The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
What this is
The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.
MCP Server Template
4.1/10Production-grade MCP Server Template for TypeScript and Node.js.
MCP Server
4.1/10Search AO3 and have fics read by a secondary model before they're recommended
Dyslex Ia
4.1/10Accessibility MCP server and Agent Skills for AI agents. Requires Superpowers.
Haplane
4.1/10鸿蒙 HAP 签名部署 MCP：面向鸿蒙应用开发者，真机调试一键签装，也走华为邀测/上架。中性工具+可订阅源，本地 stdio。
Repo Test Architect
4.1/10Audit-first test strategy MCP server for repository-native test planning.
Aws Iot Core
4.1/10MCP server for AWS IoT Core: device registry, shadows, jobs, rules, messaging.
Azure Iot Hub
4.1/10MCP server for Azure IoT Hub: device registry, twins, methods, jobs, messaging.
Mqtt
4.1/10MCP server for MQTT 5.0 brokers (publish, subscribe, topic discovery).
Strut Stack Sql
4.1/10Token-efficient MCP server for MySQL, PostgreSQL, and SQLite
Godot MCP Bridge
4.1/10MCP server for Godot game engine integration — control the Godot editor with AI
Comfyui MCP
4.1/10Generate and manage ComfyUI media through the Model Context Protocol.
Tech Debt MCP
4.1/10MCP Server for analyzing technical debt across multiple programming languages
Groupon MCP
4.1/10Groupon deals for Claude — search and browse local, goods, and travel deals
Unlocalhost
4.1/10Deploy localhost to a private, authenticated link from your AI coding agent.
Docconv MCP
4.1/10Convert PDF/Word/Excel/PowerPoint documents to Markdown, paid in USDC via x402.
Telethon Plus
4.1/10Self-hosted MCP server: Telegram userbot control (Telethon) via HTTP and MCP.
Debugai MCP
4.1/10MCP server for DebugAI. Browser sign-in, auto client setup, no key pasting.
MCP Agentic Wallet
4.1/10Open-source EIP-2612 Permit-based wallet sessions for AI agents using MCP.
MCP Package
4.1/10MCP server for OOM x402 search 1,000+ pay-per-call API endpoints
Ryterpro MCP
4.1/10MCP server for humanizing and rewriting text with the Ryter Pro API.
Kiaaccess MCP
4.1/10Kia Access for Claude — vehicle status, location, doors, climate, and charging
Sixflags MCP
4.1/10Six Flags MCP for Claude — live wait times, park hours, shows, and day planning
MCP Jira Stdio
4.1/10MCP server for Jira Cloud — issues, search, comments, attachments, transitions.
Banyan Memory
4.1/10Persistent, governed local memory for MCP-compatible AI clients.
Llre
4.1/10AI-native structured memory for agents (MCP). Built for agents, not humans.
Dreamd
4.1/10Local-first, cross-harness memory for AI coding agents.
Asianexpats MCP Server
4.1/10An MCP server that provides AI travel recommendations from Asian expats.
Prerenderbuddy MCP
4.1/10Local MCP tools for crawler-readability and discovery-file diagnostics.
Vdatum MCP
4.1/10MCP server for vertical datum conversions using coastalmodeling-vdatum
Korean Elementary Learning Map MCP
4.1/10한국 초등 2022 개정 교육과정 학습 그래프 MCP 서버 (성취기준 620 · 원문 수록 · 주제 1,956 · 선수관계 1,894)
Webull Openapi MCP
4.1/10MCP server for Webull OpenAPI: trading and market data access for AI assistants
The Metis Fca Handbook Ai Harness MCP
4.1/10MCP server for FCA Handbook compliance analysis with verbatim citations.
Listonic MCP
4.1/10Let your AI manage your real grocery list — unofficial Listonic MCP server
Darwin Rag
4.1/10Local-first RAG engine with MCP server for AI agent integration.
Ftp Ssh MCP
4.1/10Work with a remote host over FTP/FTPS/SFTP, SSH, and MySQL.
Code Fundi MCP
4.1/10CodeFundi MCP server for codebase mapping and blast-radius analysis.
Dense Knowledge MCP
4.1/10Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.
MCP Server
4.1/10Nativine MCP Server — Convert websites to native mobile apps from your AI IDE
Vibedate
4.1/10Dating by tokens, matched by usage league across agentic CLIs. Local-first.
Vibedonate
4.1/10BitTorrent-style mesh for AI inference across agentic CLIs. Local-first.
Vibelive
4.1/10Multiplayer for agentic coding terminals: live cursors, presence, chat.
Vibemovie
4.1/10Turns an agent coding session into a short recap video. Local-first.
Vibenetwork
4.1/10Decentralized social network for AI coders. P2P, ed25519 identity.
Viberadio Fm
4.1/10Turns an agent's output into audio: narration, podcast, or music.
Vibeshare Live
4.1/10Share a live agent coding session by URL. Spectate or invite in.
Korean Secondary Learning Map MCP
4.1/10한국 중등 2022 개정 교육과정 학습 그래프 MCP 서버 (중학교 714 · 고교 3,124 성취기준 · 원문 수록 · 중→고 전이)
Mergewarden
4.1/10Check whether a coding agent's changes stayed inside the scope it was given.
MCP Jp Paid Leave
4.1/10MCP server for Japanese statutory annual paid leave (nenkyu) calculations.
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New servers, score changes, breakages
Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.
Four dimensions, weighted
- Reliability (30%) — repository present, permissive license, not archived, official status.
- Documentation (20%) — description length, website presence, README quality.
- Maintenance (25%) — how recently the code was pushed; versioning discipline.
- Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.
What is MCP?
MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.
Where does the data come from?
Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.
How are servers scored?
Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".
Is this affiliated with Anthropic?
No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.
How often does the directory update?
The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.
Is it free?
Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.