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
4.7/10980+ AI tools as MCP servers. Finance, lead gen, scraping, dev tools, media, research, and more.
Llmopt
4.7/10AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.
Defi Vaults
4.7/10Search 700+ DeFi vaults, compare risk scores, analyze protocols. No API key needed.
MCP Server
4.7/10Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.
Booking
4.7/10Search and book appointments at local businesses. Barbershops, salons, spas, and more.
Flightoracle
4.7/10Flight Intelligence MCP — search, cheapest dates, multi-city, airline compare via Google Flights
Hoteloracle
4.7/10Hotel Intelligence MCP — search, price compare, area guides, price calendars via Google Hotels
Rankoracle
4.7/10SEO Intelligence MCP — 13 tools: keyword research, SERP, domain audits, competitors.
Jinko MCP
4.7/10Jinko is a travel MCP server that provides hotel search and booking capabilities.
Sec Intelligence
4.7/10SEC filing intelligence — insider sentiment, material events, financial ratios, disclosure search.
MCP Server
4.7/10Semantic hotel search with real-time availability and price comparison for Kismet Travel
Research
4.7/10UK property research tools - crime stats, schools, demographics, valuations for AI.
MCP Server
4.7/10Independent AI certification authority. Trust scores, search, comparison, and verification.
Codeweaver
4.7/10Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
Organizer
4.7/10Read-only MCP server for PopUp — search vendors, manage events, and track applications.
MCP Server
4.7/10SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content. 95 tools.
Air
4.7/10AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and more
Browseai Dev
4.7/10Evidence-backed web research for AI agents with citations and confidence scores.
Paparats MCP
4.7/10Semantic code search for AI coding assistants. Local Qdrant, multi-repo, no API keys.
Opengrok MCP Server
4.7/10MCP server bridging OpenGrok search engine with AI for instant context across massive codebases.
Search
4.7/10Web search, content extraction, PDF parsing, plus datetime and geolocation tools. No API keys.
Midos
4.7/10Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via MCP
MCP Obsidian Via Rest
4.7/10Access Obsidian vaults via Local REST API - read, search, and interact with notes
Indiestack
4.7/10Search 3,100+ developer tools via MCP. Install commands, compatibility data, health scores.
Rag Vault
4.7/10Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
Coolify
4.7/1038 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
Elasticsearch
4.7/10Elasticsearch MCP Server with multi-version support (ES 5.x-9.x) and comprehensive API access
Nanostores MCP
4.7/10Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events, and search docs.
Hacktricks MCP Server
4.7/10Search and query HackTricks pentesting documentation with quick lookup and section extraction
Conduitai
4.7/10Search, browse, and install MCP servers, agents, skills, and plugins from conduitAI.
Atxp
4.7/10Agent wallet, email, phone, and 41 paid tools: search, image/video/music gen, SMS, calls.
Project Gutenberg MCP
4.7/10Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text in passages.
Afterpaths
4.7/10Session memory for AI coding agents. Search past sessions, extract rules, and track what works.
Google Maps Places MCP
4.7/10Allow AI systems to search for places and get business info via Google Maps Places API.
Everyrow MCP
4.7/10Give your AI a research team. Forecast, score, classify, or research every row of a dataset.
Futuresearch MCP
4.7/10Give your AI a research team. Forecast, score, classify, or research every row of a dataset.
Bbox MCP Server
4.7/10Geospatial toolkit for AI: spatial queries, coord conversion, H3, OSM search, map verification links
Mtg MCP Server
4.7/10Magic: The Gathering card search, combo lookup, draft analytics, and Commander tools.
Codeseeker
4.7/10Graph-powered code intelligence with semantic search and knowledge graph for AI assistants
Enzyme
4.7/10Semantic search and AI context for your Obsidian vault. Surface patterns with catalysts.
Ragmap
4.7/10Discover RAG-capable MCP servers. Search by meaning; filter by remote, citations, local. Four tools.
Tenkai MCP
4.7/10Search Tenkai Daily AI news for open-source releases, papers, and tools. Updated daily.
Codeix
4.7/10Fast semantic code search for AI agents — find symbols, references, and callers across any codebase
Bailii MCP
4.7/10Search UK case law on BAILII — court judgments with section extraction. Runs locally.
M3 Memory
4.7/10Local-first agentic memory for MCP agents — 25 tools, hybrid search, GDPR, no cloud.
Sqry
4.7/10AST-based semantic code search — understands code structure and relationships across 35 languages.
MCP Freescout
4.7/10FreeScout ticket management with AI-powered analysis, search filters, and structured outputs.
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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.