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.
Bankregpulse MCP Server
4.1/10Real-time banking regulatory intelligence from 100+ federal and state sources.
Rootvine MCP
4.1/10Cross-platform music and game resolution for AI agents across 15+ platforms.
Git MCP Server
4.1/10MCP server for GitLab and GitHub
Mup
4.1/10MCP server that turns HTML MUP panels into interactive UI tools for LLMs.
Logclaw MCP Server
4.1/10Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.
Spawnpay
4.1/10Crypto wallets, payments, and referral earnings for AI agents on Base L2
Optics MCP
4.1/10MCP Server for Optics Design System documentation and token usage.
Assay MCP Server
4.1/10Policy-enforcing MCP proxy with portable evidence output.
Pixelpanda MCP
4.1/1031 image tools: free local editing, AI background removal, and product photos
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
MCP Adguard Home
4.1/10Manage AdGuard Home through AI assistants
MCP Authentik
4.1/10Manage Authentik through AI assistants
MCP Komodo
4.1/10Manage Komodo through AI assistants
MCP Pve
4.1/10Manage Proxmox VE through AI assistants
MCP Nfse Nacional
4.1/10MCP Server para consulta de NFSe no portal nacional (nfse.gov.br)
Tavily MCP
4.1/10MCP server for advanced web search using Tavily API.
MCP Server Tempmail
4.1/10MCP server for temporary email management using ChatTempMail API
Latex MCP
4.1/10Enable AI agents to compile TeX files with LaTeX inside a Docker container.
Stata MCP
4.1/10Let LLM help you achieve your regression analysis with Stata
Shuck File
4.1/10Any file in, Markdown out — read only what matters.
Glp1Search
4.1/10GLP-1 provider directory, peptide database, and medication comparison tools.
MCP Server
4.1/10MCP Server for Snowflake from Snowflake Labs
Dyer Md
4.1/10Access your dyer.md Markdown vault as a knowledge source for AI agents.
Weather
4.1/10MCP weather server for Windows tutorial
Lsp MCP Rs
4.1/10Universal MCP bridge to LSP servers. One binary, 6 languages, config-driven.
Shelbymcp
4.1/10Knowledge-graph memory server for AI tools via MCP
Oracle Link
4.1/10Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP
Awx MCP Server
4.1/10Control AWX/Ansible Tower through natural language - 49 tools for automation
MCP Server
4.1/10MCP server for SwapAPI - get executable token swap calldata for EVM chains
Tavily MCP Server
4.1/10FastMCP server for Tavily search API with web search and content extraction
MCP Server
4.1/10Symbiotic CLI MCP Server for security scanning and analysis
Tixxly
4.1/10Tixxly MCP server — connect AI agents to tours, experiences, and activities
Indiamart MCP Server
4.1/10Claude AI for IndiaMART leads - fetch, search, sync and track pipeline.
Otp Ojp
4.1/10Validate, introspect, and parse talent profiles (OTP) and job postings (OJP)
Sql Server MCP
4.1/10SQL Server MCP with RAG capabilities for Windows (native ODBC support)
Sql Server MCP Macos
4.1/10SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)
Nory MCP Server
4.1/10Give any AI agent instant payment capabilities via x402 protocol on Solana
Nory X402
4.1/10Give any AI agent instant payment capabilities via x402 protocol on Solana
Academic Research MCP Server
4.1/10Search arXiv, Google Scholar, and Wikipedia for academic papers and knowledge
Finance MCP Server
4.1/10Get stock data, screen stocks, track crypto prices, and monitor exchange rates
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
News MCP Server
4.1/10Get latest news from AP, BBC, NPR, Hacker News, and Google News
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
Sports Scores MCP Server
4.1/10Get live NBA, NFL, and NHL scores and game data
Winsight
4.1/10Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.
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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.