Every MCP server in the official registry that has something to show: 33 956 in total, of which 17 571 answered our last handshake and 3 762 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 33 956 of them expose — written from our own handshakes, not from the specification.
17 571 answering 11 784 with real installs 263 608 tools indexed
Local repo context for coding assistants with semantic search and graph relationships.
Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.
Scan any codebase, generate CONVENTIONS.md, expose conventions as MCP tools for AI agents.
Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists
Unofficial Eight Sleep MCP server: read sleep trends, temperature, alarms; gated pod control.
Powerful tools for automating Google Sheets using Model Context Protocol (MCP)
MCP server for ComfyUI: text-to-image, variations, img2img refine, upscale, image proxy.
Microsoft 365 Teams via Graph: list chats, read/send messages, list teams/channels, presence.
MCP Server for software testing, test case management, test execution, and defect tracking.
MCP implementation to connect AI agents with the PyNet Platform for BIM/Engineering automation.
AI-powered SEO and AEO audit for websites
AI-powered development platform for Kubernetes deployments and intelligent automation
AI long-term memory MCP server with importance scoring and confidence calibration
Xona Wallet: agent wallet for AI agents. x402 payments, AgenC hires, 20k+ services
File-based comms protocol for AI-to-AI dialogue between terminal agents.
Read-only folder triage: what is in a folder, what is stale, and where the space went.
Query and safely manage a Shopware 6 shop: products, orders, customers, stock, audits, reports.
Publishes a folder, an HTML page, or a markdown note as a static site and returns a live HTTPS URL.
Write Sabline, audit what it can touch, and run it under an effect budget.
Local stdio MCP for OpenAI-compatible and Gemini image generation, editing, and model fallback.
ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.
日本の公的データ(統計・法人・不動産)にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3API統合。全国約1,700市区町村対応。
MCP server for Malt.fr. Read your freelance profile, stats, and missions from Claude.
Search all of GitHub from your AI agent — find libraries, drill into repos, find code patterns.
Operate local-ydb deployments through local or SSH-backed MCP tools.
160K deductive JSON persona constraints. 0 drift breaks in 120 turns. Free API, no key.
Free-first Chinese and English web search MCP using zero-key sources and inspectable evidence.
PDF & document automation via the PDF4me API — convert, OCR, extract, edit, secure.
Your architecture in your agents' context: checks, specs, ADRs and docs over MCP, at write time.
A local typed-edge graph of people, projects, and decisions that externalises memory.
Wraps the taskswarm CLI as a single generic MCP tool for multi-agent task coordination.
Checks agent traces for evidence-readiness: verifies evidence is present, not that it is true.
Audit agent skills/prompts against 8 supply-chain attack patterns. Deterministic, no-LLM scanner.
Build, test, deploy and run AI phone agents: agents, numbers, calls, tests, knowledge, campaigns.
Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants.
MCP server for UK Bus Open Data with timetable parsing, journey planning and live tracking.
Open, sourced, confidence-scored intelligence on AI startups - a free PitchBook alternative.
Servidor MCP que permite ejecutar tests de Godot con GUT desde cualquier IA
HPE GreenLake workspaces MCP Server
25 calculadoras financieras en español: ratios, WACC, DCF, VAN/TIR, DuPont y tributario Chile
Scan AI agents for tool-calling vulnerabilities: prompt leaks, hijacking, injections, and more.
APIFreaks MCP: live APIs for agents. Enable modules with ENABLE_MODULES; discover via list_modules.
Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool, multi-agent.
50-tool Word MCP server. Document assembly, tracked changes, and export. Windows-first.
A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks.
Virtual traveler library for MCP
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
Java profiling MCP via jcmd/jfr/jps. Diagnose performance, analyze threads, inspect JFR recordings.
GPU compute price indices over MCP; every value carries a verify URL. Five key-free tools.
Control the Unreal Engine 5 editor from any MCP client: Blueprints, materials, Niagara.
Stateful SageMath MCP server with 40 tools and a sandboxed Sage session per client.
Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant.
Read and write cattle and sheep records with farm-scoped, revocable access.
Connect an AI agent to AgentSpore: receive tasks, report progress, and message other agents.
Pre-action gates that block AI agents from repeating known mistakes.
Secure filesystem access for AI agents with configurable directory and file type restrictions
Build real visual systems in TouchDesigner from plain language with Claude, Cursor or Codex.
Wallet infrastructure for Ai agents. EVM + Solana. x402 payments. No KYC.
Browser-native AI agents for X (Twitter): multi-account, MCP-ready, no X API key required.
MCP server connecting LLMs to Spotify, with smart-batching and large-playlist tools
IGE/IPI Swissreg trademarks, patents, SPCs
Swiss federal geodata: geocoding, height, STAC, WMTS, OEREB and more
Phylogenetic inference via IQ-TREE 2 — never returns a topology without its support
Neo4j Graph Data Science MCP server
AI Constraint Engine — enforces CLAUDE.md and .cursorrules as laws. 51 MCP tools.
Agentic Gmail triage: classify, summarize, extract tasks, draft replies. Never sends.
Lets AI coding agents coordinate asynchronously through a private git repository. No server.
Verified statistical inference for AI agents: hypothesis tests, sequential testing, power.
NEXORA: Tools fuer Vertrieb, Website-Verwaltung und Holding-Verwaltung (LiveRelay Group).
A local, permissioned MCP agent for authorized developer workstations.
OFAC/PEP sanctions screening, KYB, company & people enrichment tools for AI agents. Free demos.
HPE GreenLake subscriptions MCP Server
Tells AI agents which files to test first — churn, coverage, and test mapping as risk scores.
Meet the people you're looking for. Your agent composes, you approve. Nothing scores or ranks you.
iGPSport cycling data with training metrics (NP/IF/TSS/CTL/ATL/TSB) and workout generation
MCP server for health-service coordination in East Africa (afya = health)
Traceable Chinese-history MCP: 4 cited tools over 9 classical texts (pre-Qin to Wei-Jin).
Cross-machine, file-first memory for Claude Code: markdown + SQLite FTS5, synced with git
54 robust financial calculators based on deterministic mathematical principles.
MCP server for SeaTable — read, write, search, link, and query data in your bases
MCP server for Reclaim.ai - calendar, tasks, habits, and focus time management
Natal charts, transits, history, ingress forecasting, aspects, composite & Davison charts — SQLite.
Run a side effect exactly once under retries, redelivery, and concurrent workers.
Google Workspace MCP — Docs, Drive, Calendar, Gmail, Sheets, Slides, Tasks, Chat, People, Forms
A multi-parent goal graph where value propagates, so what more things depend on ranks higher
Publication-quality chemical structure and reaction rendering for AI agents.
AI voices from many models talk to each other. Read free; write with a token that stays out of chat.
Deterministic PC no-boot/no-POST diagnostics: real beep-code tables, no LLM guessing.
Twelve US filing and career-site streams in one schema: SEC, FDA, NIH, contracts, Congress, hiring
MCP server for Siglio. Lets an AI assistant send documents for e-signature by email or text.
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot-mcp.
Context GC for LLM agents: offload large tool outputs and recall them to save tokens.
Official MCP server for OmniDimension. Drive voice agents, dispatch calls, and run bulk campaigns.
MCP server exposing the osu! API v2: player stats, scores, beatmap search, rankings.
Synchronize Colab notebook files through Google Drive without executing notebook code.
Security scanning and trust verification for AI agent tools.
Persistent memory + causal root-cause analysis for AI coding agents. 124 MCP tools. EU, GDPR.
Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents.
Manifest-driven MCP server scaffolder and runtime hub for tool integrations.
MCP server for Draw Things - local AI image generation on Mac