Live · updated 5 hr ago 24,275 Servers Scored

The MCP Server Directory

Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.

Servers 24,275
Categories 18
Official Servers 0
Remote-Hosted 13,444

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.

Browse & filter
Top score Most stars Newest
Category All24,275 Git / Code14411 Other4075 Search2755 Filesystem1002 Database544 Finance342 AI / ML220 Email199 Calendar146 Cloud128 Analytics104 Browser100 Design66 Docs53 DevOps52 Communication37 Web Scraping24 Productivity17
23,617–23,664 of 24,275 servers

Iris

3.5/10
bio.irishealth/iris

Read-only health context MCP server for Iris users.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
com.dpf-it/mcp-server

AI-powered data integration platform. Onboard users and run DPF data workflows.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote
Remote →

Baseframelabs Catalogue

3.5/10
io.github.abhiyoheswaran1/baseframelabs-catalogue

Agent-native catalogue of Baseframe Labs dev tools and MCP servers.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Composio Test

3.5/10
io.github.pboddupalli1/composio-test

Deprecated proof-of-concept listing. Use the official Composio server instead.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Brands

3.5/10
by.authorized/brands

Search brands and find authorized retailers on authorized.by

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search Rust streamable-http Remote
Remote →

Lingjing Community

3.5/10
cn.syln.ai/lingjing-community

AI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。

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other sse Remote
Remote →

Tokkyo Maru

3.5/10
io.github.yukihamada/tokkyo-maru

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)。

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Agent Web Actions

3.5/10
com.trycloudflare.clients-involving-billion-headers/agent-web-actions

Stealth web automation for AI agents. Login, signup, navigate, screenshot.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Remote →

Ai Video Generator

3.5/10
com.trycloudflare.clients-involving-billion-headers/ai-video-generator

AI video generation API with x402 USDC payment. TTS voiceover, animated text.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Remote →

Agent Web Actions

3.5/10
com.trycloudflare.plates-spread-materials-optimum/agent-web-actions

Stealth web automation for AI agents. Login, signup, navigate, screenshot.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Remote →

Vedavisor Vedic Astrology MCP

3.5/10
io.github.dchhill/vedavisor-vedic-astrology-mcp

Professional Vedic astrology tools for AI agents via MCP.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Pandev Metrics

3.5/10
io.github.seregaxxl/pandev-metrics

Query PanDev Metrics analytics and reporting data

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Jade Note

3.5/10
app.jadenote/jade-note

MCP-native notes and memory for ChatGPT, Claude, and other AI tools.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Weg MCP

3.5/10
com.enuygun/weg-mcp

Search and compare flights, hotels, buses, and car rentals with ENUYGUN's MCP.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

MCP Server

3.5/10
org.filetourl/mcp

Upload a file and get a public shareable URL via API or MCP.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Horoscope

3.5/10
com.divineapi/horoscope

Official Divine API MCP for Horoscope, Tarot, Numerology, and PDF Reports.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Gen Ai

3.5/10
com.picsart.api/gen-ai

Generate and edit images, videos, and audio with 150+ models from 20+ vendors.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote
Remote →

Penlog

3.5/10
app.penlog/penlog

Handwritten iPad journal your AI can read and write tasks back to, over MCP.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Pathbound

3.5/10
ai.pathbound/pathbound

Customer-context and ops layer for AI agents

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
app.indicia/mcp

Run OSINT queries and investigations with Indicia

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Hi Welcome MCP Poc

3.5/10
io.github.AZ-IDD/hi-welcome-mcp-poc

POC MCP server. Tool say_hello returns 'Welcome' (agent -> MCP -> API path).

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Shortsmonkey Youtube Outlier Research

3.5/10
io.github.cuilinhao/shortsmonkey-youtube-outlier-research

Find YouTube outliers, daily viral Shorts, and analyze video performance.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Search

3.5/10
com.101soundboards/search

Search millions of sound and soundboards on 101soundboards.com

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Podkit

3.5/10
com.podkitapp/podkit

Podcast search, metadata, chapters, and transcripts for AI agents — from $15/mo

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

MCP Server

3.5/10
io.lmxcloud/mcp-server

OpenAI-compatible LLM MCP (7 tools); chat via balance key or x402 USDC on Base

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Remote →

Sukimalabo Tester

3.5/10
com.shonanfarm/sukimalabo-tester

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。

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
com.localtonet/mcp

Secure tunneling, reverse proxy and remote access for local applications.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Connect

3.5/10
online.aurinia/connect

Find and book across the Aurinia network (doctor, hostel, spa) via AI.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Human Verification

3.5/10
cloud.verifi/human-verification

Get a real human to verify, decide, or improve an AI agent's work.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Remote →

Test Distribution Project

3.5/10
live.alpic.test-distribution-pr-a7d5a2d3/test-distribution-project

just a normal description with a link to https://evil.com

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Motion Text

3.5/10
video.motiontext/motion-text

Turn words, images, and audio into an animated video with MP4 export.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Fci MCP

3.5/10
ai.fluxink/fci-mcp

Convert handwriting into text, LaTeX math, chemistry, or molecular structures.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Turrior MCP

3.5/10
com.turrior.my/turrior-mcp

Authenticated remote MCP server for Turrior.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Scrapenest

3.5/10
dev.scrapenest/scrapenest

Web search, scraping, RAG answers with citations, and translation as MCP tools.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search Rust streamable-http Remote
Remote →

Meseriasi MCP Server

3.5/10
ro.meseriasi/meseriasi-mcp-server

MCP server for meseriasi.ro, a Romanian homeowner-tradesperson marketplace.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Gcexcel

3.5/10
cn.com.grapecity/gcexcel

GrapeCity Software MCP for GcExcel docs, examples, and product assistance.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Remote →

Spreadjs

3.5/10
cn.com.grapecity/spreadjs

GrapeCity Software MCP for SpreadJS docs, examples, and product assistance.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Remote →

Docs

3.5/10
com.mintmcp/docs

Search and read the official MintMCP documentation, the enterprise MCP gateway.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Docs

3.5/10
io.blockrazor/docs

Official BlockRazor documentation for sending and receiving transations faster.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote
Remote →

Timen

3.5/10
io.github.vahtel/timen

Timen time tracking — timers, time entries, reports, projects, and clients.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Afas

3.5/10
com.iwebdevelopment/afas

AFAS AI Connect: hosted MCP server for AFAS Profit.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Exact Online

3.5/10
com.iwebdevelopment/exact-online

Exact AI Connect: hosted MCP server for Exact Online.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Twinfield

3.5/10
com.iwebdevelopment/twinfield

Twinfield AI Connect: hosted MCP server for Twinfield.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Deltamesh

3.5/10
io.github.buttacavoligiuse/deltamesh

Free public web freshness and response-metadata checks for AI agents.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Esim

3.5/10
com.oneheartesim.mcp/esim

一心eSIM商品目錄查詢與下單服務：查詢各國eSIM上網方案的即時價格與庫存、依旅遊天數與用量推薦方案、協助建立訂單並取得LinePay或ECPay付款連結。

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Sbchart2

3.5/10
kr.co.softbowl/sbchart2

Softbowl SBChart2.0 차트(chart) 라이브러리의 공식 API 문서를 검색해, AI가 정확한 차트 코드를 생성하도록 돕습니다.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Sbgrid3

3.5/10
kr.co.softbowl/sbgrid3

Softbowl SBGrid3.0 데이터 그리드(grid)의 공식 API 문서를 검색해, AI가 정확한 그리드 코드를 생성하도록 돕습니다.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
com.sarkoa/mcp

Host and serve geospatial files: list, upload, download, and share via Sarkoa.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Remote →
Weekly briefing

Free · No spam

New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

How scoring works

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.
Frequently asked

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.