Live · updated 19 hr ago 25,305 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 25,305
Categories 18
Official Servers 0
Remote-Hosted 14,110

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.

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Top score Most stars Newest
Category All25,305 Git / Code14856 Other4377 Search2890 Filesystem1047 Database556 Finance368 AI / ML236 Email210 Calendar154 Cloud135 Analytics109 Browser103 Design71 Docs59 DevOps53 Communication40 Web Scraping24 Productivity17
10,897–10,944 of 14,856 servers · Git / Code

Sentinel Dv

4.3/10
io.github.kiranreddi/sentinel-dv

MCP tools for UVM/cocotb logs, coverage, regressions, and waveform triage.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Tapd MCP Server

4.3/10
io.github.scizuixiangsis/tapd-mcp-server

在 Cursor/Copilot 中查询、分析和回填 TAPD bug / 需求

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Cloakbrowser MCP

4.3/10
io.github.swimmwatch/cloakbrowser-mcp

Playwright MCP-compatible browser automation bridge for CloakBrowser Chromium.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Vaara Server

4.3/10
io.github.vaaraio/vaara-server

Accountable autonomy MCP server: gating, tamper-evident audit for every action

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Goldbean

4.3/10
io.github.wuzenghai616-lang/goldbean

51 Baidu AI MCP tools: OCR, Vision, LLM, Speech, NLP. Pay-per-call from $0.001.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Thumbgate

4.3/10
io.github.IgorGanapolsky/thumbgate

Pre-action gates that block AI agents from repeating known mistakes.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Gitea MCP

4.3/10
io.github.werebear73/gitea-mcp

Model Context Protocol server for Gitea (and Forgejo, Codeberg).

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Atera MCP

4.3/10
io.github.wyre-technology/atera-mcp

MCP server for Atera RMM — customers, tickets, and more.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Blackpoint MCP

4.3/10
io.github.wyre-technology/blackpoint-mcp

MCP server for Blackpoint Cyber MDR — alerts, threats, and operations.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Datto Rmm MCP

4.3/10
io.github.wyre-technology/datto-rmm-mcp

MCP server for Datto RMM — devices, alerts, sites, jobs, and audit data.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Cfgd

4.3/10
io.github.tj-smith47/cfgd

Declarative, GitOps-style machine configuration management

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Server

4.3/10
io.github.rendobar/mcp

Rendobar — serverless media processing for AI agents

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Alloc Context

4.3/10
io.github.AllocContext/alloc-context

Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Viznoir

4.3/10
io.github.kimimgo/viznoir

Cinema-quality science visualization for AI agents — headless VTK via MCP.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Coingecko

4.3/10
io.github.malamutemayhem/coingecko

CoinGecko tools for crypto, coingecko, bitcoin by UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Domain

4.3/10
io.github.malamutemayhem/domain

Australian property listings, prices, and suburb stats from Domain. By UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Espn

4.3/10
io.github.malamutemayhem/espn

ESPN Sports tools for sports, scores, espn by UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Exchangerate

4.3/10
io.github.malamutemayhem/exchangerate

Currency conversion plus latest and historical exchange rates. By UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Meal

4.3/10
io.github.malamutemayhem/meal

Recipes tools for recipes, meals, cooking by UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Nasa

4.3/10
io.github.malamutemayhem/nasa

NASA tools for nasa, space, astronomy by UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Omdb

4.3/10
io.github.malamutemayhem/omdb

OMDb Movies tools for movies, omdb, imdb by UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Openlibrary

4.3/10
io.github.malamutemayhem/openlibrary

Open Library tools for books, openlibrary, library by UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Openmeteo

4.3/10
io.github.malamutemayhem/openmeteo

Open-Meteo Weather tools for weather, forecast, open-meteo by UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Sendle

4.3/10
io.github.malamutemayhem/sendle

Sendle shipping quotes, orders, and parcel tracking. By UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Speedrun

4.3/10
io.github.malamutemayhem/speedrun

Speedrun.com games, leaderboards, runs, and users. No API key. By UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Spotify

4.3/10
io.github.malamutemayhem/spotify

Spotify tools for spotify, music, playlists by UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Thelott

4.3/10
io.github.malamutemayhem/thelott

Australian lottery results and jackpots from The Lott. By UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Tmdb

4.3/10
io.github.malamutemayhem/tmdb

TMDB tools for tmdb, movies, tv by UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Trivia

4.3/10
io.github.malamutemayhem/trivia

Trivia tools for trivia, quiz, questions by UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Willyweather

4.3/10
io.github.malamutemayhem/willyweather

Australian weather, surf, and tide forecasts from WillyWeather. By UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Sentinelone MCP

4.3/10
io.github.wyre-technology/sentinelone-mcp

Multitenant Streamable HTTP wrapper for the SentinelOne purple-mcp server.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Crossref MCP

4.3/10
io.github.jtl-neo/crossref-mcp

MCP server wrapping the Crossref REST API for scholarly metadata.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Ios Web Bluetooth

4.3/10
io.github.wklm/ios-web-bluetooth

MCP server to ship Web Bluetooth on iPhone Safari via the WebBLE extension.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Api Hub

4.3/10
io.github.scotia1973-bot/api-hub

334 free developer tools for AI agents. No API key needed.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Bag Epl MCP

4.3/10
io.github.malkreide/bag-epl-mcp

BAG EPL: Spezialitätenliste, medication and reimbursement data

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Bag Health MCP

4.3/10
io.github.malkreide/bag-health-mcp

BAG public-health open data: indicators, programmes, statistics

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Bakom MCP

4.3/10
io.github.malkreide/bakom-mcp

BAKOM telecommunications and media open data

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Eth Library MCP

4.3/10
io.github.malkreide/eth-library-mcp

ETH Library Discovery and Persons APIs

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Global Education MCP

4.3/10
io.github.malkreide/global-education-mcp

UNESCO UIS and OECD Education at a Glance

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Lobbywatch MCP

4.3/10
io.github.malkreide/lobbywatch-mcp

Lobbywatch.ch transparency data on parliamentarians, interests, access badges

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Meteoswiss MCP

4.3/10
io.github.malkreide/meteoswiss-mcp

MeteoSwiss Open Data for weather, climate normals, warnings

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

News Monitor MCP

4.3/10
io.github.malkreide/news-monitor-mcp

Aggregated news monitoring across Swiss public media RSS feeds

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Parlament MCP

4.3/10
io.github.malkreide/parlament-mcp

Swiss Federal Parliament Curia Vista OData API

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Sbb Opendata MCP

4.3/10
io.github.malkreide/sbb-opendata-mcp

SBB Open Data via OpenDataSoft

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Seco Labor MCP

4.3/10
io.github.malkreide/seco-labor-mcp

SECO labour market: unemployment, vacancies, workforce indicators

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Srgssr MCP

4.3/10
io.github.malkreide/srgssr-mcp

SRG SSR weather, video, audio, EPG, Polis

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Swiss Cultural Heritage MCP

4.3/10
io.github.malkreide/swiss-cultural-heritage-mcp

Heritage inventories, monument lists, archaeological registers

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Swiss Culture MCP

4.3/10
io.github.malkreide/swiss-culture-mcp

BAK cultural heritage, ISOS, living traditions, RSS

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →
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.