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.
Seedflip
4.1/10100+ curated design systems for AI coding agents. Design taste, not guesswork.
Baozi MCP
4.1/1068 tools for AI agents to interact with Solana prediction markets on Baozi.bet
Memwright
4.1/10Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
Neuro
4.1/10Neuroscience MCP server (Python)
MCP Server Browserbase
4.1/10MCP server for AI web browser automation using Browserbase and Stagehand
MCP Server
4.1/10BrowserStack's Official MCP Server
Agrobr
4.1/10Brazilian agricultural data for LLMs — prices, crops, climate, deforestation.
Hypokrates
4.1/10Pharmacovigilance hypothesis generation from 15 public drug safety databases
Kicad MCP Server
4.1/10MCP server for AI-assisted PCB design with KiCad 9.x
Video Editing MCP
4.1/10MCP Server for Video Jungle - Analyze, Search, Generate, and Edit Videos
Weather
4.1/10An MCP server for weather information.
MCP Server Browser
4.1/10MCP server for browser use access
MCP Server Commands
4.1/10An MCP server to run arbitrary commands
MCP Server Filesystem
4.1/10MCP server for filesystem access
MCP Server Search
4.1/10MCP server for web search operations
Messages
4.1/10Fuzzy search and browse Apple Messages/iMessage from CLI or MCP server
Arkova Verification
4.1/10Privacy-first document verification anchored to the public ledger.
Cashfree MCP
4.1/10Cashfree MCP server for cashfree docs and APIs
Fabrx
4.1/10MCP server for Fabrx - Build APIs from documents in your IDE
Remembrallmcp
4.1/10Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
Statecli
4.1/10State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.
Memory MCP
4.1/10情景+实体记忆 MCP 服务，为 Claude Code 提供持久化记忆能力
Browser
4.1/10MCP server for loading authenticated web pages using Chrome DevTools Protocol
Bernstein
4.1/10Declarative agent orchestration for engineering teams
Originselect MCP Server
4.1/10Search ethical, origin-verified products and brands by country of origin
Agenium MCP Server
4.1/10Bridge MCP servers to the AGENIUM agent:// network via DNS discovery
Expenselm MCP Server
4.1/10An MCP server that provides access to your expense data on ExpenseLM.
Aegis MCP
4.1/10Runtime governance enforcement for AI agents. Zero token overhead.
Avrotize
4.1/10Schema conversion and schema-driven code generation MCP server.
Nephyr Backtest
4.1/10Prediction market strategy backtesting with real on-chain Polymarket data
Nephyr Wallets
4.1/10Smart money tracking — discover, score, and analyze top Polymarket wallets
Code Analyze MCP
4.1/10MCP server for code structure analysis using tree-sitter.
Excalidraw MCP
4.1/10Model Context Protocol server for Excalidraw diagrams.
MCP Ethical Hacking
4.1/10An MCP server that provides LinkedIn & Reddit data
Katzilla
4.1/10300+ free public & government data sources behind one API key, for AI agents.
MCP Mat
4.1/10Headless Eclipse MAT MCP server for Java heap dump analysis
Colabfit MCP
4.1/10An MCP server that provides access to the ColabFit database
Jobseek
4.1/10Search jobs, companies, and watchlists on Job Seek (jseek.co)
Snowfakery MCP
4.1/10MCP server for authoring, analyzing, debugging, and running Snowfakery recipes
MCP Server
4.1/10Enables AI agents to interact with ConfigCat, a feature flag service for teams.
Kubernetes MCP Server
4.1/10A Model Context Protocol (MCP) server for Kubernetes and OpenShift
Elasticsearch MCP Server
4.1/10MCP server for interacting with Elasticsearch
Validation
4.1/10AI startup idea validation by a specialized 9-agent crew.
Rails Ai Context
4.1/1038 MCP tools give AI agents live Rails schema, routes, models, and conventions.
Cloudflare
4.1/10Secure MCP server for Cloudflare DNS, Transform Rules, and Page Rules
Feed Reader
4.1/10RSS/Atom feed reader MCP server with SQLite backend
Gemini
4.1/10MCP server for Google Gemini AI - text, image, video, research, and more
Gitlab
4.1/10Secure MCP server for GitLab projects, merge requests, issues, and pipelines
Free · No spam
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.