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
3.7/10Read-only Mafdet AI account tools (models, balance, usage, subscription) and docs search.
Api Sorties MCP
3.7/10Search French events and things to do, built for AI agents — geo, city, date, category filters.
Smartmemory MCP
3.7/10Graph + vector memory for agents: recall, ingest, search, distill. Local or remote backend.
Contextual
3.7/10Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.
Memvault
3.7/10Shared memory router for AI agents: save/search/recall, session-start injection, review inbox.
Openbrewery MCP
3.7/10Open Brewery DB search.
Usda Food MCP
3.7/10USDA FoodData Central search.
Refreshagent
3.7/10Connect AI assistants to live Google Search Console and Analytics data through RefreshAgent.
Facebook Ads Library
3.7/10Visual MCP server for Facebook Ad Library. Search advertisers and see creatives in chat.
Linkedin Ads Library
3.7/10Visual MCP server for LinkedIn Ad Library. Search advertisers and see creatives in chat.
Videovector MCP Server
3.7/10Model Context Protocol server for the VectorMethods VideoVector media intelligence API.
MCP Server
3.5/10Public MCP server for the LLM Search Engine
MCP Server
3.5/10Search and browse a curated gallery of memes, infographics, and visual content.
MCP Merchant
3.5/10Search-only commerce MCP server backed by Stripe (test)
MCP Registry
3.5/10Search the public MCP Registry; discover servers and copy SSE URLs.
1Stdibs
3.5/10MCP server for browsing and searching items on 1stDibs marketplace.
MCP Server
3.5/10Search, access, and get insights on your Amplitude data
Chat
3.5/10Search, order, and manage eSIM data packages for 190+ countries.
Patent MCP
3.5/10AI-powered patent intelligence for search & analysis
Prep It
3.5/10Search, save, organize, cook, and share recipes with any AI assistant.
Shepherd Bible Api
3.5/10Bible translations, books, chapters, verses, and search
Developer Tools
3.5/10Provides tools for searching Google Workspace documentation and much more.
MCP Server
3.5/10Search and list latest international news (sources, comments, knowledge graph).
Dice MCP
3.5/10Dice MCP: Search for tech jobs on Dice.com
Weather MCP
3.5/10Weather forecasts, current conditions, and location search via Open-Meteo.
Tools
3.5/10Remote MCP server: fetch, search, Python, TTS, memory, image, video.
MCP Server
3.5/10Agent-first domain registration and DNS management, paid with USDC via x402.
Avukatim
3.5/10Search Turkish laws, court decisions, and legal documents using AI.
Bio Data Parser
3.5/10Bioinformatics and genomic sequence parser for clinical research.
Repo To Rag
3.5/10GitHub repository vectorizer and context synthesizer for RAG pipelines.
Science Oracle
3.5/10Scientific literature analyzer and clinical search aggregator.
Seo Ghost
3.5/10AEO intent and search presence optimization engine.
Ai
3.5/10AI/ML research papers from arXiv, DBLP, and HuggingFace
Clinical
3.5/10Clinical trial search and status from ClinicalTrials.gov
Food
3.5/10Food and nutrition data: search, macros, and comparisons
Legal
3.5/10US legal case search: court decisions and company litigation history
Patent
3.5/10Patent search and company IP portfolio data
Research
3.5/10Academic research search across PubMed and arXiv
Pet Listings
3.5/10Search live Pawlisty pet listings by species, breed, location, and price.
Brands
3.5/10Search brands and find authorized retailers on authorized.by
Weg MCP
3.5/10Search and compare flights, hotels, buses, and car rentals with ENUYGUN's MCP.
Shortsmonkey Youtube Outlier Research
3.5/10Find YouTube outliers, daily viral Shorts, and analyze video performance.
Search
3.5/10Search millions of sound and soundboards on 101soundboards.com
Podkit
3.5/10Podcast search, metadata, chapters, and transcripts for AI agents — from $15/mo
Scrapenest
3.5/10Web search, scraping, RAG answers with citations, and translation as MCP tools.
Docs
3.5/10Search and read the official MintMCP documentation, the enterprise MCP gateway.
Baidu China Search MCP
3.5/10Premium agentic endpoint for baidu-china-search-mcp.
Duckduckgo Privacy Search MCP
3.5/10Premium agentic endpoint for duckduckgo-privacy-search-mcp.
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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.