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.
Agent Media
4.1/10Generate AI UGC videos with talking heads, B-roll, and subtitles.
Logic Server
4.1/10Agent reasoning, memory, and token-optimized context for AI applications.
Meridian Skills
4.1/10Routes AI tasks to dynamic LLM-generated skills via an orbital classifier.
MCP Server
4.1/10Odyssey 앱의 할일·메모·프로젝트·타임라인을 MCP 클라이언트에서 관리
When
4.1/10The WhenLabs developer toolkit — 6 tools, 7 MCP endpoints, one install.
MCP Server
4.1/10Hosted Playwright API for AI agents. Returns a11y trees instead of screenshots.
Federal Compass MCP
4.1/10AI compass from private sector to federal career — USAJobs search, salary, KSA
Aide MCP Server
4.1/10MCP server for NetApp AI Data Engine
Shuck Convert
4.1/10Convert between document formats — DOCX/PDF to Markdown, Markdown to DOCX.
Chainmemory
4.1/10Permanent blockchain memory for AI agents.
Tmux MCP
4.1/10MCP server for tmux — browse sessions, capture output, send commands.
Maboss
4.1/10MCP server for Boolean network simulation and attractor analysis using MaBoSS
Japan Ux
4.1/10MCP for building Japan-native websites with AI.
Whoop
4.1/10MCP server for WHOOP health data — recovery, sleep, workouts, cycles, and more.
Stdio Proxy
4.1/10Undisk MCP: safe file memory for AI agents.
Algolia Search
4.1/10Search multiple indices, index data, and get personalized recommendations
Pplz Agent
4.1/10PPLZ AI Agent — Let AI play your social life simulation automatically.
Penni MCP
4.1/10AI bookkeeper. Connect QuickBooks to Claude Desktop.
Bluecolumn Memory
4.1/10Persistent semantic memory API for AI agents via BlueColumn.
Dataraum
4.1/10Pre-computed metadata context engine for AI-driven data analytics
Allure Testops MCP
4.1/10Allure TestOps MCP — projects, launches, test cases, test results via REST API.
Openaccountants MCP
4.1/10Open-source tax skills for AI across 134 countries.
Certidao
4.1/10MCP server para gerenciamento de certidoes de cartorio via IA.
Prolog Reasoner
4.1/10SWI-Prolog as a logic calculator for LLMs
Gilbert MCP
4.1/10Gilbert meetings: list, search, and fetch transcripts & summaries via MCP.
MCP Fattura Elettronica It
4.1/10Italian e-invoicing: FatturaPA XML/SDI v1.2.3, 21 MCP tools for B2B and B2G.
MCP Geracash
4.1/10Digital wallet: send money, pay bills, convert currency. 50+ countries.
MCP Geracompliance
4.1/10EU AI Act and GDPR compliance: checks, audits, generate policies.
MCP Gerafarm
4.1/10Buy produce from farmers, list crops, access market prices. 50+ countries.
MCP Geraguard
4.1/10Privacy protection: scans, tracker detection, data broker opt-outs.
MCP Gerajobs
4.1/10Local job marketplace: search jobs, apply, post listings. 50+ countries.
MCP Gerapodcast
4.1/10Discover podcasts, search episodes, fetch transcripts, subscribe to shows.
MCP Geraquest
4.1/10AI prompt engineering game: challenges, leaderboards, community prompts.
MCP Geraride
4.1/10Book rides, request deliveries, estimate fares, track trips. 50+ countries.
Thecrawler
4.1/10Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.
Sonarqube MCP
4.1/10SonarQube MCP — projects, metrics, quality gate, issues, worst-metric ranking.
Hebbian Vault
4.1/10Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.
MCP Contradiction Check
4.1/10Find where your notes disagree — contradiction detection for markdown vaults.
MCP Curiosity Engine
4.1/10Surface the notes you forgot you wrote — DMN replay for markdown vaults.
MCP Knowledge Gaps
4.1/10Find what your knowledge base mentions but doesn't actually explain.
Manoma
4.1/10MCP server for soul.md — your portable AI identity layer across every LLM.
Memory MCP Lite
4.1/10A lightweight, structured, token-efficient local-first MCP memory server
MCP Sudo
4.1/10Run sudo commands with a Fernet-encrypted password bound to machine-id + user.
Aiseo Audit
4.1/10Audit web pages for AI search readiness (ChatGPT, Claude, Perplexity, Gemini).
Xmorf
4.1/10AI image editing and generation via xmorf API. Edit, generate, and list models.
MCP Git Enhanced
4.1/10Enhanced Git MCP Server - Code review, commit analysis, and branch management
Gitwand
4.1/10Auto-resolves Git merge conflicts so agents only touch the complex hunks.
Tochka Bank
4.1/10MCP server for Tochka Bank API — payments, invoices, acquiring, subscriptions
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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.