Live · updated 4 hr ago 16,278 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 16,278
Categories 18
Official Servers 0
Remote-Hosted 7,861

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 All16,278 Git / Code10231 Other2236 Search1847 Filesystem626 Database429 Finance218 AI / ML133 Email116 Cloud87 Calendar78 Analytics58 Browser56 Design47 Docs35 DevOps34 Communication17 Web Scraping15 Productivity15
10,993–11,040 of 16,278 servers

Heroku Code MCP

4.3/10
io.github.dsouzaAnush/heroku-code-mcp

Search and execute Heroku Platform API operations

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Comparedge MCP

4.3/10
io.github.imkemit-ops/comparedge-mcp

Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.

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

Onto

4.3/10
io.github.ravixalgorithm/onto

Clean Markdown and AI-readability scoring for any URL. Built for AI agents.

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

Gdd

4.3/10
io.github.imVSmirnov/gdd

AI-controlled browser farm: N isolated Chromium instances with 36 MCP tools

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

Apra MCP

4.3/10
io.ausdata/apra-mcp

Query APRA in plain English — bank capital, fund-level super, insurance stats.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

Rba MCP

4.3/10
io.ausdata/rba-mcp

Query the RBA in plain English — cash rate, FX, lending and deposit rates.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

Tokentrace

4.3/10
io.github.abhiyoheswaran1/tokentrace

Local-first AI CLI usage analytics for agents.

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

Warpweb

4.3/10
io.github.northbeamsoftware/warpweb

Research, build, and deploy AI-generated websites via the Warpweb API.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Sayba Skill Market

4.3/10
io.github.saybanet/sayba-skill-market

Discover, invoke, publish, and rate AI Agent skills on Sayba platform

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

Aidance MCP

4.3/10
io.github.rocnubie/aidance-mcp

Turn photos into realistic dance videos with AI motion transfer.

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

Aiphotoeditor MCP

4.3/10
io.github.rocnubie/aiphotoeditor-mcp

Best AI Photo Editor powered by GPT Image 2, Flux, Nano Banana & more.

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

Meigenai MCP

4.3/10
io.github.rocnubie/meigenai-mcp

Meigen AI is a curated meigen ai image prompt library.

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

Soorafr MCP

4.3/10
io.github.rocnubie/soorafr-mcp

Creez des images et videos exceptionnelles avec l'IA.

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

Tiramisu Ai MCP

4.3/10
io.github.rocnubie/tiramisu-ai-mcp

Tiramisu AI is an AI product. See the official site for full feature details.

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

Taype

4.3/10
io.github.taylormadeapps/taype

Control the TayPE desktop DAW locally via MCP.

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

MCP Server

4.3/10
com.vp0/vp0-mcp

Search & import free iOS app-design starters from VP0 into your AI builder.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search Rust stdio
Repo → Website →

Plant Genomics MCP

4.3/10
io.github.musharna/plant-genomics-mcp

Plant genomics MCP — 32 tools across 11 backends with cross-source synthesis.

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

Agentforge MCP

4.3/10
org.sciscale/agentforge-mcp

Turn rough requests into rigorously structured prompts, for any coding agent.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Broker

4.3/10
io.github.NavinAgrawal/mcp-broker

Local MCP broker that exposes one compact entry for many upstream servers.

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

MCP Digger

4.3/10
io.github.janeksm/mcp-digger

Progressive on-demand access to .NET NuGet package source for AI coding agents.

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

MCP Server

4.3/10
io.github.compute-finance/mcp

Live AI compute pricing oracle — real-time LLM model prices across providers

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

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 →

X Archive Rag

4.3/10
io.github.mameshivaa/x-archive-rag

Local-first MCP tools for searching and drafting from your X/Twitter archive.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search 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 →

Carvector MCP

4.3/10
io.github.carvectorio/carvector-mcp

Vehicle specs, federal recalls, and OBD-II DTC reference for AI agents via MCP.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search 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 →

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 →

Sql Preview

4.3/10
io.github.fadnavismehul/sql-preview

Run governed SQL queries and inspect database schemas from MCP agents.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database 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 →

Abn

4.3/10
io.github.malamutemayhem/abn

Australian Business Number lookup and business name search. By UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Bgg

4.3/10
io.github.malamutemayhem/bgg

BoardGameGeek search, game details, rankings, and collections. By UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search 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 →

Ipaustralia

4.3/10
io.github.malamutemayhem/ipaustralia

Australian trademark and patent search via IP Australia. By UnClick.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search 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 →
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.