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.
Codebase Context MCP
4.1/10Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.
Fastmcp Trello
4.1/10Manage Trello boards, lists, and cards from any MCP-compatible AI assistant
Gemini Image
4.1/10Google Gemini image generation, editing, and local processing via MCP
Accuweather MCP
4.1/10MCP server providing weather tools with data sourced from AccuWeather.
Labmate MCP
4.1/1081 chemistry tools — literature, calculations, retrosynthesis
Scrcpy MCP
4.1/10MCP server for Android device control via ADB and scrcpy
Roblox Studio MCP
4.1/10Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
Gongio MCP
4.1/10MCP server for Gong.io - access calls, transcripts, and users
Linkinator MCP
4.1/10MCP server for link checking using linkinator
Pylon MCP
4.1/10MCP server for Pylon customer support platform
Dash MCP Server
4.1/10MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
Time MCP
4.1/10Simple MCP server that tells the time
Sundr MCP
4.1/10Repair or replace? Get device repair costs, local shops, trade-in values.
Twig
4.1/10MCP server quality scoring and optimization for the agent economy.
Homeassistant Light MCP
4.1/10Control Home Assistant lights and scenes. Lights only by design for safety.
Krystalview
4.1/10AI agent access to website analytics, session replay, and anomaly detection.
Amazon Ads MCP
4.1/10Amazon Ads API MCP server for Amazon Advertising API
Fiverr MCP Server
4.1/10Search Fiverr gigs, sellers, pricing, and reviews. No API key required.
MCP Dashboards
4.1/1045+ interactive charts, dashboards, and KPIs inside any AI conversation
Patreon MCP Server
4.1/10Access your Patreon creator data - campaigns, patrons, tiers, and posts.
Leximo Ai Call Assistant MCP Server
4.1/10Schedule AI phone calls, manage assignments, and check credits from Claude.
Atest MCP Server
4.1/10Auto-download & launch https://github.com/LinuxSuRen/atest-mcp-server
Picocalc MCP
4.1/10AI assistant access to PicoCalc MicroPython hardware over USB.
Marm MCP Server
4.1/10Universal MCP Server with advanced AI memory capabilities and semantic search.
Silpo MCP
4.1/10MCP server for Silpo online supermarket: products, cart, delivery, recipes.
MCP Plots
4.1/10MCP server for data visualization with Mermaid charts.
Plots MCP
4.1/10MCP server for data visualization with Mermaid charts.
Content Genie
4.1/10AI Content Creation Assistant for Korean creators - Trend analysis & SEO
Test Genie
4.1/10AI-powered app test automation for iOS, Android, Flutter, React Native, Web
Vibe Coding
4.1/10Auto-document vibe coding sessions - collect, summarize, and publish
Figma React
4.1/10An MCP server that converts Figma designs into React code.
Memorylens MCP
4.1/10MCP server for .NET memory profiling with JetBrains dotMemory integration
Crypto Signals MCP
4.1/10Real-time crypto volume anomaly detection across 50+ tokens for whale signals
Voteship
4.1/10Manage feature requests, votes, roadmaps, and changelogs from any MCP client.
Smartmemory
4.1/10Neuro-symbolic memory for LLMs (POC)
Glue Code Generator
4.1/10Maps API JSON to Vue/React components with Zod schemas and live UI previews
Memori MCP
4.1/10Memori MCP server — persistent AI memory with recall and augmentation tools
Praisonai
4.1/10AI Agents Framework with Self Reflection and MCP support
Flipcoin
4.1/10Agent-first prediction markets on Base. Trade, quote, create markets via MCP.
Nandi Proxmox MCP
4.1/10MCP server for Proxmox VE management (VM, LXC, nodes)
Open Registry Poc
4.1/10PoC: Open Registry supply chain — unvetted server listing (security research)
Update Hijack Demo
4.1/10Demo: Server update hijack PoC (clean copy for video)
Update Hijack Poc
4.1/10PoC benign MCP server for update-hijack security research
Mftool MCP
4.1/10MCP Server for publicly available Indian Mutual Funds data
Devops MCP
4.1/10An MCP server that provides DevOps and DevSecOps context for the project
Agent Droid Bridge
4.1/10MCP server giving AI agents eyes and hands inside Android devices via ADB
Nordic Energy Oracle
4.1/10Nordic energy price intelligence for Norway's 5 bidding zones (NO1-NO5).
Normi
4.1/10French real estate data API (DVF) — 17M+ geocoded transactions since 2014.
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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.