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
4.5/10Create, upload, and manage contracts from AI assistants. AI analysis and e-signatures.
Prism Scanner
4.5/10Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.
Omnigit MCP
4.5/10Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.
Zulipchat
4.5/10ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics
Observe Instrument MCP
4.5/10Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.
Agentpay
4.5/10AI Agent payment protocol on CKB Fiber Network. Zero-gas micropayments with Hold Invoice escrow.
MCP Context Server
4.5/10An MCP server that provides persistent multimodal context storage for LLM agents.
Frontend Design Loop MCP
4.5/10Design-first MCP for coding agents that improves websites with screenshot-grounded iteration.
Artefact Revenue Intelligence
4.5/10Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health. HubSpot.
Cloudscope
4.5/10Azure cost management MCP server: spending, forecasts, anomalies, budgets, idle resources, tags.
Docker MCP
4.5/10MCP server for managing Docker containers, images, networks, volumes, and registries
Npm MCP
4.5/10MCP server for npm package management, security analysis, and compatibility checking
Photoshop MCP
4.5/10MCP server for Adobe Photoshop automation - control Photoshop from AI assistants
Rug Munch MCP
4.5/10Crypto risk intelligence: 19 tools for rug pull detection, AI forensics, and token analysis.
MCP Listen
4.5/10Give your AI agents the ability to listen. Microphone capture and speech-to-text.
Vulnicheck
4.5/10HTTP MCP Server for comprehensive Python vulnerability scanning and security analysis.
Toon Parse MCP
4.5/10MCP server that reduces LLM context by removing code comments and converting data formats to TOON
MCP Memento
4.5/10An MCP server that provides persistent memory and context management across sessions
Mac Use MCP
4.5/10Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS 13+.
Leapfrog
4.5/10Multi-session browser MCP — 15 parallel isolated browsers, 37 tools, stealth, self-improvement.
Pm Analyse
4.5/10AI-powered project analysis with risk identification, forecasting, and mitigation generation
Pm Data
4.5/10Parse and convert project data from 8 formats (MSPDI, P6 XER, NISTA, Jira, Monday, etc.)
Pm Validate
4.5/10Validate project data against NISTA standards, scheduling best practices, and custom rules
MCP Server
4.5/10MCP server for Anymail Finder API - find and verify email addresses via AI assistants
Anytype MCP
4.5/10Official MCP server for Anytype API - your encrypted, local and collaborative wiki.
Wemo
4.5/10Control WeMo smart home devices - discover, toggle, adjust brightness, and manage HomeKit codes
MCP Kit
4.5/10MCP server for Kit.com (ConvertKit) - manage subscribers, tags, sequences, broadcasts
MCP Pickaxe
4.5/10MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and analytics
Swotpal MCP Server
4.5/10MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Windsurf)
Archetypal Ai
4.5/10Persistent memory for AI agents. recall, remember, checkpoint — soul preservation.
Aaa MCP
4.5/10Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.
Arifos MCP
4.5/10Constitutional AI governance server with 5-organ Trinity and enforced floors F1-F13.
Nakkas
4.5/10MCP server that turns AI into an SVG artist. One rendering engine, AI decides everything.
Zmanim MCP Server
4.5/10MCP server providing Jewish prayer times (zmanim) calculations for any location worldwide.
Nativ
4.5/10AI-powered localization — translate, manage translation memory, and access style guides.
Scb Opendata MCP
4.5/10Statistics Sweden’s open data made available as an MCP server, using Python and FastMCP
Agent Never Give Up
4.5/10An escape guide for coding agents, providing structured thinking tools to help agents unstick.
Music Theory MCP
4.5/10Scales, chords, progressions, key detection, and genre intelligence for your AI. No API keys needed.
Gossipcat
4.5/10Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning
Depwire
4.5/10Dependency graph + 16 MCP tools for AI coding assistants. Impact analysis, What If simulation.
Augments MCP Server
4.5/10Augments MCP Server - A comprehensive framework documentation provider for Claude Code
Wopee MCP
4.5/10AI testing agents for web apps — dispatch test runs, crawls, fetch artifacts and status.
Path402
4.5/10AI agents discover, acquire, and re-serve tokenised web content via the $402 protocol
Atlassian Dc MCP Bitbucket
4.5/10MCP server for Atlassian Bitbucket Data Center - interact with repositories and code
Perspectives
4.5/10Query GPT 5.2, Claude Opus 4.5, Gemini 3, Grok 4.1 simultaneously for AI perspectives
Camoufox MCP
4.5/10Anti-detection browser automation with Camoufox - stealth Firefox for web scraping
Langchain MCP
4.5/10LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)
Crosstabs
4.5/10Statistical crosstab analysis: chi-square, Fisher's exact, odds ratio, effect sizes
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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.