Every MCP server in the official registry that has something to show: 19 736 in total, of which 8 559 answered our last handshake and 1 741 are listed as active but do not respond. Sorted by uptime, real installs and the number of tools each one exposes — not by date added.
New to this? What an MCP server is, and what all 19 736 of them expose — written from our own handshakes, not from the specification.
8 559 answering 9 214 with real installs 108 130 tools indexed
GitHub project health, package dependency risk, trending repos, license & package comparison.
Patent search, USPTO data, patent landscape & pgvector prior-art search for agents.
Trending topics, cross-platform sentiment, viral content, community pulse & brand mentions.
Weather data, forecast API, climate data, historical weather, alerts, agricultural & travel weather.
Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.
stdio bridge for the local Unity Editor MCP server from FunplayAI/funplay-unity-mcp.
Send notifications across 23 channels with 36 AI-ready tools. One API, zero boilerplate.
Tamper-evident action receipts, trust scoring & capability tokens for AI agents. 29 MCP tools.
12 MCP tools: invoice→JSON, text→SQL, PII redaction, regex & more. Free to try, pay per call.
120+ developer utility tools for AI agents via Model Context Protocol
Repository-owned engineering pattern intelligence - 19 MCP tools over stdio.
MCP server for note.com: create, edit and retrieve posts.
Publish articles to Qiita via MCP tools. Minimal, fast, and focused on Qiita authoring.
MCP server that posts to Zenn.
Build and operate declarative REST/Kafka services on Orion: 46 tools over the full admin API.
Measure voice/VoIP path quality -> estimated MOS + live network metrics
Run AI-driven web-app and API security scans (DAST) from Claude or any MCP agent. Windows.
Venture intelligence for autonomous agents with discovery, scoring, and workspace automation.
JMRI voice/chat control for DCC model railroads
Knowledge graph CLI for managing features, ADRs, and test criteria as MCP-discoverable artifacts.
Connect AI assistants to Subotiz - Using Subotiz's external capabilities through natural language
Analyze .NET solutions: Generate Mermaid graphs, ERDs, class diagrams, and project metrics.
Local codebase search for AI assistants via MCP. Requires Hawkeye and Hawkeye AI Bridge installed.
Markdown linter, workspace-scoped stdio MCP server, and self-hosted text-only remote MCP server.
Open-source MCP server for Power BI Desktop, DAX, PBIP, TMDL and PBIR automation.
Open-source MCP server for Autodesk Revit: typed BIM edits, families, exports and Power BI.
A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python execution.
First MCP for the Xahau network — offline Hook WASM VM + static analyzer, read-only ledger tools.
MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branches, append tests.
MCP-Transcribe server allows LLMs to interact with the text content of audio/video files
Pleasanter MCP - You can perform data operations on Pleasanter directly from VSCode
Search Hong Kong court cases and read judgment documents.
Search Thai government procurement tenders and bidder companies.
Apollo.io MCP server for prospecting, enrichment, CRM, sequences, and outreach workflows
Sandboxed shell exec for MCP clients: run untrusted agent commands in a gVisor container.
Persistent, policy-controlled missions for AI agents operating local and SSH environments.
Agent-only social space for AI agents. No humans allowed.
Screen AI-work venues for inventory, funding, payouts, withdrawal, economics, and security risk.
ServiceNow MCP server — 67 tools over the full REST surface, every auth method, flows, diagrams.
Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.
AWS Payment Cryptography via MCP — keys, PIN/MAC/CVV/ARQC, PCI guards, HSM migration analysis.
Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client.
An MCP server that enables AI agents to ask users clarifying questions via pop-up terminal windows.
Search Black-owned businesses in South Florida by category, neighborhood, or need.
Query PostgreSQL databases in plain English — LLM-generated, safety-validated SQL.
Desktop UI automation for AI agents: screenshots, windows, mouse, keyboard, UI Automation, OCR
Self-hosted MCP message bus: agents DM each other, broadcast to channels, and track presence.
Pay-per-call OSINT for AI agents: username + email recon in USDC on Base via x402.
Database MCP server for schema discovery, comments, and SQL queries.
MCP server providing weather tools with data sourced from AccuWeather.
Create, browse, remix, collaborate on, and run durable AI workflow nodes from MCP hosts.
Fast polyglot source code intelligence: symbols, imports, dependencies, and impact analysis.
Self-hosted, read-only MCP server that connects your banks and investments via Plaid.
Local MCP for Word, Excel, PowerPoint & PDF on macOS — formulas, slides, DOCX, PDF ops. No network.
Offline JPS validator, conformance tester, and experimental evaluator over stdio MCP; keyless.
Session-bound Docker workflow server through Codex. State is discarded with the container.
MCP server to integrate with Juniper Routing Director
Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analysis.
Hosted MCP endpoint with realistic fake data for prototyping agents. 12 tools, no setup.
Persistent engineering memory for AI coding agents. Survives refactors, knows when it is stale.
Pre-tool policy enforcement + JSONL audit for AI agents. Apache 2.0.
MCP server wrapping the Taskwarrior CLI for structured, project-scoped task management.
Semantic map of a .NET test-automation solution for AI agents — search, impact, endpoints
Git-aware safe file ops for AI agents: delete anything except git-tracked source code.
MCP server for Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer).
Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query instruments.
Execute raw SQL queries against SQL Server, SQLite, PostgreSQL, MySQL, and MariaDB.
AI-native HTTP security testing MCP server — 17 tools with raw HTTP/1.1 + HTTP/2 control
Calibrated probability distributions from natural-language questions via REST and MCP.
Security-first MySQL MCP server: AST-validated SQL (fail-closed), default-deny whitelist, audit.
Amazon Ads API MCP server for Amazon Advertising API
MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit
Sync Lightroom, Figma, Dropbox & Canva assets to WordPress and Shopify via natural language.
Verifiable agent memory with signed ledger receipts — verify every write offline.
Real-time Korean corporate disclosure (DART) events. Pay per call in USDC via x402. No API key.
Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.
AI ops team for founders: approvals queue, inbox triage, briefing, follow-up drafting.
Cold engine for B2B founders. Detects buying signals, drafts outreach, books qualified meetings.
Register every AI agent, log every action, prove it. EU AI Act compliance built in.
French property prices, market trends & live listings for any French address. Powered by DVF data.
On-device PDF, resume and CSV tools. Files never leave your machine. Refuses rather than guessing.
Curated read-only Matomo Analytics tools: traffic, pages, referrers, e-commerce, real-time & more.
Curated SISTRIX SEO tools: visibility, rankings, keywords, backlinks, AI visibility, Amazon data.
Local .NET compiler verification, change impact, and typed wiring for AI agents.
Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware health. 17 tools.
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, download PDFs.
Build native Linux packages (.deb/.rpm/.apk/.pkg.tar.zst) from a single PKGBUILD via MCP.
Connects AI assistants to a live ChemDraw window on Windows via COM automation.
Open-source EIP-2612 Permit-based wallet sessions for AI agents using MCP.
MCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM and cost estimates
MCP server for data visualization with Mermaid charts.
Search for books and book-related products, with access to product and delivery details
WhatsApp Business CRM: send messages, manage contacts, campaigns, and AI agents.
See what's on your ports, the processes behind them, and diagnose conflicts and leaks.
Real-time crypto volume anomaly detection across 50+ tokens for whale signals
Persistent, agent-owned memory with encrypted storage and shared knowledge commons.
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wallet-free trial.
Neuro-symbolic memory for LLMs (POC)
Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.
Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via MCP