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.
Merchantwords
3.7/10Amazon keyword volume, reverse-ASIN, and SERP data across 11 marketplaces.
Latgalian
3.7/10Grounds LLMs in real Latgalian: Wiktionary lemmas, inflections, romanization.
Enrow MCP
3.7/10Find and verify professional emails and phone numbers via the Enrow API.
Booking
3.7/10Find and book Thai-massage salons in Switzerland with live availability.
Angel Numbers
3.7/10Angel number meanings and repeating sequences like 111, 222, 333 for AI agents.
Iching
3.7/10I Ching hexagram casts, 64 hexagram meanings and changing lines for AI agents.
Journalize
3.7/10Agent-native double-entry accounting ledger with x402 micropayments
MCP Server
3.7/10Plan, approve, publish, and analyze social content
Wristwise
3.7/10Ask about your sleep, heart rate and wellness trends from your smartwatch.
Framelane
3.7/10Render video and run AI media tasks from a single declarative JSON request.
Seo Audit
3.7/10Run SEO + AI-visibility (GEO) audits from Claude, Cursor & other AI clients.
Sendhey
3.7/10Turn AI-built work into tracked, gated share links your clients can open.
Uratori
3.7/10日本企業の第三者認証(ISO 27001/Pマーク/ISMAP等)を公開情報から実調査し、5区分の判定と証跡URLを返す。未確認は未取得の断定ではない。
Roryplans
3.7/10AI work orchestration for plans, tasks, teams, and coding-agent dispatch.
MCP Server
3.7/10Connect AI agents to GlassFrog: roles, skills, notes, tensions, and governance.
Tendfeed
3.7/10Bid/no-bid verdicts for open EU tenders, from 592,000 real TED contract awards.
Toolzy
3.7/10Recherche et location d'outils entre particuliers en France via Toolzy.
Financial Data
3.7/10European-first forecasts, fundamental screening, and historical market cap.
Data
3.7/10Create schemas and read, write, and organize structured records in EasyData.
MCP Server
3.7/10Read-only, privacy-safe evidence of physical business presence for AI agents.
Prestataires
3.7/10Prestataires événementiels vérifiés en France, par métier et ville — Izifete.
Lianban A Share Review
3.7/10连板网A股复盘数据: 连板天梯/题材/情绪周期/龙虎榜游资/个股涨停史 (A-share daily review, free read-only)
Time Tracking
3.7/10Time tracking, live project budgets, and billing exports for service firms.
Locksmith Finder
3.7/10Find a vetted, licensed U.S. locksmith and request a quote or booking.
Baiduspider
3.7/10Validate Baiduspider IP addresses. Remote MCP validate_ip tool.
Ccbot
3.7/10Validate CommonCrawl CCBot IP addresses. Remote MCP validate_ip tool.
Coccocbot
3.7/10Validate Cốc Cốc Bot IP addresses. Remote MCP validate_ip tool.
Duckduckbot
3.7/10Validate DuckDuckBot IP addresses. Remote MCP validate_ip tool.
Naverbot
3.7/10Validate Naver Yeti IP addresses. Remote MCP validate_ip tool.
Openai
3.7/10Validate GPTBot and OAI-SearchBot IP addresses. Remote MCP validate_ip tool.
Perplexitybot
3.7/10Validate PerplexityBot IP addresses. Remote MCP validate_ip tool.
Sogouwebspider
3.7/10Validate Sogou Spider IP addresses. Remote MCP validate_ip tool.
Yahooslurp
3.7/10Validate Yahoo! Slurp IP addresses. Remote MCP validate_ip tool.
Eu Trade Explorer
3.7/10EU customs-trade & industrial-production statistics (Eurostat Comext/PRODCOM)
Catalog
3.7/10Search the Legends of Learning K-8 games catalog and standards alignment
Evidence
3.7/10Source-linked executive compensation data for AI agents and developers.
Tendeta
3.7/10Manage a Tendeta store's catalogue and orders with store-scoped permissions.
Cobra
3.7/10Emite facturas, notas y retenciones del SRI de Ecuador con lenguaje natural.
Nuboo
3.7/10Manage real estate inventory, quotes, prospects, and sales reporting in Nuboo.
Prediction Markets
3.7/10Discover Norynta markets and use caller-signed trading through a protected MCP.
Website MCP
3.7/10Build, edit, stock, and publish Social AI websites and storefronts via AI chat.
Marrow
3.7/10Evidence-grounded, graph-connected, correctable memory for agents.
Agent Preflight
3.7/10Six paid URL-intelligence tools for autonomous agents and agent swarms.
Bogeyland Golf
3.7/10Bogeyland — directory of places, events, and listings.
Filipe Coffee
3.7/10Filipe Coffee — directory of places, events, and listings.
Genesis Social
3.7/10Genesis Social — directory of places, events, and listings.
Liberdade Sampa Br
3.7/10Bairro da Liberdade em São Paulo.
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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.