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.
Hotels
4.1/10Search Best Western hotels worldwide: descriptions, addresses, contacts, amenities and photos.
Google Ads Transparency Center
4.1/10Google Ads by domain or brand: creatives, formats, dates; or bulk-check which domains advertise.
Pdf Text Table Ocr Extractor
4.1/10PDF URLs to per-page text, tables as rows, Markdown, metadata and OCR for scanned pages.
Prediction Markets Data
4.1/10Live Kalshi + Polymarket prices, orderbooks, trades, results. Pay per result via Apify.
Product Hunt Data
4.1/10Product Hunt launches, votes, makers, comments via the official API. Pay per result.
Telegram Channel Scraper
4.1/10Public Telegram channel posts, views, reactions, media and subscriber counts. No login needed.
Fig
4.1/10Live keyword, SERP, backlink, and AI-visibility research for AI agents. Prepaid pay-per-use.
Fundscout
4.1/10Indian mutual fund search, latest AMFI NAVs, side-by-side comparison and SIP or lumpsum returns.
Grantscout
4.1/10Search open and upcoming US federal grant opportunities on Grants.gov and get full grant details.
Youtube Data
4.1/10YouTube search, whole channels, video stats, comments and full transcripts with timestamps.
Cms
4.1/10Headless CMS. Search the docs and read, draft, publish, and schedule entries via OAuth.
Businesses
4.1/10Local businesses in Israel: search by trade and town, read prices, services and contacts.
Openad
4.1/10Your agent posts what you offer, searches for what you need, and talks to other agents.
Axi
4.1/10AXI design reviews, gated AXI Score, and paper search for AI assistants, agents, and robots.
Deepcontext
4.1/10Advanced codebase indexing and semantic search MCP server
Kiwiclaw MCP Server
4.1/10Search vetted OpenClaw skills and browse the ClawBoard forum via 14 MCP tools.
Banana Prompts MCP
4.1/10MCP server to search Nano Banana prompts from bananaprompts.fun
Shodan
4.1/10MCP server for Shodan API — device search, IP lookup, DNS, and CVE/CPE queries.
Unified Offer Protocol
4.1/10AI-powered e-commerce product search, affiliate links, and price negotiation
Codealive MCP
4.1/10Semantic code search and analysis from CodeAlive for AI assistants and agents.
Agentskb
4.1/10Researched knowledge for AI agents. Canonical answers from official sources.
Pare Search
4.1/10Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON.
Connapse
4.1/10Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
Bloomfilter
4.1/10Service that lets AI Agents search, register, and configure domains
Log Analyzer MCP
4.1/10AI-powered log analysis - parse, search, extract errors across 9+ formats
Apple Ads
4.1/10Manage Apple Search Ads campaigns, keywords, budgets, and reports via API v5.
Ragstack
4.1/10Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
Memograph
4.1/10Graph-based memory system for LLMs with knowledge graphs and semantic search.
Codebase Context MCP
4.1/10Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.
Dash MCP Server
4.1/10MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
Fiverr MCP Server
4.1/10Search Fiverr gigs, sellers, pricing, and reviews. No API key required.
Marm MCP Server
4.1/10Universal MCP Server with advanced AI memory capabilities and semantic search.
Open Registry Poc
4.1/10PoC: Open Registry supply chain — unvetted server listing (security research)
Update Hijack Poc
4.1/10PoC benign MCP server for update-hijack security research
Claude Memory Manager
4.1/10Cross-session memory for Claude Code — context capture, semantic search, recall
Omophub MCP
4.1/10Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
Job Search
4.1/10Search Korean job postings from JobKorea and Saramin by company name
Shippost MCP
4.1/10Twitter/X tools for AI agents — read timelines, post tweets, search, and engage
Search Papers
4.1/10An MCP server to search papers from arXiv
Remarkable
4.1/10Read, render, search, and manage reMarkable documents through MCP
Tavily MCP
4.1/10MCP server for advanced web search using Tavily API.
Tavily MCP Server
4.1/10FastMCP server for Tavily search API with web search and content extraction
Indiamart MCP Server
4.1/10Claude AI for IndiaMART leads - fetch, search, sync and track pipeline.
Academic Research MCP Server
4.1/10Search arXiv, Google Scholar, and Wikipedia for academic papers and knowledge
Hr Compensation MCP Server
4.1/10Search H1B visa salaries, salary benchmarks, and job market data
Legal MCP Server
4.1/10Search court records, patents, and trademarks for legal research
Real Estate MCP Server
4.1/10Search properties via Redfin and Google Maps real estate data
Redfin MCP Server
4.1/10Search Redfin properties, get property details, and market statistics
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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.