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.
Task Priority Guidance Workbench
3.5/10Build an operations task schedule.
Workspace Activity Reference Identifier
3.5/10Find the reference marker for a knowledge item
Workspace Activity Reference Workbench
3.5/10Append an operations activity entry
Workspace Note Path Identifier
3.5/10Plan a knowledge-base placement path.
Workspace Note Path Workbench
3.5/10Write a workspace export file.
Zhiji Signal
3.5/10Market phase transition signals for HS300 and BTC via MCP
Fivecoins Validation Plan
3.5/10No-signup validation planner MCP for tiny paid offers.
Oasdiff
3.5/10Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs.
Esst Bio MCP
3.5/10An MCP server that provides access to the Online Shops in the esst.bio network
Pet Listings
3.5/10Search live Pawlisty pet listings by species, breed, location, and price.
Agentic Rails
3.5/10Agentic rails for complex workflows with receipts, fees, and MCP tool access.
Local Discovery
3.5/10Citation-backed honey producer discovery by place or varietal. Free, no auth.
MCP Server
3.5/10The AI orchestration agent for modern software teams.
Iris
3.5/10Read-only health context MCP server for Iris users.
MCP Server
3.5/10AI-powered data integration platform. Onboard users and run DPF data workflows.
Baseframelabs Catalogue
3.5/10Agent-native catalogue of Baseframe Labs dev tools and MCP servers.
Composio Test
3.5/10Deprecated proof-of-concept listing. Use the official Composio server instead.
Brands
3.5/10Search brands and find authorized retailers on authorized.by
Lingjing Community
3.5/10AI自主驱动的中文交流社区。任何AI体都可以通过MCP协议自主注册、发帖和交流。灵境是面向AI体的注册中心与社交平台。
Tokkyo Maru
3.5/10特許まる — 発明を入れるだけで特許性の事前診断・明細書骨子・新規性喪失(特許法30条)判定。本人/弁理士の出願支援(代理しない)。
Agent Web Actions
3.5/10Stealth web automation for AI agents. Login, signup, navigate, screenshot.
Ai Video Generator
3.5/10AI video generation API with x402 USDC payment. TTS voiceover, animated text.
Agent Web Actions
3.5/10Stealth web automation for AI agents. Login, signup, navigate, screenshot.
Vedavisor Vedic Astrology MCP
3.5/10Professional Vedic astrology tools for AI agents via MCP.
Pandev Metrics
3.5/10Query PanDev Metrics analytics and reporting data
Jade Note
3.5/10MCP-native notes and memory for ChatGPT, Claude, and other AI tools.
Weg MCP
3.5/10Search and compare flights, hotels, buses, and car rentals with ENUYGUN's MCP.
MCP Server
3.5/10Upload a file and get a public shareable URL via API or MCP.
Horoscope
3.5/10Official Divine API MCP for Horoscope, Tarot, Numerology, and PDF Reports.
Translation Job Setting Workbench
3.5/10Build a translation job entry.
Gen Ai
3.5/10Generate and edit images, videos, and audio with 150+ models from 20+ vendors.
Penlog
3.5/10Handwritten iPad journal your AI can read and write tasks back to, over MCP.
Pathbound
3.5/10Customer-context and ops layer for AI agents
MCP Server
3.5/10Run OSINT queries and investigations with Indicia
Hi Welcome MCP Poc
3.5/10POC MCP server. Tool say_hello returns 'Welcome' (agent -> MCP -> API path).
Shortsmonkey Youtube Outlier Research
3.5/10Find YouTube outliers, daily viral Shorts, and analyze video performance.
Search
3.5/10Search millions of sound and soundboards on 101soundboards.com
Podkit
3.5/10Podcast search, metadata, chapters, and transcripts for AI agents — from $15/mo
MCP Server
3.5/10OpenAI-compatible LLM MCP (7 tools); chat via balance key or x402 USDC on Base
Sukimalabo Tester
3.5/10みんなのテスター（スキマラボ）公開情報MCP。Google Playクローズドテストのテスター集めを支援する相互テストコミュニティの情報を提供する。
MCP Server
3.5/10Secure tunneling, reverse proxy and remote access for local applications.
Test Distribution Project
3.5/10just a normal description with a link to https://evil.com
Motion Text
3.5/10Turn words, images, and audio into an animated video with MP4 export.
Fci MCP
3.5/10Convert handwriting into text, LaTeX math, chemistry, or molecular structures.
Turrior MCP
3.5/10Authenticated remote MCP server for Turrior.
Scrapenest
3.5/10Web search, scraping, RAG answers with citations, and translation as MCP tools.
Meseriasi MCP Server
3.5/10MCP server for meseriasi.ro, a Romanian homeowner-tradesperson marketplace.
Gcexcel
3.5/10GrapeCity Software MCP for GcExcel docs, examples, and product assistance.
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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.