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.
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
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
Mosta Net
4.5/101 MCP server, 13 databases, zero config. Multi-protocol transport with Auth + RBAC.
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.
Fastbcp MCP
4.5/10MCP server for FastBCP — high-performance parallel database export to files and cloud
Fasttransfer MCP
4.5/10MCP server for FastTransfer — high-performance parallel data transfer between databases
Lakexpress MCP
4.5/10MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet
Migratorxpress MCP
4.5/10MCP server for MigratorXpress — cross-platform database migration with parallel transfer
Aifp
4.5/10Database-driven FP enforcement and project management for AI-maintained codebases
Propstack MCP
4.5/10Connect AI assistants to your Propstack real estate CRM (contacts, properties, deals).
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
Fastmcp Sqltools
4.5/10A MCP server provides SQL database access with support for PostgreSQL, MySQL, and SQLite.
Depwire
4.5/10Dependency graph + 24 MCP tools. Impact analysis, simulation, security, agent coordination
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)
Bamwor MCP Server
4.5/10World geographic data for AI agents: 261 countries, 5.2M cities, rankings, and 9 indexes.
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.
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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.