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 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
Mediawiki
4.1/10Secure MCP server for MediaWiki wikis — search, pages, categories, and more
Request Tracker
4.1/10Secure MCP server for Request Tracker (RT) ticket management
Slack
4.1/10Secure read-only MCP server for Slack workspaces
Wordpress
4.1/10Secure MCP server for WordPress content management
Workboard
4.1/10Secure MCP server for WorkBoard OKR and strategy execution platform
Imessage Max
4.1/10AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
MCP Scaleway Functions
4.1/10Unofficial MCP Server for Scaleway Serverless Functions
Cyntrisec
4.1/10Historical AWS analysis CLI; not a current Cyntrisec product.
Gsearch
4.1/10Free Google Search with inline citations for any MCP-compatible AI tool.
MCP Capstone
4.1/10MCP server exposing Capstone 5.0.7 disassembly framework
MCP Cryptography
4.1/10MCP server exposing cryptography library functionality
MCP Delonghi Ecam
4.1/10MCP server for DeLonghi ECAM espresso coffee machines via local network
MCP Ecdsa
4.1/10MCP server for ECDSA cryptography
MCP Epochs
4.1/10MCP tool that provides current Unix timestamp
MCP Exa
4.1/10MCP server exposing Exa websearch API
MCP External Memory
4.1/10An MCP server that gives LLMs persistent, searchable semantic memory
MCP Hashlib
4.1/10An MCP server that exposes hashlib functionality
MCP Homeassistant
4.1/10MCP server exposing Home Assistant REST API functionality
MCP Kicad
4.1/10MCP server exposing KiCad PCB Editor functionality via IPC API
MCP Llm Gateway
4.1/10MCP-compatible LLM gateway that proxies completion requests.
MCP Mdns
4.1/10MCP server for mDNS (Multicast DNS) service discovery
MCP Metar
4.1/10MCP server for METAR/TAF aviation weather data
MCP Mysql Connector
4.1/10MCP server exposing MySQL database functionalities as tools
MCP Number Theory
4.1/10MCP server exposing number theory functions and factorization algorithms
MCP Numpy
4.1/10An MCP server that exposes NumPy functionality
MCP Oeis
4.1/10MCP server for the OEIS (Online Encyclopedia of Integer Sequences) API
MCP Parigp
4.1/10MCP server exposing cypari2 (PARI/GP) number theory library
MCP Pcapy Ng
4.1/10MCP server exposing pcapy-ng packet capture functionality
MCP Psycopg2
4.1/10MCP server exposing psycopg2 PostgreSQL database adapter functionality
MCP Pwntools
4.1/10MCP server exposing pwntools 4.15.0 functionality for binary exploitation
MCP Pymetasploit3
4.1/10MCP server for Metasploit Framework via pymetasploit3
MCP Pyright
4.1/10MCP server that exposes Pyright language server functionality
MCP Python Bitcoinlib
4.1/10An MCP server that exposes the python-bitcoinlib API
MCP Qiskit
4.1/10MCP server exposing Qiskit 2.3.1 quantum computing functionality
MCP Recon Ng
4.1/10MCP server exposing full recon-ng OSINT framework functionality
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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.