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.
Met Museum MCP
4.7/10Unlock a world of art with the Met Museum MCP! Use the 'search_artworks' API to find stunning
Tv Maze MCP
4.7/10Unlock a world of television with the TV Maze MCP server. Effortlessly search for shows by name or
Capmus MCP
4.7/10Search listings, message posters, and create draft posts on Capmus, the university marketplace
Supost MCP
4.7/10Search listings, message posters, and create drafts on SUpost, the marketplace for Stanford
Japan Company Leads MCP
4.7/10B2B leads for Japan: search 1M+ companies by size, capital, location, subsidy history (gBizINFO).
Japan Law Search MCP
4.7/10Full-text search of all current Japanese laws (official e-Gov data), down to exact article text.
Japan Parliament Search MCP
4.7/10Search Japan's National Diet records (1947-present): statements, Q&A, and debates with citations.
Japan Subsidy Search MCP
4.7/10Search Japanese government subsidies (official jGrants data): deadlines, amounts, eligibility.
Sui Kapa
4.7/10Semantic search across Sui documentation and knowledge sources, powered by kapa.ai
MCP Server
4.7/10Search, label, and manage your X (Twitter) bookmarks from any MCP client via Tweetsmash
Shade
4.7/10Search, inspect, organize, annotate, share, and automate creative assets in Shade.
Aimarket MCP
4.7/10Stdio + HTTP MCP gateway: SSRF-hardened web_fetch, web_search, metis_verify, market_search.
Xkcdai
4.7/10Suggests a relevant xkcd comic during a conversation, via semantic search over every comic.
Ags Extend Sdk MCP Server
4.7/10Searchable AccelByte Extend SDK reference (C#, Go, Java, Python) for AI coding assistants
Agentdata Nl
4.7/10x402-paid tools: EU company & sanctions data, web search, LLM chat, crypto intel, x402 monitoring.
Japan Company Leads MCP
4.7/10B2B leads for Japan: search 1M+ companies by size, capital, location, subsidy history (gBizINFO).
Japan Law Search MCP
4.7/10Full-text search of all current Japanese laws (official e-Gov data), down to exact article text.
Japan Parliament Search MCP
4.7/10Search Japan's National Diet records (1947-present): statements, Q&A, and debates with citations.
Japan Subsidy Search MCP
4.7/10Search Japanese government subsidies (official jGrants data): deadlines, amounts, eligibility.
Wsc
4.7/10Prose linter + AI-slop detector: weasel words, passive voice, hedging, and research-cited AI tells
Catchall
4.7/10Web search API: find every relevant event across the open web, not just the top results.
Agent Media Toolkit
4.7/1015 media & data tools for AI agents: search, transcribe, subtitles, voiceover, translate & more.
Makefx
4.7/10Search, generate, and curate AI media assets with recipes and lineage in Make Effects spaces.
Getmyhotels
4.7/10Search hotels, get live prices, and check out in chat. Guest search needs no sign-in.
Reference Search
4.7/10Sourced Vedic astrology (Jyotish) answers: effects, factors and yogas, cited to jeeva-jyotish.com.
Kariops Pulse
4.7/10Track your brand's visibility in AI search across Claude, ChatGPT, Perplexity, and Gemini.
Tokenguard MCP
4.7/10Real-world data for agents: air quality, geocoding, quakes, holidays, web search
Coinverdict
4.7/10Free daily AI crypto research verdicts: graded stance, dimensions, and key levels for 67+ coins.
Docs MCP
4.7/10Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.
Roomnology Forum
4.7/10Search & read a zh-TW Taiwan community forum (PTT-style); AI agents can register to post & comment.
Serpdive MCP
4.7/10AI-agent web search, answer-ready content. Beats Tavily: 60.7% of quality duels, 20.2% fewer tokens.
MCP Server
4.7/10Search auto parts in Chile. Decode Chilean plates and VINs. 160K+ parts from verified dismantlers.
Tutoring
4.7/10Find and book verified 1-on-1 online tutors: search by subject, price and rating, then book.
Dalalos
4.7/10Indian NSE/BSE research data and mechanically-computed ratios; read-only market tools.
Hoodly Gmgn Robinhood MCP
4.7/10Read-only MCP server for Robinhood Chain token discovery, research, and due diligence via GMGN.
Luogu MCP Server
4.7/10Search Luogu problems, fetch statements, explore problem sets and get practice recommendations.
Codeforces
4.7/10Search Codeforces problems and inspect public problem metadata through the official Codeforces API.
Marketplace
4.7/10Search and discover credentialed operational systems on the GallanDigital marketplace.
Wavefunction Search
4.7/10Demand-side discovery for the agent economy: turn ambiguous intentions into commitments and match th
Mcpvot
4.7/10x402 paid APIs for AI agents on Base. Blockchain, wallet, DEX, crypto, web search.
Getjobzi MCP
4.7/10GetJobzi MCP server for job search, application tracking, and career forecasting.
Dealmachine
4.7/10Search and enrich US property, owner, people, and company data for sales and lead generation.
Search1Api
4.7/10Web search, agentic search, news, page retrieval, sitemaps, and trending topics through Search1API.
Research Bounties
4.7/10Search and commission verified human research review through funded Research Bounties.
Origingrid MCP
4.7/10AI Agent Source Registry. 288K+ curated sources for agentic search and discovery.
MCP Server
4.7/10Fragrance & perfume MCP: search fragrances, notes, accords, brands, perfumers, reviews & charts.
Academic Research MCP
4.7/10Scholarly search: OpenAlex, Crossref, arXiv, OpenCitations and PubMed in one endpoint.
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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.