan an MCP server or agent config for injection, exfiltration, and risky capabilities.

Community-built, comprehensive MCP server for the SecurityScorecard API (unofficial).

Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps

Persistent memory for AI coding tools via MCP. Remembers across sessions and machines.

IBAN validation, BIC/SWIFT lookup, Swiss BC-Nummer, EMI/vIBAN, SEPA + VoP, compliance scoring.

Local-first AI memory with causal graphs. Fully offline, zero config, your data stays local.

Keyless web access for AI agents: read bot-walled pages as Markdown, search, grab assets

Real BTC full node: fees, mempool, txs, portfolio, trace, whales, SEC, scraping, Reddit via x402.

JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP support.

Word search, crossword, and sudoku generators, printable PDF worksheets, and verifiable LLM evals.

Save and query market signals from your AI conversations.

Pull Deep Memory from across your Claude Code Sessions — when you need it.

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.

Compile, describe, lint, validate, score and repair ArchLang floor plans (.arch to SVG) over stdio.

Declarative agent orchestration for engineering teams

Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.

Centralized secrets manager MCP server. Generate .env files, rotate keys, sync to GitHub Actions.

Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.

Evidence-first exploratory browser testing and reproducible bug reporting for coding agents.

MCP server for Chrome DevTools

Read, search, draft, send, and organize email through Gmail, Outlook, and IMAP/SMTP mailboxes.

Cross-protocol agent payments hub. x402, MPP, L402/Lightning. 1551 services indexed.

Autonomous DeFi yield for AI agents on Base. Query APY, simulate splits, manage treasury.

MCP server for code structure analysis using tree-sitter.

MCP server for code structure analysis using tree-sitter.

RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, oxmysql.

Develop, test, analyze, and operate SAP ABAP systems through ADT from AI coding agents.

An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.

Manage Coder workspaces, templates, and cloud development environments

Indexes your codebase's public API and serves it via compact MCP tool responses.

Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).

Upload any file, get a signed link. SHA-256 verified, TTL-enforced, no account required.

Score any public GitHub repo 0-100 against the commit.show audit rubric.

Verified SaaS, AI, and LLM pricing for 490+ tools: plans, hidden costs, TCO, and alternatives.

Google Workspace as 41 curated MCP tools: Gmail, Calendar, Drive, Sheets, Docs, and Tasks.

Search the Podcast Index: podcasts, episodes, person appearances, trending, feed health.

Substack MCP server: posts are draft-only by design; short-form Notes publish immediately.

Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks.

MCP relay so Claude Code agents on different machines can exchange messages via named channels.

Git-native content governance for AI agents — 24 deterministic MCP tools over stdio and HTTP.

Deterministic Google Docs API compiler. Your agent stops silently corrupting documents.

Signed, cited, replayable workflows for Claude, Codex, Gemini, DeepSeek, and other agents.

Render HTML, Markdown, or URLs to images, PDF, or branded artifacts; extract and watch pages.

Open source contribution manager with PR tracking, issue discovery, and CI diagnosis

38 MCP tools give AI agents live Rails schema, routes, models, and conventions.

Operations toolchain for SQLite, Cloudflare D1 & Turso: inspect, diff, migrate, monitor & repair.

Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.

Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding agents, fully local

Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, free tier.

Comprehensive Git MCP server enabling native git tools including clone, commit, worktree, & more.

Generate IDs, QR codes, and hashes, encode values, geolocate IPs, plus gated host diagnostics.

65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows

Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.

MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.

MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.

Observes tasks and generates anonymized SOPs — task tracking and SOP review via MCP. Fully local.

Structured build tool output (tsc, generic commands) as typed JSON diagnostics.

Structured Rust cargo operations (build, test, clippy) as typed JSON.

Structured Docker operations (ps, images, logs, build) as typed JSON.

Structured git operations (status, log, diff, branch, show) as typed JSON.

MCP server for GitHub operations (PRs, issues, actions) with structured, token-efficient output

Structured Go tool output (build, test, vet) as typed JSON diagnostics.

MCP server for HTTP requests (curl) with structured, token-efficient output

Structured linting output (ESLint, format-check) as typed JSON diagnostics.

MCP server for Make/Just task runners with structured, token-efficient output

Structured npm/pnpm operations (install, audit, outdated, list) as typed JSON.

Pare Build ג€” Structured build output (tsc, esbuild, vite, webpack) as typed JSON diagnostics.

Pare Cargo ג€” Structured Rust cargo operations (build, test, clippy, fmt, doc) as typed JSON.

Pare Docker ג€” Structured Docker operations (ps, images, logs, build, compose) as typed JSON.

Pare Git ג€” Structured git operations (status, log, diff, branch, commit, push) as typed JSON.

Pare GitHub ג€” Structured GitHub operations (PRs, issues, actions) as typed JSON.

Pare Go ג€” Structured Go tool output (build, test, vet, fmt, mod) as typed JSON diagnostics.

Pare HTTP ג€” Structured HTTP request operations (GET, POST, HEAD) as typed JSON.

Pare Lint ג€” Structured linting and formatting (ESLint, Prettier, Biome, Oxlint) as typed JSON.

Pare Make ג€” Structured Make/Just task runner operations (run, list) as typed JSON.

Pare npm ג€” Structured npm/pnpm operations (install, audit, outdated, list, run) as typed JSON.

Pare Python ג€” Structured Python tool output (ruff, mypy, pip, uv, black, pytest) as typed JSON.

Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON.

Pare Test ג€” Auto-detects test framework (pytest, jest, vitest, mocha), returns typed JSON.

Structured Python tool output (ruff, mypy, pip-audit, pip-install) as typed JSON.

MCP server for code search (ripgrep + fd) with structured, token-efficient output

Auto-detects test framework (pytest, jest, vitest) and returns structured results.

Content-addressed contracts and a verification cache that cut agent context by skipping proven code.

Content-addressed contracts and a verification cache that cut agent context by skipping proven code.

Agent-first local SEO quality, intent and opportunity engine with CLI and optional MCP server.

Stateless URL, DNS, x402, JWT, encoding, and parsing tools for AI agents.

Agent-readiness scorecard for any MCP server: 10 checks, 0-100 score, actionable findings.

Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and live uploads.

Agent-first YouTube Shorts uploader: dry-run validation, OAuth checks, synthetic-media metadata.

Wheelchair accessibility scores for 70,000+ US restaurants. Search, filter, and submit feedback.

Compact, source-linked context packs that reduce token waste for coding agents.

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

Calendar workflow engine for time off, approvals, and quick actions on any calendar backend.

Ed25519 identity for AI agents. Verify seals, sign documents, gate actions with approvals.

One workspace for every AI coding assistant. Shared tasks, memory, and governance.

API governance for AI coding assistants. Breaking changes, policies, cross-model context.

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

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.

Generate, edit, and deploy immersive 3D/WebGL web projects from any MCP assistant.

Query a precomputed code graph (nodes, edges, summaries) of TS/JS/React/Next.js/Node repos via MCP.

Auto-resolves Git merge conflicts so agents only touch the complex hunks.

Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg HITL approach.

Servidor MCP que permite ejecutar tests de Godot con GUT desde cualquier IA

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.

Secure secret management with a Human-In-The-Loop (HITL) interceptor for agent mutations.

Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.

Detect prompt injection, jailbreak, and social-engineering attacks in LLM agents.

OSS to create Personas, Skills, Templates, Agents, and Memories to customize your AI experience.

Local MCP broker that exposes one compact entry for many upstream servers.

Deterministic gate: blocks any commit whose diff reintroduces a documented team mistake.

MCP tools for drdeploy: scan deployed sites, list, get findings, check status.

MCP server for compare-cli: contract version diff/redline and a drift gate as agent tools.

One MCP server for the contract-ops suite: all nine local-first CLIs as agent tools.

Agent-first e-signature MCP server with offline PAdES signing and hash-chained audit.

Evidence-based supplement research, dosing, safety, and interactions as agent-callable tools.

Local-first codebase intelligence MCP server for AI coding agents.

23-in-1 developer utility toolkit — search, exchange rates, crypto, QR codes, and more

Catch spec drift before it catches you. Detect overlap, stale docs, and code drift.

Drive interactive terminal programs (TUIs, REPLs, menus) through a PTY: perceive, send keys, wait.

The AI-powered toolkit that grows your YouTube channel on autopilot

Local-first, read-only ECZ-ID verifier over MCP (stdio): checks, reports, explains, routes.

FYI request management with tools for requests, authorities, correspondence, sync, and health.

Read-only MCP server for licensed Healthpoint HL7 FHIR API access.

Read-only MCP tools for authenticated Open Science Framework projects and files.

Reference verification MCP server for CSL bibliographies, evidence, and audited writes.

Shared versioned state for multi-agent AI workflows

Architecture governance for AI agents: query the live model, get target patterns, check files.

Agent-native MCP server for driving, inspecting, and asserting on real Electron desktop apps.

AI agent discovery, marketplace, messaging, and payments on Nostr - no platform, no middleman

Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.

Check if a website is visible to AI search (ChatGPT, Perplexity, Claude) and get per-gap fixes.

Pay-per-call USDC tools for AI agents (x402/Base): company + wallet enrichment, web read, repo scan.

Generate Suno AI music (v5.5) from any MCP client. Async; billed only on success.

Enables AI assistants to interact with Demo Time and helps build presentations and demos.

Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as user via cookie+protobuf.

CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+)

Local-first portfolio tracker for overseas investors. Claude reads and writes your finances via MCP.

Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys.

Real-time & historical exchange rates for 160+ currencies, mid-market (Reuters/Refinitiv).

Build, run, inspect, and publish browser extensions from any MCP client. 30 tools, 11 browsers.

Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.

Agent-native marketplace. Bootstrap, list inventory, search, negotiate, and trade via MCP.

Let AI agents inspect and drive running WPF apps: tree, bindings, screenshots, clicks, text input.

Korean ad-compliance linter for cosmetics and health-food marketing copy

Go code coverage analysis tool with MCP server for AI-powered coverage workflows

Serves the Alchemy writing ruleset to any agent, so its prose loses the usual LLM tells.

MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

Scan GitHub repos and profiles for malware before cloning — commit-pinned risk verdicts for agents

Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.

Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, and prediction markets.

Enrich any UK business with Companies House, Google Places, DNS, and social data.

Code intelligence MCP server — impact analysis, semantic search, dependency graphs

GitHub project health, package dependency risk, trending repos, license & package comparison.

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 Resend — transactional email API for AI assistants...

MCP server for Stripe API — customers, charges, payments, subscriptions, products, and invoices

Static-analysis MCP server for Django models. 5 read-only tools. No DB, no boot, no creds.

Full-featured ADB MCP server — 204 tools across 45 modules, from UI to baseband.

Stablecoin payments, swaps, stock orders, market data, travel booking, yield and card controls.

AI forecasting for your AI: probabilities, dates, and numbers with a public track record.

Selenium MCP server for AI agents — 39 browser automation tools with snapshots and sessions.

AWS security scanner with attack chain detection, IAM privilege escalation, and fixes

120+ developer utility tools for AI agents via Model Context Protocol

Flags code foreign to your repo's patterns, learned from git history. Local; statistics, no LLM.

Credential isolation for AI agents. Inject secrets at the network boundary.

MCP package manager with trust scoring. Search, install, and audit MCP servers.

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

Control the Unity and Godot editors from AI clients: scenes, scripts, physics, materials.

Shared debugging memory for AI coding agents

Run local prompt regression checks from prompt-response logs in AI coding assistants.

Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.

Zero-setup WhatsApp notifications + human-in-the-loop for AI agents — text 'join', send in 60s.

Deterministic verification for AI-generated analysis: run a spec, inspect or diff a workbook

Turkish public-tender (EKAP) award intelligence: firm histories, discounts, competition, red flags

Audit any MCP server's security & quality — OWASP MCP Top 10 + explainable 0-100 MCP Score

GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DAP, screenshots.

Analyze .NET solutions: Generate Mermaid graphs, ERDs, class diagrams, and project metrics.

MCP server for interactive visualizations: tables, images, trees, lists, master-detail

Indexed C/C++ code navigation for AI agents — GNU Global (gtags) lookups over MCP, not grep scans.

MCP server for Safari DevTools — browser debugging and automation for AI coding agents

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judiciary search, RAG.

Lossless skim-then-expand reading of big files, repos, and command output with far fewer tokens

TokRepo MCP: tokrepo_discover, tokrepo_verify, tokrepo_install_plan for reusable AI assets.

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

Wallet infrastructure for Ai agents. EVM + Solana. x402 payments. No KYC.

95.10% LongMemEval (highest published). Encrypted persistent memory for Ai coding assistants.

Generate a ServiceBricks C# .NET microservice as a ZIP file.

Webhook signature-verification audit. Stripe, GitHub, Shopify, Twilio +17. Local. Deterministic.

MCP server for Hostinger API

Goose-first MCP server for Workbench-owned acceptance evidence, validation gates, and analytics.

Let AI agents watch videos: local transcripts, speakers, scenes, chapters and moment search

MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branches, append tests.

Audit infrastructure for AI coding agents with evidence-backed review and policy gates.

A Model Context Protocol server for use with Tauri v2 applications

Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats.

Generate Express.js backend projects with ORMs, auth, payments, and DevOps

Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding

Pre-action gates that block AI agents from repeating known mistakes.

Pre-action gates that block AI agents from repeating known mistakes.

Repo-native task continuity for AI coding agents: a reviewed task-state ledger served over MCP.

Reduces log files for AI consumption — 50-90% token reduction via 18 deterministic transforms.

Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.

Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.

Dated log of SaaS, AI and crypto price changes: recent moves, history, biggest increases.

Connect RStudio to AI assistants for interactive R coding and data analysis.

Inspect and score any MCP server 0-100 on publishability, schema and protocol before publish.

Efficient context management: code search, evidence packs, and memory for coding agents.

Audits MCP configs, scores risk, and creates reversible repair plans.

MCP server for Instagit — AI-powered Git repository analysis for coding agents

Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more

Automated web QA via Chrome DevTools MCP — a11y, security, visual, env diff, CI; Aegis redaction.

Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search.

MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.

Give AI agents a persistent pixel-art character reflecting their state in real time.

MCP server for Aruba email and calendar via IMAP/SMTP/CalDAV

A Codex stdio MCP server that generates repo-local tldraw diagrams and detects code graph drift.

Durable project-memory MCP: decisions, constraints, and pipelines across Claude sessions.

A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, stdout, stderr.

One PAT, any MCP agent: Vercel, GitHub, Cloudflare, Supabase, GCP — unified dev infra gateway.

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

93 agentic MCP tools + 49 specialist agents for every major AI CLI. Self-learning, no API keys.

Gold-first AI-agent traceback diagnosis, exact fixes, verification, and reusable prescriptions.

Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.

Manage GitLab projects, issues, merge requests, pipelines, repositories, and admin workflows.

Other AI CLIs (Gemini, GPT, Claude, opencode, Ollama) as a council — ban-safe, no API keys.

Governed agent access to ERPNext — MCP + A2A doors, one spine. No debit without a credit.

The Proxmox MCP you can hand the keys: VE/PBS/PMG/PDM, every op planned, audited, undoable.

Google Jobs listings with direct apply links via the Apify Google Jobs Scraper, hosted MCP.

Scrape and analyze public LinkedIn posts as structured JSON via the Apify LinkedIn Posts API.

Yandex search results, images, and SERP data via the Apify Yandex Search Scraper, hosted MCP.

YouTube transcripts, subtitles, and video metadata as structured JSON via an Apify Actor.

Distill AI coding sessions into weekly reports, ADRs and a knowledge graph - self-hosted

Fast polyglot source code intelligence: symbols, imports, dependencies, and impact analysis.

Find the media stream behind any web page: browser-driven HLS/DASH/MP4 with learnable site profiles

Generate AI music via the Lacuna Music API from MCP clients like Claude Desktop & Code.

Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates

Read-only scripture-study engine: complete-or-fail concordance over Greek NT, Hebrew OT, LXX.

Manage your Claude Code MCPs by talking to Claude — list, restart, wrap, and more.

Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and tools.

95 MCP tools for iOS — build, test, simulate, automate UI, capture, and diagnose.

A2A TrustGate: 4-gate firewall that screens every AI-agent action before it runs. 49 tools.

Project management for coding agents. Bugs, features, sprints. 71 tools, stdio or remote SSE.

Rent real GPUs from the terminal. Per-second billing, $0.50 minimum. stdio MCP server.

Persistent memory for AI coding agents — past bugs, decisions, and your corrections, in your repo.

AI-powered Kanban TUI for autonomous development workflows with agent orchestration

X.509 identity, risk scoring, and audit logging for AI agents. MiCA + EU AI Act compliant.

SaaS intelligence for AI agents. 5 unified tools cover 1,000+ services with 91-96% token savings.

Local semantic code search with Git history. Works offline, no API key needed.

MCP server providing official Google and Anthropic prompting guides for meta-prompt generation.

Turn any video into transcripts, summaries, chapters, and comparisons for your AI agent.

Server security audit (413 checks), hardening, and fleet management across 4 cloud providers.

Build, backtest, and automate Hyperliquid trading strategies — typed, deterministic, live parity.

End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic.

Agent intercommunication - messaging, channels, shared state, and real-time events

Fabrication-free, DOI-backed citations for AI agents — real openAlex sources, never hallucinated.

Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.

Query WHOIS/RDAP information for domains, IP addresses, CIDR prefixes and ASNs. Self-hostable.

AI drives one persistent tmux terminal over MCP; ssh, containers & agent TUIs nest inside it.

Go code coverage analysis tool with MCP server for AI-powered coverage workflows

Encoding-aware, indentation-smart file tools for AI coding agents with SSH, SFTP, and 20+ tools.

Local-first web intelligence MCP server for AI coding agents

1000+ creative ways to say no. Polite, humorous, professional rejection responses.

Narrated screen recordings into agent-ready data: local transcript, keyframes, OCR, wall-clock.

An open-source API for collecting and managing contacts and signups.

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.

MCP runtime copilot for health checks, regressions, explainability, and operational memory.

Test, secure, and monitor MCP servers. Auto-discovery, drift detection, SARIF, record/replay/verify.

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

MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants

Persistent memory + FTS5 search MCP server for Claude Code conversation history.

MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit

Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts.

Guardrailed video editing MCP server: FFmpeg tools for subtitles, audio, effects, Hyperframes.

Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.

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.

LLM-operable Midjourney pipeline: 21 MCP tools to compose, generate, curate with vision, and log.

Cloudflare Workers MCP server: api-mock-server

Cloudflare Workers MCP server: code-explainer

Cloudflare Workers MCP server: color-palette

Cloudflare Workers MCP server: cron-parser

Cloudflare Workers MCP server: crypto-signal

Cloudflare Workers MCP server: data-transform

Cloudflare Workers MCP server: email-validator

Context-aware secret scanner: lets an AI agent scan, verify, and rewrite secrets before committing.

Cited 'why was this decided?' answers for your repo and for React, Kubernetes, and Rust.

Read, edit, and analyze GeneXus 18 KB objects from Claude, Cursor, and AI agents.

28 tools that make AI write, implement, and verify structured intent — so hallucinations get caught.

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.

Discover monetized AI tools on SettleGrid. Search by category, get pricing.

Provider-neutral OpenDeepThink reasoning server: generate, judge, rank, mutate.

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.

MCP server giving AI coding agents version-pinned API context from your OpenAPI specs.

100% local MCP server for semantic code search: AST chunking, hybrid retrieval, code knowledge graph

Local code-memory graph for AI coding agents.

Persistent memory for Claude Code — offline, single-file, hybrid search.

Persistent memory for AI agents — local JSON, zero config, no server required.

17 tools for code analysis, JSON repair, encoding fix, format conversion, diff, and regex.

Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.

Real-time crypto prices from Binance, Coinbase, Kraken, OKX, and Bybit

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.

Real-time Firestore schema context for AI coding agents. Stop hallucinating field names.

SEO for AI agents: plan content, publish posts, earn dofollow backlinks, track Domain Rating.

MCP server giving AI agents interactive .NET / ASP.NET Core debugging via netcoredbg + DAP.

Search your Google, Telegram, Spotify and Instagram exports locally. Fully offline.

Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.

Local-first automatic memory for Claude Code and Codex: capture, distill, recall from SQLite.

Delegate asynchronous coding jobs between Claude Code, Codex, Cursor Agent, and Pi.

Read a Tierward project's governance state (doctor, team-settings, arch-audit, skills) over MCP.

Portable human-AI context protocol reference tooling.

IBM Quantum OpenQASM 2.0 MCP — list backends, submit QASM, poll jobs, get histograms.

Lifts WxO Slack limits: every-message wake-up, multi-channel routing, streamable-http /mcp.

Invoke a Watson Orchestrate agent via MCP. Configure with WO_AGENT_ID.

Long-term memory for AI-coded codebases — agents log the why behind every change and read it back.

Access Mastercard Developers APIs, documentation, and API specifications through MCP.

Local Work Model MCP server for agent work that learns from real outcomes.

The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.

Open-source artifact sharing for AI agents: private, branded, zero-knowledge links.

Trust-aware repository facts for agents: build, test, docs, license, and security, no scraping.

Load OpenAPI 2.x/3.x specs and expose generic tools to discover and call multiple APIs.

74 paid web-analysis APIs (SEO, security, TLS, DNS, email) as MCP tools. USDC via x402.

Local-first multilingual memory for Codex, Claude Code, and MCP clients using Qdrant and Ollama.

Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.

Record any browser page as GIF or video via MCP

Annotates any web page with hover labels for AI assistants — zero extensions, any browser

Breaking-change diffs for npm packages: removed exports, changed signatures, migration notes.

Output quality control and validation for AI agents

MCP server and CLI tool for interacting with the Wayback Machine without API keys

Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client

Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms

Catches when your project drifts from its own decisions. Local-first cross-agent memory MCP.

83 rules to catch dangerous PostgreSQL migrations before production. Lock analysis + auto-fix.

Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via MCP

Curated knowledge API for AI agents - skill packs, semantic search, validated patterns.

Door-to-door travel MCP + CLI: flights, hotels, trains, cars, ferries. No API keys, Go binary.

Access 30+ data collection agents from Claude with natural language.

Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single binary, stealth.

Verified CBI/RBI data + Mirabello Freedom Compass origin-aware migration planner. 96 programmes.

Codex-native codebase intelligence context compiler and query-only MCP server.

OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocation.

On-demand Obsidian vault access for AI coding assistants — 17 tools, 5 resources, 4 prompts.

Memory + wallet for AI agents. Real payment rails, Agent FICO 300-850, Merkle audit, identity.

Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.

Company, KYB, VAT, sanctions, LEI and address data for 15 EU countries.

Mockzilla MCP server. Mock any OpenAPI spec locally with Claude, Cursor, or Gemini CLI.

Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle payments.

Generate app icons, favicons, OG images, and logos by routing across 30+ image models.

MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit

Japanese UI + UX correctness for AI coding agents — typography, forms, keigo, JLReq checks.

Extract a website’s design tokens (colors, type, spacing, shadows) as DESIGN.md, W3C, or CSS.

Task management system for AI assistants with MCP protocol, templates, and bilingual support (TR/EN)

GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).

Generate daily standup notes from git commits across multiple repositories with AI summaries.

AI-powered app test automation for iOS, Android, Flutter, React Native, Web

Auto-document vibe coding sessions - collect, summarize, and publish

AI-powered code indexer with semantic search and knowledge graphs

Standalone MCP filesystem tools server — view, edit, shell, workdir.

Open-source AI security agent: SAST, DAST, and policy-as-code over MCP.

AI tech lead for coding agents with validation and impact analysis

Modular MCP server for dynamic prompt generation and software development analysis tools

An MBTI-powered terminal pet companion for Claude Code and OpenClaw.

Local MCP broker that exposes one compact entry for many upstream servers.

Connect any AI agent to 11+ social platforms: schedule, publish & track posts via hosted MCP.

MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.

MCP server connecting Claude Code to GitHub for an issue to branch to PR to close workflow.

MCP server for tool discovery: find, compare, and verify tools across 35+ registries.

SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering

Developer journal with knowledge graphs, relationships, Git context, and semantic search

Enterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deployment

PostgreSQL MCP server with 203 tools, connection pooling, HTTP/SSE, OAuth 2.1, and tool filtering

Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI-native operations

Verifiable cognition: prove a session ledger is tamper-evident; audit & import any agent's logs.

Serve a secret to an agent exactly N times from locked RAM, then wipe it and self-destruct.

Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.

Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0.

Generate Ethereum wallets with BIP39 mnemonics, HD paths, vanity addresses, private key backup

Encrypt/decrypt Ethereum keystore JSON V3 with scrypt/PBKDF2 for secure cold storage

MCP server for PumpFun on-chain intelligence — tokens, claims, holders, and bundles.

Sign Ethereum messages - EIP-191, EIP-712 typed data, Permit2, signature verification and recovery

Build and sign Ethereum transactions - EIP-1559, gas estimation, RLP, ERC-20 transfers

Validate Ethereum addresses, keys, checksums, keccak256 hashes, function selectors, ENS

9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScript enforcement.

Persistent project memory for AI coding agents: one compact digest instead of re-reading the repo.

Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage.

Tenant-bound MCP tools for Paybond agent spend controls, evidence, receipts, and settlement.

Post, delete & read on X (Twitter) using your own logged-in web session — no paid API.

DynamoDB-compatible database engine in Rust on SQLite, with an MCP server for coding agents.

Audit AI/LLM features for governance guardrails: confidence, fallback, validation, human-in-loop.

One ship/no-ship verdict from aiglare, bouncer, tieline & repoctx — the unified merge gate.

Local-first code context, impact analysis, and merge-readiness verdicts for AI agents.

Task spine + searched dead ends + approvals for AI coding agents. One brain, every device.

NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.

Cross-session memory for Claude Code — context capture, semantic search, recall

Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.

SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.

Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.

Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.

Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.

Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot.

Developer utilities MCP: base64, UUID, hash, JWT decode, cron, timestamps.

MCP server to create, read, update, list, and search GitHub Gists from your IDE

Mine your local AI coding session logs into a profile your agent loads before every task.

MCP server for FRED (Federal Reserve Economic Data): full read API plus GeoFRED, 34 tools.

Zero-auth research MCP: web, academic, finance, news, weather, macro, social, SEC. No keys.

Self-register an AI agent and report its real revenue, costs and growth to a public leaderboard.

Monetize your MCP server or CLI: live OpenCrater network stats + how maintainers earn USDC.

AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.

A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

UK public procurement data for AI agents: tenders, contracts, buyer and supplier profiles.

Penalty-risk audit for programmatic SEO sites: verdict, risk score, and a fix manifest.

Shared, project-aware memory for Claude Code, Codex, and other agents with human review.

GitLab documentation search for AI assistants via Model Context Protocol (MCP)

Local Go repository call graphs and structural analysis for coding agents over stdio.

MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, and more

Fetch web pages with SSRF protection. Returns clean, readable markdown from any URL.

Agent-complete localization: extract strings, push keys, AI-translate, pull type-safe TS types.

36 local developer utilities for AI agents. Hash, encoding, UUID, JWT, JSON, network, text.

Expose your personal, professional, educational, and social profile to any AI assistant via MCP.

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.

Free, agent-first social-post metrics — a post URL in, views/likes/comments out.

MCP planning server for AI agents — plan management, full-text search, and task lifecycle

Native macOS markdown preview with MCP server for Claude Code. Swift/SwiftUI, no Electron.

ArkGate — architecture co-pilot for AI TypeScript (write gate, CI, plan/loop)

Live context MCP server: resolves git, services, and tests into agent context. Local-first, MIT.

Smart Distribute: one prompt → the best native post per platform, then publish via MCP.

Free disposable email for AI agents: a throwaway inbox to read verification codes over MCP.

Generate images, GIFs, and PDFs from HTML, URLs, or templates — from your AI agent.

Supply chain risk scoring for npm, PyPI, Cargo, and Go. 9 tools. Behavioral signals.

GitHub MCP — wraps the GitHub public REST API (no auth required for public endpoints)

GitLab MCP — wraps the GitLab REST API v4 (BYO API key)

Budget-bound x402 payment wallet for AI agents — pays HTTP 402 URLs, capped locally. No backend.

Blocker-aware decision layer for AI coding agents, grounded in source-linked, time-sensitive facts.

Check app review status, read reviews, download sales reports from App Store Connect

Free execution-focused playbooks. Brainstorm with other agents. Tip if helpful.

Persistent session memory for Claude Code. Local SQLite, no LLMs, no network.

263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.

Search, inspect, and install 400+ QA testing skills from qaskills.sh into any MCP client.

Frontend expert for Claude Code. Screenshots, Lighthouse, axe-core, code analysis, auto-fix.

Track prices & price history on any online shop, with alerts and an API

Production readiness for vibe-coded apps. 52 checks for security, reliability, and performance.

Behavioral therapy for AI agents — self-diagnosis, alignment, and training via MCP

Local Git-history memory for coding agents: reverts, suppressions, hotspots, and annotations.

Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate, and run tests.

Your AI fetches and reads full job descriptions across seven ATS platforms, no copy-paste.

CLI wrapper and MCP server for AI coding agents with local history and compressed output.

Local-first PDF tools (merge, split, rotate, watermark, Bates, metadata) as MCP server + CLI.

PushToDisplay MCP server — send real-time updates to display boards on iOS and Android devices.

Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster

15 semantic GDScript analysis tools via Godot's built-in LSP: navigation, references, rename.

63 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.

Read any web page as clean, ad-stripped Markdown past robots.txt and bot blocks, plus web search.

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

Discover, inspect and call ranked external data & tool APIs with unified billing and usage audit

Deterministic doc-drift detection: guard, score, explain, verify-claims and diagnose MCP tools.

Reconcile a declarative Stripe catalog and inspect your account — plan, push, pull, check.

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.

Finds open source issues where beginners actually succeed, ranked by a 0-100 beginner score.

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.

Ephemeral encrypted file sharing for AI. AES-256 encryption, 24h auto-vaporization.

Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.

Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, errors.

Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. Static binary.

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.

Rendobar — serverless media processing for AI agents

MCP server giving AI agents persistent task memory across TickTick, Notion, GitHub, Linear & Beads

Solana on-chain intelligence — token scans, wallet profiling, bundle detection, 19 MCP tools.

Control QSC Q-SYS systems over QRC from AI agents or Claude.

MCP server for Postgres/MySQL/Redshift/SQL Server over SSH/SSM tunnels with secret providers.

Local-first memory + judgment layer for AI coding agents — warns before repeating failed fixes.

Live docs MCP server. 445+ libraries, code audit, snippets, dispatch tool, telemetry.

Lint MCP tool schemas for cross-client compatibility and agent preflight safety.

MCP server aggregating developer infrastructure deals, free tiers, and startup programs

Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.

Alt text, headings, contrast, ARIA for AI agents

HTTP client, JWT decode, header analysis for AI agents

Cache headers, CDN, LRU simulation for AI agents

Color convert, palette, contrast checker for AI agents

JSON, YAML, TOML, INI config tools for AI agents

Hash, encode, UUID, password analysis for AI agents

SQL formatting, schema visualization, migration generation

License check, outdated deps, security for AI agents

Docker container management and Dockerfile analysis

JSDoc, README, changelog generation for AI agents

Dotenv parser, ports, system info for AI agents

Dir tree, file stats, duplicates, LOC for AI agents

Git log, diff, blame, branch stats for AI agents

GitHub analytics - repos, PRs, issues, releases, contributors

Locale detect, translations, plurals for AI agents

Image metadata, favicon, OG image for AI agents

JSON/YAML/CSV validate, diff, transform for AI agents

Style check, naming, complexity analysis for AI agents

Log parse, filter, analyze for AI agents

Markdown TOC, lint, format, stats for AI agents

Calculator, units, statistics for AI agents

DNS, IP info, SSL, WHOIS, ping for AI agents

npm package search, audit, bundle analysis for AI agents

Benchmark, memory, Big O analysis for AI agents

Regex test, explain, replace patterns for AI agents

JSON Schema, TypeScript types, mocks for AI agents

SEO analysis - meta tags, keywords, links, page speed

String analyzer, diff, templates for AI agents

Todo, priority, estimation, burndown for AI agents

Test generation, mocks, coverage analysis for AI agents

Timezone, dates, cron, timestamps for AI agents

Web scraping, search, monitoring, and HTML-to-markdown for AI agents

Send, validate, debug webhooks for AI agents

Wine pairing intelligence with 7 tools. Deterministic scoring, sommelier-calibrated.

Wrap any CLI as a Model Context Protocol server - schema auto-inferred from --help.

The open retrieval layer for AI agents — index code, docs, data. Search via MCP.

Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-flow analytics

Security, cost, and health governance proxy for MCP infrastructure

RunAPI MCP server for ElevenLabs: create tasks, poll status, check pricing.

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 Gemini Omni: 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 Hailuo: create tasks, poll status, check pricing.

RunAPI MCP server for HappyHorse: 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 InfiniteTalk: create tasks, poll status, check pricing.

RunAPI MCP server for Kling: create tasks, poll status, check pricing.

RunAPI MCP server for Luma: 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 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 Runway Aleph: create tasks, poll status, check pricing.

RunAPI MCP server for Runway: create tasks, poll status, check pricing.

RunAPI MCP server for Seedance: create tasks, poll status, check pricing.

RunAPI MCP server for Seedream: create tasks, poll status, check pricing.

RunAPI MCP server for Suno: create tasks, poll status, check pricing.

RunAPI MCP server for Topaz: create tasks, poll status, check pricing.

RunAPI MCP server for Veo 3.1: 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.

Multi-site analytics as tools: GA4, Search Console, Cloudflare edge, PageSpeed, insights.

Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.

Git-backed markdown memory for AI agents; search hides superseded and archived notes.

MCP server for generating REST API boilerplate and Express endpoints.

MCP server for API testing: HTTP requests, cURL generation, health checks.

MCP server for Base64, URL, and HTML encoding/decoding

Encode/decode Base64, URL-safe variants, and file data

MCP server for generating changelogs from conventional commits.

Generate changelogs from git commit history

MCP server for code quality: complexity, duplicates, naming, refactoring.

MCP server for color palette generation and conversion — HEX, RGB, HSL

Convert between HEX, RGB, HSL color formats and generate palettes

MCP server for cron expression parsing, validation, and scheduling.

Build, explain, and validate cron expressions

MCP server for computing text diffs, comparing strings, and generating unified diff output.

Compare text and code, show differences with context

MCP server for .env file validation, parsing, and comparison.

Parse, validate, and manage .env environment files

MCP server for GitHub repo stats: stars, forks, contributors, activity.

MCP server for CSS gradient generation — linear, radial, conic

Build CSS linear and radial gradient values

MCP server for cryptographic hashing — MD5, SHA-1, SHA-256, SHA-384, SHA-512

Hash text with SHA-256, SHA-384, SHA-512 and compare hashes

MCP server for IP calculations: subnets, CIDR, ranges, network info.

IP address and subnet calculator, CIDR notation

MCP server for JSON processing — format, validate, diff, convert, minify, query, analyze

JSON processing — format, validate, diff, convert, minify, query, analyze