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.
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
Fastmcp Sqltools
4.5/10A MCP server provides SQL database access with support for PostgreSQL, MySQL, and SQLite.
Depwire
4.5/10Dependency graph + 17 MCP tools for AI coding. Impact analysis, What If simulation, security scanner
Fusionpact Vectordb
4.5/10Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.
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
Crosstabs MCP
4.5/10Statistical crosstab analysis: chi-square, Fisher's exact, odds ratio, effect sizes
Conductor Graph MCP
4.5/10Exposes a CognOS agent system as a machine-readable graph. Full system snapshot with one tool call.
Token Compressor
4.5/10Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.
Basic Memory
4.5/10Local-first knowledge management with bi-directional LLM sync via Markdown files.
Codemap MCP
4.5/10Roslyn-powered MCP server for C#/VB.NET. Query symbols, call graphs, and facts. 90%+ token savings.
App Store Connect
4.5/10App Store Connect API as MCP: apps, TestFlight, subscriptions, localizations, reports. JWT auth.
Mcpwall
4.5/10iptables for MCP — blocks dangerous tool calls, scans for secrets, logs everything.
Docdex
4.5/10Fast per-repo documentation indexer and full-text search MCP server for codebases.
Refcheck
4.5/10Verify academic citations against real databases. Catches hallucinated references, exports BibTeX.
Octocode MCP
4.5/10AI code research platform. Search, analyze, and extract insights from any GitHub repository.
MCP Mapmyindia
4.5/10MCP server for India maps - place search, nearby discovery, & directions powered by the Mappls API.
Intercept MCP
4.5/10Give your AI the ability to read the web. Fetches URLs as clean markdown with multi-tier fallback.
Footballbin MCP Server
4.5/10AI match predictions for Premier League & Champions League - scores, goals, corners
Temporal Cortex MCP
4.5/1012 deterministic calendar tools — temporal context, scheduling, availability, and booking
MCP Superset
4.5/10Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security
Displaybuddy MCP
4.5/10MCP server for controlling Mac monitors via DisplayBuddy — adjust brightness and more.
Token Tool
4.5/10Deploy compliant ERC-20 tokens from any AI agent. 17 tools, 10 networks, CertiK-audited.
Psyxe MCP
4.5/10Apple Notes, Reminders, and Contacts for AI assistants. BERT semantic search. macOS.
Diffpilot
4.5/10MCP server for PR code review, commit messages, changelogs, and secret detection.
Conduit
4.5/10Headless browser with SHA-256 audit trails and Ed25519-signed proof bundles for AI agents.
Arxiv MCP Server
4.5/10Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
Parkour MCP
4.5/10A content exploration toolkit that helps LLMs surface high signal, unsummarized web content.
MCP server for Blip disposable email — create inboxes, receive emails, extract OTP codes
Blitz
4.5/10Give AI agents full control over iOS/macOS development via a native macOS app with 30+ MCP tools.
Kontra MCP
4.5/10The Tenth Man Protocol — structured contrarian analysis for decision-makers via MCP
Mongo Scout MCP
4.5/10Scout your MongoDB databases with AI - safety features, live monitoring, and data quality
Postgres Scout MCP
4.5/10Scout your PostgreSQL databases with AI - safety features, monitoring, and data quality
Apollo Proxy
4.5/1026 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayments.
Quarterback
4.5/10Strategic task prioritization and agent orchestration for multi-project operators
Multi-account IMAP/SMTP email server with 22 tools for reading, sending, searching, and organizing.
Neuro MCP
4.5/10Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Research
Konquest Meta Ads MCP
4.5/10Supervised Meta Ads operating system for Claude Code with 57 campaign management tools.
Brave Search MCP Server
4.5/10Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.
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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.