MCP servers for databases, data analysis, and data transformation. Connect PostgreSQL, MongoDB, BigQuery, and other data sources to your AI assistant.
516 servers available
Ephemeral data sandbox for AI workflows with guardrails and security
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.
Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workflows.
Access live company and contact data from Explorium's AgentSource B2B platform.
Context engineering for AI coding agents: product context, project missions, and 360 memory.
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite with PII redaction and write-prevention
Convert PDF bank statements to checked Excel, CSV or JSON with balance validation.
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.
Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM on the read path.
Accounting knowledge graphs: SEC XBRL filings, QuickBooks ledgers, reports and forecasts over MCP.
Amazon product search demand over time, with growth for any keyword. Free key at trendsmcp.ai
App Store and Play downloads and charts over time, Android uses bundle ID. Free key at trendsmcp.ai
News sentiment scores over time, with growth for any topic. Free key at trendsmcp.ai
News article volume over time, with growth for any topic. Free key at trendsmcp.ai
npm package trends and weekly downloads over time. Free key at trendsmcp.ai
Reddit trend data over time, with growth for any topic or brand. Free key at trendsmcp.ai
Steam concurrent players by game over time, monthly trends and growth. Free key at trendsmcp.ai
TikTok hashtag volume over time, with growth for any hashtag. Free key at trendsmcp.ai
Wikipedia page views over time, with growth for any article topic. Free key at trendsmcp.ai
YouTube search interest and trend data over time, with growth metrics. Free key at trendsmcp.ai
Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — all URN-cited.
Manage Kanera cards, checklists, comments, notes, attachments, automations, reports, and priorities.
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
Free cloud databases over MCP: query, store, list and annotate across 15 engines.
Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)
Cookieless dashboard aggregates for Claude and Cursor. No visitor hashes. Starter and Growth.
Fresh company, employee, and jobs records in real time.
Ask your app anything — revenue, errors, read-cost, growth — and get rendered charts back.
Read-only SQL across your PostgreSQL, MySQL, S3 buckets and local data files, in one query.
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.
E2LLM gives your AI eyes and hands in a real browser: structured perception (SiFR) plus action.
Track expenses, budgets, balances, transfers, and multi-currency reports with OAuth-secured tools.
Read and write open-source flashcards through split read/write MCP tools.
4,764 products, 626 categories: sourced prices, dated price history, independent-test coverage.
Google Analytics 4: 27 read-only tools across the Data API and the Admin API.
Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS, Outreach, Analytics
Publish HTML as a tracked link and see who opened it and which sections they read.
Manage Jitsu data pipelines: destinations, streams, connections, functions, live events.
Securely access and manage FHIR healthcare data stored in Medplum.
x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions.
Local-first, LLM-agnostic memory layer for AI assistants.
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.
Deterministic safety, correctness & cost gate that vets Postgres SQL before your AI agent runs it.
Read-only XRP Ledger MCP tools with proof-annotation envelopes and signed daily snapshots.
Wortgetreue deutsche Bibelarbeit: Grundtext, Morphologie, Konkordanz, Querverweise
Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools
Publish, update, and organize HTML and Markdown pastes on PasteHTML as the authorized user.
Form backend that routes: one tool per Postbag API operation, plus quickstart and explain.
Read-only electricity, gas, and weather data with structured provenance and units.
Spec-first code generation: OpenAPI, GraphQL, Protobuf, and SQL to typed clients in 11 languages.
Query your Betterlytics web analytics from AI agents: traffic, funnels, journeys, errors, uptime.
Generate PDF/DOCX/XLSX/PPTX from templates+JSON. Convert Office/HTML/MD to PDF. Universal templating
Read-only-by-default MCP for Datanika: browse data, run dbt transforms, manage ELT pipelines.
Cloud MCP for project data, analytics, research, content planning, media generation, and growth.
Persistent, interactive MCP Apps — the AI builds an app once, you both reuse it
Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.
MCP server for the Shopify Admin API: products, orders, customers, inventory, discounts.
Cited Q&A over your own notes, plus drift detection when a cited source changes. Local-first CLI.
Official, multi-account Instagram Graph API MCP: read, publish, analytics, comments, DMs.
Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcement, drop-in.
Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.
Index your codebase. AI searches instead of re-reading files. 94% token savings.
Daily Bitcoin risk with freshness state on every response. Research context, not advice.
Auditable equity research and fail-closed broker execution for US and Indian cash equities.
Connect AI agents to multiple Shopify Admin stores for reports, comparisons, and guarded updates.
Local-first, read-only MCP server for recall over your Gmail: search, contacts, threads, digests.
Agent identity and memory over MCP — a persistent self plus the procedures for tending it.
Read-only MCP for Microsoft SQL Server: metadata discovery, parameterized SELECT, plans.
Biologically-inspired persistent memory engine for Claude Code MCP agents
Local-first memory for coding agents — MCP server, single SQLite file, local embeddings
Local-only Tableau .twbx audit: lineage, unused fields, duplicate calcs, SQL, version diffs
A secure, efficient, and intelligent MySQL server for the Model Context Protocol
Smart structured-data to TOON gateway: converts to TOON only when it saves LLM tokens.
Read-only MCP for iMessage, SMS, MMS, and RCS history already present in Apple Messages on Mac.
Exclusive, crash-safe leases on a pool of test accounts for parallel agent QA runs.
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
Australian economic data from the ABS, RBA, and APRA: CPI, GDP, cash rate, labour, and more.
Fail-closed, read-only PostgreSQL and MongoDB access for AI agents over MCP.
Local-first Garmin data warehouse: sync once to SQLite, analyze trends and correlations offline.
MCP server that exposes GraphQL operations as tools for AI models.
Split bills from your AI: read bills & balances, create equal splits, request settlements.
Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP.
MCP server giving AI agents persistent SQLite memory that proves which lessons hold.
MCP server for libSQL/Turso, local or remote. Read-only by default, row caps, timeouts.
MCP server for MariaDB. Read-only by default, row caps, timeouts, secrets never logged.
MCP server for MySQL. Read-only by default, row caps, statement timeouts, secrets never logged.
MCP server for PostgreSQL. Read-only by default, row caps, timeouts, secrets never logged.
MCP server for SQLite databases. Read-only by default, row caps, statement timeouts.
Agent-operated web + product analytics. 79 tools + 14 prompts; answers provably match the dashboard.
Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.
MCP server for FastBCP — high-performance parallel database export to files and cloud
MCP server for FastTransfer — high-performance parallel data transfer between databases
MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet
MCP server for MigratorXpress — cross-platform database migration with parallel transfer
The trust and intelligence layer between AI agents and your database.
Persistent memory for AI coding agents: one Rust binary, one local SQLite database.
Publish, update, list, and delete Markdown pages on Booklet directly from your AI assistant.
Query Umami Analytics v3 — stats, funnels, retention, attribution, UTM. Read-only by default.
MCP server for Yandex Metrica API: list counters, goals and pull web-analytics statistics.
Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).
Hosted agent memory with provenance, contradiction surfacing, and snapshot rollback.
Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall.
Offline MCP server to explore CSV/JSON/Parquet/Excel: preview, query, diff, render interactive HTML
Run a side effect exactly once under retries, redelivery, and concurrent workers.
Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.
The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.
Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.
Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.
Trust scores & reputation for the agent-to-agent economy. Verify A2A counterparties.
Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
Hybrid search over your local documents, with file and page citations. One binary, fully local.
MCP server for Callimachus: local index and search of your AI coding-agent threads
BetterDB MCP server - Valkey observability for Claude Code and other MCP clients
Memory for coding agents: the decisions, the dead ends, and where the last session stopped.
Local MCP memory with evidence-based recall and advisory conflict notices.
Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cycles & more
Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from your AI assistant.
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.
PostgreSQL schema intelligence from a committed snapshot. No connection, no credentials.
Query Yandex Metrica analytics — reports, trends, metadata and raw log exports — via an AI agent.
Deterministic SQL compiler for AI agents. Your agent stops guessing SQL.
Product analytics for user flows: aha moments, retention, funnels, per-user dot plots. YC method.
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.
Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.
SSH server management for agents, with per-server read-only and allowlist security modes
Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB
Permission before writes. Gravity→DENYs→Session $0.25. Pilot $100; Gateway $299. Probe free.
Pre-payout IBAN screening for AI agents: validation, sanctions, Swiss clearing, risk scoring
Local-first AI memory with causal graphs. Fully offline, zero config, your data stays local.
JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP support.
Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
MCP server for Sigma Computing. Provision dashboards, build models, and automate cloud analytics.
Individual-analyst context layer: recall, remember, and reconcile your data and engineering context.
Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.
OP3 podcast analytics: downloads, geography, app share, episode breakdowns. Read-only.
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.
Offline, keyless lookup of the US civil aircraft registry — decode N-numbers, search records.
UN FAOSTAT global food & agriculture statistics over a local SQLite mirror, via MCP.
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
MCP server exposing MySQL database functionalities as tools
Free access to 3.3M French & EU court decisions + 1.5M law articles w/ history. 31 read-only tools
Read-only semantic search MCP server for Obsidian vaults using local Ollama embeddings.
Unofficial MCP server for Make.com automation - build, validate & deploy scenarios via AI
Local, privacy-first document catalogue for AI agents: metadata-only discovery, no cloud, no RAG.
Query any database in plain English or SQL through a guardrailed, read-only data layer.
Read-only Nepali date, calendar, festival, Panchanga, and temporal verification tools.
Local-first, contract-governed data explorer with read-only, PII-masked query tools for AI agents.
MCP server for dbatools — exposes SQL Server management commands as MCP tools
Streaming read, convert, and inspect 100+ formats. Install iterabledata[mcp] and run iterable-mcp.
Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe
Session memory for coding agents: local-first recall, drift detection, on-device inference.
Query 76 open data APIs — government, science, finance, environment, and more.
Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.
Production-grade PostgreSQL MCP server — 254 tools for query, tuning & ops, read-only by default.
Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.
Git-backed org memory for AI agents — hybrid search, tables, files & a URI graph over MCP.
Turn any GraphQL API into MCP tools. Zero config, zero code.
ClickHouse query & management for AI agents — SQL-classified read/write/destructive gating.
Manage Percona PostgreSQL + PgBouncer on Kubernetes — safe-by-default access modes and guards.
Governed database access for AI assistants: masking, signed receipts, coverage reconciliation.
Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents.
Local-first codebase intelligence MCP server for AI coding agents.
Catch spec drift before it catches you. Detect overlap, stale docs, and code drift.
Read-only access to Quicken For Mac financial data: transactions, spending, and portfolios.
Search a curated English and Chinese web index through one read-only MCP tool.
PostgreSQL MCP wrapper with .env credential mapping, tool selection, and safe read-only defaults.
Stdio MCP server for MCHS schemas, validation, support status, and evidence.
Shared versioned state for multi-agent AI workflows
Local-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins.
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
Analyze T-SQL scripts for design, naming, and performance issues and prevent bad practices.
Read-only PostgreSQL over MCP. Writes refused at the parsed SQL, plus a READ ONLY transaction.
Local-first portfolio tracker for overseas investors. Claude reads and writes your finances via MCP.
Local-first biological memory for coding agents: recall, consolidation, and pre-action Guard checks.
Read-only Yandex Metrika MCP. Query visits, sources, geo, devices and more in plain language.
Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.
Security-first MCP server for PostgreSQL, SQLite, MySQL, DuckDB with SQL injection prevention.
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools.
Search 408K+ MAX channels and 86M+ posts; metrics, reactions, forwards, webhooks and usage.
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization.
Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, and prediction markets.
Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.
x402 ad recommendations, intent analytics, and machine-commerce demand reports.
Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.
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...
Django ORM static analysis MCP. Models, relations, migrations, indexes, signals, N+1.
Macroeconomic and FX time-series data for AI agents: indicators, calendars, COT, forex, commodities.
Read-only table diffs with segment attribution: which slice of your data changed.
Unified MCP server for SQL and NoSQL databases, powered by dockit and sqlkit desktop apps
Read-only access to a self-hosted GeoLens spatial catalog: datasets, features, maps, sandboxed SQL.
Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing.
MCP Toolbox for Databases enables your agent to connect to your database.
MCP Toolbox for Databases enables your agent to connect to your database.
A local memory engine. You own the SQLite file. Not Mem0's hosted OpenMemory MCP.
MCP server for the AniList GraphQL API — anime/manga search, details, and personal list management.
MySQL MCP server: browse schema, query, CRUD. Delete/drop gated by user approval.
Read-only MCP for the SQL database behind an ERP: provably read-only guard, public benchmark.
Turkish public-tender (EKAP) award intelligence: firm histories, discounts, competition, red flags
Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.
Shape-aware query language for structured data — JSON, YAML, TOML, HCL, CSV, Markdown.
Search 1,580 certification exam blueprints: domains, scoring, prerequisites, compare. No API key.
Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.
Durable user/project memory for MCP clients: recall context and remember selected facts.
Generate a ServiceBricks C# .NET microservice as a ZIP file.
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.
Reads your own Garmin mirror: readiness, training load, muscle freshness, and read-only SQL.
Connect RStudio to AI assistants for interactive R coding and data analysis.
Provision Postgres databases + webhooks from AI coding agents in one HTTP call.
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.
Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municipalities.
Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.
Local task scheduler and worker manager with MCP integration for Claude Desktop.
Deterministic bank-statement parsing: messy CSV/OFX to clean categorized rows. In-memory only.
Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.
Persistent code memory for AI agents: notes pinned to files and symbols that survive refactors.
Query a verified document collection: passages that answer a question, with their source.
Read-only scripture-study engine: complete-or-fail concordance over Greek NT, Hebrew OT, LXX.
Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 tools
Coinmarketcap - 30 tools for data, metrics, and on-chain analytics
Etherscan Api - 71 tools for data, metrics, and on-chain analytics
Hyperliquid - 2 tools for perpetuals, options, and position data
Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.
Production MCP server for Postgres, Oracle, Snowflake, BigQuery, Redshift, DuckDB, MotherDuck.
Read-only SQL database and plain-text SQL dump schema extraction to compact TOON for MCP clients.
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.
Semantic map of a .NET test-automation solution for AI agents — search, impact, endpoints
Safety-aware MCP server for Linear issues, projects, cycles, and dependencies.
MCP server registry and marketplace - discover, install, activate tools on demand
Pipeline task management for AI agents - stages, dependencies, artifacts, claiming
Local MCP memory for coding agents. SQLite on your machine — preferences persist across chats.
Encoding-aware, indentation-smart file tools for AI coding agents with SSH, SFTP, and 20+ tools.
An open-source headless CMS for managing content models and entries.
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.
Security-first, self-hosted email archive with search, cited answers, and sending for AI agents.
Persistent memory + FTS5 search MCP server for Claude Code conversation history.
MCP Server that turns your AI agent into a localization expert with token-efficient i18n translation
Bi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file.
Find where to post on Reddit and score your draft before posting — no API keys needed.
Cloudflare Workers MCP server: data-transform
Persistent memory MCP server. 28 tools, BM25+MMR+OOD retrieval, tamper-evident audit, code graph.
GA4 MCP that reads AND writes: reports, funnels, audits, and server-side events. 26 tools.
GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing
Durable agent memory over a markdown vault: bitemporal facts, timelines, hybrid graph search.
Curated read-only Matomo Analytics tools: traffic, pages, referrers, e-commerce, real-time & more.
Stripe analytics — revenue, customers, subscriptions, refunds, churn from Claude.
Persistent memory for Claude Code — offline, single-file, hybrid search.
PostgreSQL-backed virtual filesystem for agents: session isolation, shared stores, POSIX ops, RLS.
Marketing analytics for local businesses — Instagram, ads, web traffic, SEO and reviews.
Universal MCP Server with advanced AI memory capabilities and semantic search.
Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL syntax.
Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstash Redis.
Real-time Firestore schema context for AI coding agents. Stop hallucinating field names.
Local-first automatic memory for Claude Code and Codex: capture, distill, recall from SQLite.
MCP server for expense tracking, invoices, budgets, and financial insights directly in Claude
Swiss court decisions via entscheidsuche.ch, including federal and cantonal courts
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.
SQLite-authoritative entity database with an async Google Sheets projection for AI agents.
MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.
Local-first MCP server serving a project's business-domain knowledge to MCP-compatible agents.
Decision provenance for AI-coded codebases: the why, and what was already tried and rejected.
Embedded graph database for agents: declare association rules once, edges maintain themselves.
Portable AI memory as MCP tools: five reads and three controlled writes.
Memory your agent can trust — every answer carries its source; when it doesn't know, it says so.
Lets AI clients search, explore, query, and visualize data in a Metabase instance.
Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a single all-in-one app
Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, read-only.
Catches when your project drifts from its own decisions. Local-first cross-agent memory MCP.
112 rules that catch dangerous PostgreSQL migrations, plus a pass/fail gate to call before any DDL.
SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No config.
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
MCP server for Umami Analytics API v2 — websites, stats, events, reports, and realtime
An AI business analyst for Odoo ERP (18+) — one-call reports with verdicts, over MCP
Publish and manage articles, series, comments, reactions, newsletters and blog analytics.
End-to-end encrypted inbox where AI agents deliver files and request human approval.
MongoDB Model Context Protocol Server
Detect, review and fill existing PDF forms from JSON or Excel; reuse saved templates
Task management system for AI assistants with MCP protocol, templates, and bilingual support (TR/EN)
Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial).
One searchable memory across Claude Code, Gemini, Codex, OpenCode, Antigravity and Cursor sessions.
Python MCP server for MySQL database inspection and querying
Python MCP server for PostgreSQL database inspection and querying
Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.
Query and analyze Apple Health CSV exports using DuckDB.
MCP server for Neo4j Aura Database Instance Manager.
A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.
A simple Neo4j MCP server for creating graph data models.
MCP Neo4j Knowledge Graph Memory Server
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
Controlled SQL access gateway with policy, cost limits, tenant isolation, and safe tools.
SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering
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
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and analytics.
Search, read and edit Wiki.js pages, and manage its assets, users, groups and comments
Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.
LinkedIn Sales Navigator contact and account search from your logged-in browser.
Safe SQL gateway for AI agents: SELECT-only validation, access policies, masking, audit trail, evals
Extract dates and timestamps from logs, data files and code, with their format and position.
Extract numeric values from config files, data files and plain text.
Extract file and directory paths from config files and code, with their kind and position.
Extract string values from config files, data files and plain text.
Extract URLs from documentation, configuration and code, with their protocol and position.
A Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistants
A DynamoDB emulator with an MCP server exposing 35 DynamoDB tools to coding agents.
Task spine + searched dead ends + approvals for AI coding agents. One brain, every device.
Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.
Data processing and visualization toolkit — 50+ chart types, raw data stays local.
Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.
Monitor MCP server health, uptime, response times, and Azure DevOps pipeline status
SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.
Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.
Local-first MCP server for task tracking and coordination of autonomous AI coding agents.
SQLite MCP — query databases, inspect schemas, explain queries, export data.
Local-first persistent memory for AI coding agents.
Persistent memory + vibe-loop engine for AI agents. Single Go binary, SQLite-backed, stdio MCP.
Cross-machine, file-first memory for Claude Code: markdown + SQLite FTS5, synced with git
Shared, project-aware memory for Claude Code, Codex, and other agents with human review.
Read-only Postgres ops/DBA diagnostics: slow queries, EXPLAIN, locks, index and table health.
Stateless 2026-07-28 read-only MCP server for aggregate HitKeep analytics and official docs.
Agent-safe structured edits: JSON/YAML/TOML/md/AST, dry-run, batch/tx. Not a filesystem MCP.
Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.
Read-only MCP for the Shopify Admin GraphQL API. 6 tools, full read surface, multi-store.
Persistent, encrypted, deterministic memory for AI agents. Local-first, 173 canonical tools.
Local-first persistent memory for coding agents and MCP clients.
Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI
Query 190 Apple Health metrics from any MCP agent: zero-dependency, read-only, local-first.
MCP server for secure database access (PostgreSQL, MySQL, SQLite)
Graph-native memory for AI agents: a knowledge graph built from conversation, via MCP.
CSV <-> JSON MCP.
JSON tools MCP.
Official PostHog MCP Server for product analytics, feature flags, experiments, and more.
Persistent session memory for Claude Code. Local SQLite, no LLMs, no network.
263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.
Manually-triggered, self-organising personal memory for AI agents; SQLite, no vector DB.
Stdio MCP adapter bridging AI clients to pREST’s HTTP /_mcp endpoint for PostgreSQL APIs.
Wash-filtered intelligence for x402: categories, services, wash analysis, trends.
Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.
Deterministic, persistent graph server for tracking workflow state, decisions, and blockers.
Generic markdown vault MCP with hybrid search
Turn any website or API into structured JSON with LLM-authored declarative scraping configs.
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.
Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation
API-first semantic layer MCP server compiling YAML models into dialect-specific SQL
Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1
Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.
Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.
Query pre-computed SQL engine benchmarks. Runs standalone, no server setup required.
Solana on-chain intelligence — token scans, wallet profiling, bundle detection, 19 MCP tools.
MCP server for Postgres/MySQL/Redshift/SQL Server over SSH/SSM tunnels with secret providers.
Local document search over your folders: hybrid keyword+semantic, fully offline, read-only
IDA Pro MCP fusion with cache queries and multi-binary headless analysis.
Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.
JSON, YAML, TOML, INI config tools for AI agents
SQL formatting, schema visualization, migration generation
GitHub analytics - repos, PRs, issues, releases, contributors
JSON/YAML/CSV validate, diff, transform for AI agents
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
The open retrieval layer for AI agents — index code, docs, data. Search via MCP.
MCP server for encrypted SQLite databases (SQLCipher 4) - Works with MoneyMoney, KeePass and more
MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations and query support
Wraps the fpp CLI as a single generic MCP tool for freelancer client payment-risk checks.
Append-only event log for cross-agent context/memory sharing via 3 MCP tools.
Multi-site analytics as tools: GA4, Search Console, Cloudflare edge, PageSpeed, insights.
Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.
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
MCP server for JWT decoding and inspection
Decode and inspect JWT tokens — header, payload, expiry check
MCP server for generating production-ready HTML landing pages.
MCP server for placeholder text, fake names, emails, and addresses.
Generate placeholder text — lorem ipsum and alternatives
MCP server for markdown: tables, TOC, HTML conversion, formatting.
Markdown processing, TOC generation, HTML conversion
Meta MCP server that generates other MCP servers — the factory that builds factories
MCP server for SEO meta tag generation — title, description, Open Graph, Twitter Cards
Generate HTML meta tags and Open Graph metadata
MCP server for secure passwords, passphrases, and strength checking.
Generate secure passwords with configurable rules and strength check
MCP server for QR code data: URLs, vCards, WiFi configs, events.
MCP server for README.md generation from project metadata
Generate professional README.md files from project analysis
MCP server for regex testing, matching, replacing, and validation
Test, explain, and generate regular expressions
MCP server for SEO analysis: meta tags, headings, keywords, sitemaps.
MCP server for CSS box-shadow generation
Generate CSS box-shadow and text-shadow values
MCP server for timestamp conversion — Unix, ISO 8601, relative time
Unix/ISO timestamp conversion, timezone math, duration calc
MCP server for generating UUIDs (v4, v7), ULIDs, nanoids, random IDs.
Generate UUID v4/v7, ULID, nanoid, and random unique identifiers
MCP server for web scraping: URLs, links, metadata, CSS extraction.
Token-efficient MCP server for MySQL, PostgreSQL, and SQLite
Local-first, persistent memory for AI coding agents — remember, recall, forget, and list, over MCP.
Local-first memory for AI agents that reaches backward to find a failure's root cause.
Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised knowledge growth.
Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.
Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.
Local-first, read-only MCP server for evidence-backed repository memory.
Play a real 6v6 Pokémon battle. Runs entirely in-process: no server, no API key, no setup.
MCP server for retrieving Japanese stock market data via J-Quants API v2
Durable, build-scoped reverse-engineering evidence memory and query tools for AI agents.
145+ tools across 8 databases: MySQL, PostgreSQL, Redshift, MongoDB, Redis, Kafka, and more
Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.
Persistent memory + decision tracking for Claude across sessions. Local SQLite, no cloud.
MCP session continuity engine. Boot reports, orientation scoring, and end-session capture. SQLite.
PostgreSQL MCP server for schema, query, health, security, and performance analysis.
Search, retrieve, and diff the full output of past terminal commands recorded locally by backscroll.
MCP server for local SQLite database operations
Design ERDs with your team's naming standards: query/edit entities and relationships, SQL/DBML
SQL-native query and provisioning engine for cloud infrastructure, served over MCP.
Federal Reserve Economic Data (FRED) MCP Server - Access all 800,000+ economic time series
Local-first AI memory over MCP. No account; you own the store.
Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
Self-hosted Polar health analytics with a built-in MCP server: sleep, HRV, workouts, baselines.
Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.
GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.
Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.
Query databases from AI agents using connections configured in DBX.
Persistent memory for AI agents - hybrid semantic + keyword recall with autonomous consolidation
Revenue-first analytics installed and verified by AI agents through Talivia
Ask any Tableau lineage question, in any MCP client, through the Tableau Metadata API.
Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.
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.
SQL Server MCP with RAG capabilities for Windows (native ODBC support)
SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)
Self-hosted, source-traceable memory layer and MCP server for AI agents, on your own Postgres.
Cross-session WebFetch cache for Claude Code. Unlimited TTL by default, SQLite, MCP plugin.
MCP server for Yandex Metrika — web analytics, counters, goals, traffic (Russia)
Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring.
Agent-native API client: execute/test REST/GraphQL/WS/SSE with assertions, extraction, collections
Comprehensive PostgreSQL documentation and best practices, including ecosystem tools
Provides programmatic access to Tiger Cloud services, databases, and documentation.
Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.
Real-time prediction market consensus data for AI agents
MCP server for ASAM ODS with Jaquel query tools, connection management, and data access
Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Needs Postgres.
Serves coding agents one canonical doc per query instead of rereading the repo — ~60% fewer tokens.
Query SQLite, PostgreSQL, and MySQL in plain language - read-only, with column masking and limits.
Local-first, read-only MCP server for recall over your Gmail: search, contacts, threads, digests.
Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
Graph-vector memory for AI assistants using FalkorDB and Qdrant
Pirsch Analytics with natural language queries and trend analysis
Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.
MCP server for CSV/JSON data transformation using YAML rules
MCP server for CSV/JSON data transformation using YAML rules
Valem - Deterministic reactive state models. Create your own calculators/forms with AI
Plan, track, and learn from software projects — three MCP tools for the AI agent lifecycle.
One shared, durable memory for your AI coding agents — local-first, zero-dependency.
Shared per-repo space for Claude Code sessions: see activity, get collision warnings, notes.
Safety-railed database access for agents: Postgres, MySQL, Redis. Read-only by default.
Semantic code retrieval engine with hybrid search, context expansion, and 40+ language support.
Secure Umami Analytics MCP server for Cloud and self-hosted deployments
Deterministic local cross-service API-chain discovery for AI coding agents.
Official MCP server for WireBoard. Lets LLM agents query your analytics in conversation.
Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor
Local memory for Claude Code. Semantic recall across session history with zero API calls.
Federated local-first search across transcripts, files, KG, vectors and the web for AI agents.
A local causality ledger: records decisions and the reasons, for an agent to recall.
Local-first grocery price intelligence with a read-only MCP server.
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.
9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API keys.
Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.
Auditable memory for coding agents: evidence chains, supersession history, keyless embedded SQLite
Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.
Local chronological memory banks you control; Claude recalls them via MCP.
Multi-protocol API mock server: HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, SOAP.
Multi-user tenancy library for MCP servers. Pairs, groups, bi-temporal shared state, DSGVO erasure.
Telegram channel analytics and statistics for AI agents, pay-per-call in USDC via x402.
Ask about revenue, MRR, ad spend, LTV and CAC; install the Pulse SDK. Read-only.
Syslog receiver and MCP server for homelab log intelligence.
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.
The agent-native cloud: database, functions, AI, storage, computers. 50 tools, one API key.
