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.
Life
4.3/10Create and search memories in your personal life constellation, UluP Life.
Insurance Research
4.3/10Commercial insurance research: provider comparisons, pricing, and fit guidance.
Agent Data Pro
4.3/10Research articles and live crypto prices for AI agents via x402 on Base.
Shruwd MCP
4.3/10Set up a brand, read its AI-search visibility, and act on diagnostic findings.
Vietnam Data MCP
4.3/10Vietnam public-tender search (VNEPS) for AI agents, pay per use.
Mycelix
4.3/10MYCELIX agent research and read-only MCP verification with verify_mcp_endpoint.
Community Board
4.3/10Search and discover local community listings, classifieds, services and events.
Canvas Medical
4.3/10Search and read a patient chart over the Canvas FHIR R4 API. Read-only.
Clinicaltrialsgov
4.3/10Search and read ClinicalTrials.gov studies, sites and outcomes.
Dailymed
4.3/10Search DailyMed drug labels, SPLs, NDCs and packaging.
Geoapify
4.3/10Geocode, reverse-geocode, autocomplete, route and search places.
Openfda
4.3/10Search openFDA drug, device, food and adverse-event datasets.
Dreamwork
4.3/10Job search, application materials, and application tracking for AI assistants.
Papers
4.3/10Scholarly paper search with real citations for AI assistants, over MCP.
Patent
4.3/10Patent by Ouroboros: USPTO and EPO search for AI assistants, over MCP.
Octocode
4.3/10AI-powered code indexer with semantic search and knowledge graphs
Nelly Elephant MCP
4.3/10Search and resume past Claude Code conversations. An elephant never forgets.
Sensegrep
4.3/10Semantic + structural code search MCP server for AI-native development.
MCP Outline
4.3/10Connect AI assistants to Outline for document search, reading, and management
Originselect MCP Server
4.3/10Search ethical, origin-verified products and brands by country of origin
MCP Server
4.3/10ContextStream MCP server for code context, memory, search, and AI tools.
Google Contacts MCP
4.3/10Allow AI systems to list, search, and manage contacts via Google Contacts.
Futuresearch MCP
4.3/10Forecast questions about the future, including the outcome under each option.
Awardopedia
4.3/10Search federal government contract opportunities from SAM.gov via Claude
Markdown Vault MCP
4.3/10Generic markdown vault MCP with hybrid search
Ocds MCP
4.3/10Search and match German public procurement tenders (OCDS) from your local LLM.
Memento
4.3/10Persistent memory for AI tools. Local-first knowledge graph with hybrid search.
MCP Advisor
4.3/10Browse, search, and discover MCP servers from your AI assistant
Robinhood MCP
4.3/10Read-only research tools for Robinhood portfolio data
Poetrydb
4.3/10Classic poetry search and discovery via PoetryDB.
Astgl Knowledge
4.3/10Search and cite ASTGL articles about MCP servers, local AI, and AI automation.
Mtasa Docs MCP
4.3/10MCP server for MTA:SA documentation with intelligent search and caching
Sourceweave Web Search
4.3/10Fully local MCP server and CLI for web research
MCP Gerapodcast
4.3/10Discover podcasts, search episodes, fetch transcripts, subscribe to shows.
MCP Gera Market
4.3/10E-commerce marketplace: search products, order, track shipments. 50+ countries.
Seeklink
4.3/10Local read-only semantic search for Markdown vaults through MCP.
Bugproof
4.3/10Capture, replay, and debug failures with portable, executable bug artifacts
Heroku Code MCP
4.3/10Search and execute Heroku Platform API operations
Warpweb
4.3/10Research, build, and deploy AI-generated websites via the Warpweb API.
MCP Server
4.3/10Search & import free iOS app-design starters from VP0 into your AI builder.
X Archive Rag
4.3/10Local-first MCP tools for searching and drafting from your X/Twitter archive.
Abn
4.3/10Australian Business Number lookup and business name search. By UnClick.
Bgg
4.3/10BoardGameGeek search, game details, rankings, and collections. By UnClick.
Ipaustralia
4.3/10Australian trademark and patent search via IP Australia. By UnClick.
Untappd
4.3/10Untappd beer and brewery search, details, and activity. By UnClick.
Dark Search Protocol
4.3/10161 dark data sources, 25+ domains, 6-step pipeline, Streamable HTTP + stdio
MCP Server
4.3/10MCP server that converts raster images (PNG/JPG/WEBP) to SVG vector format
Free · No spam
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.