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.
Discord MCP
4.1/10A lightweight, multi-guild Discord MCP server with 95+ tools
Ifc MCP
4.1/10Local IFC/BIM MCP server with IfcOpenShell Python in Pyodide and an IFC viewer.
Weather
4.1/10An MCP server for weather information.
Extracto MCP
4.1/10Turn any URL plus a schema into validated, typed JSON via the Extracto API.
Codexa
4.1/10Codex-native codebase intelligence context compiler and query-only MCP server.
Coach MCP
4.1/10Adaptive AI training coach MCP server backed by Garmin Connect
Muapi
4.1/10Generate images, videos, and audio using 100+ AI models via muapi.ai.
Kaggle MCP
4.1/10MCP server for the Kaggle API: competitions, datasets, kernels, and models.
Figma MCP Express
4.1/10Compact Figma MCP with validated batch ops through a local plugin bridge.
MCP State Sidecar
4.1/10MCP State Sidecar: durable state persistence for multi-agent AI workflows
Transistor MCP
4.1/10Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks.
Totem
4.1/10Totem — talk to your wearables with AI. Today: full Whoop access (48 tools).
Dsa Tracker MCP Server
4.1/10Track DSA/LeetCode practice with spaced repetition, ships with NeetCode 150.
Outlook Snds
4.1/10Outlook.com SNDS IP Data and IP Status reports via the OAuth-secured REST API.
Imaging MCP Server
4.1/10MCP server exposing CAST Imaging software architecture insights to AI agents
Document Converter
4.1/10Convert documents to Markdown using MarkItDown
Podman
4.1/10MCP server for Podman container management via the Podman REST API
Gpt Image 2 Polza MCP Server
4.1/10GPT Image 2 MCP server backed by Polza media and storage APIs.
Office Oxide MCP
4.1/10Rust-native MCP server for Office document processing
Notmd
4.1/10MCP server for HTML generation from AI agents
Gecko MCP
4.1/10Control Firefox browsers (Floorp, LibreWolf, Zen, Firefox) from any MCP client.
Js Reverse MCP
4.1/10MCP server for JavaScript reverse engineering and browser debugging.
Git Archaeologist
4.1/10Trace code history, commit reasoning, and PR context directly from Git logs.
Govee MCP
4.1/10LAN-first, cloud-fallback MCP server for Govee smart lights and devices.
MCP Sparql
4.1/10MCP server exposing SPARQL query functionalities for LLMs
MCP Server Polarion
4.1/10MCP server for Polarion ALM — read and write documents and work items
Docauto MCP
4.1/10Model Context Protocol server for the DocAuto document-generation API.
Aidress
4.1/10Verify, discover, and rate AI agents before transacting.
Pbirb MCP
4.1/10MCP server for editing Power BI Report Builder paginated reports (RDL)
Golden Dataset MCP
4.1/10Version-controlled golden datasets and RAG evaluation, no API key needed.
MCP Sendgrid
4.1/10MCP server for SendGrid — global transactional + marketing email (Twilio-owned)
Md Vision
4.1/10Read markdown with inlined images and index headings for agentic RAG workflows.
Polymarket MCP
4.1/10Read-only Polymarket prediction market data for AI agents.
Backgen
4.1/10Generate Express.js backend projects with ORMs, auth, payments, and DevOps
Edgarmcp
4.1/10Clean, normalized SEC EDGAR / FRED / ETF / index data for AI agents.
Cairn MCP
4.1/10Log Claude Code work sessions, file edits, and tasks to your Cairn account.
Pmb Ai
4.1/10Local-first persistent memory for AI coding agents.
Agent Security Lens
4.1/10MCP security trust-check for agents before installing MCPs, Skills or tools.
Clipgrab
4.1/10Save the system clipboard image to a PNG or JPG file for AI agents.
Routara MCP
4.1/10OpenAI-compatible LLM, image and video APIs via Routara (api.routara.ai).
Network Aiops
4.1/10Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.
Jsreverser MCP
4.1/10MCP server for JavaScript reverse engineering and browser debugging.
MCP Server
4.1/10MCP auth middleware: gate tool calls so only authorized agents can act.
Sdk
4.1/10TypeScript SDK for mutual ZKP authentication between humans and AI agents.
Shield
4.1/10Stdio MCP auth proxy: wrap any MCP server with per-tool permission enforcement.
MCP Nano Banana
4.1/10MCP server for Google Nano Banana (Gemini) image generation
Sorsa MCP
4.1/10MCP server for the Sorsa.io X/Twitter data API
Apiany MCP
4.1/10APIAny MCP server for model discovery, pricing, docs, and integration examples.
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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.