Live · updated 6 hr ago 9,861 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 9,861
Categories 18
Official Servers 0
Remote-Hosted 4,033

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 All9,861 Git / Code6373 Search1248 Other1178 Filesystem367 Database254 AI / ML73 Email60 Finance58 Cloud54 Analytics38 Calendar36 Browser31 Docs24 DevOps22 Design16 Productivity14 Web Scraping9 Communication6
7,873–7,920 of 9,861 servers

Krs Poland MCP Server

4.1/10
io.github.pkolawa/krs-poland-mcp-server

Polish National registry of businesses and other legal entities

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Polydev

4.1/10
io.github.polydev-ai/polydev

Query GPT-5, Claude, Gemini, and Grok simultaneously through one MCP server

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Databricks Sdk MCP

4.1/10
io.github.pramodbhatofficial/databricks-sdk-mcp

263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo →

MCP Docs Server

4.1/10
io.github.praveenc/mcp-docs-server

MCP server for searching MCP protocol documentation

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

MCP Bookmark

4.1/10
io.github.pree-dew/mcp-bookmark

MCP Server for adding bookmarks in openai RAG

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Prism MCP

4.1/10
io.github.prismatic-io/prism-mcp

MCP server that wraps Prismatic's Prism CLI tool

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Lighthouse MCP

4.1/10
io.github.priyankark/lighthouse-mcp

MCP server for Google Lighthouse performance metrics

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Smart Terminal

4.1/10
io.github.pungggi/smart-terminal

MCP PTY server providing AI agents with real interactive terminal access

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Adif MCP

4.1/10
io.github.qso-graph/adif-mcp

ADIF 3.1.6 parser and validator for amateur radio QSO logs. Full spec coverage.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Solar MCP

4.1/10
io.github.qso-graph/solar-mcp

Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Graqle

4.1/10
io.github.quantamixsol/graqle

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Scopus MCP

4.1/10
io.github.qwe4559999/scopus-mcp

A Model Context Protocol server for the Elsevier Scopus API

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Qcqx Project Manage MCP

4.1/10
io.github.qxchuckle/qcqx-project-manage-mcp

qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent（Cursor、Claude Desktop 等）

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Strava MCP

4.1/10
io.github.r-huijts/strava-mcp

MCP server for accessing Strava API

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Zoekt MCP

4.1/10
io.github.radiovisual/zoekt-mcp

Fast indexed code search for AI agents, powered by Sourcegraph Zoekt.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Agent Trust

4.1/10
io.github.raditotev/agent-trust

MCP Server for Agent Reputation & Trust Scoring

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo →

Lu MCP Server

4.1/10
io.github.rafapra3008/lu-mcp-server

Verify AI agent communication with session types and formal proofs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo →

Careermax

4.1/10
io.github.rahulphenomenon/careermax

All the tools you need to land your next job

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Vidlens MCP

4.1/10
io.github.rajanrengasamy/vidlens-mcp

YouTube intelligence layer for AI agents. 41 tools, 10 modules, zero config.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Server

4.1/10
io.github.ramaris-app/mcp-server

On-chain wallet analytics and trading strategies on Base for AI assistants

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Adaptive Memory Graph

4.1/10
io.github.raskolnikovdd/adaptive-memory-graph

Persistent memory for Claude via weighted, interconnected knowledge nodes.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Axon Research

4.1/10
io.github.raysker/axon-research

AI agent ecosystem research, DeFi analysis, and market research tools

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Ap MCP Server

4.1/10
io.github.rbonestell/ap-mcp-server

Model Context Protocol (MCP) server for the Associated Press Media API

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Aichat

4.1/10
io.github.rcgalbo/aichat

Inter-agent communication for multi-agent Claude Code workflows.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Rclone

4.1/10
io.github.rclone-ui/rclone

MCP server for the Rclone RC API, with selectable toolsets.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Nerve Rpc

4.1/10
io.github.reagost/nerve-rpc

MCP server for Nerve blockchain JSON-RPC & REST API for AI Agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Crabcut

4.1/10
io.github.realcrabcut/crabcut

Turn YouTube videos into short-form clips from any AI assistant

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Ref Tools MCP

4.1/10
io.github.ref-tools/ref-tools-mcp

Token efficient search for coding agents over public and private documentation.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

MCP Server

4.1/10
io.github.refgrow/mcp

Model Context Protocol server for Refgrow affiliate program management API

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Appstore Screenshots

4.1/10
io.github.remoas/appstore-screenshots

Generate professional App Store screenshots by matching any top app's style.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Docbot MCP

4.1/10
io.github.rflukerii-dev/docbot-mcp

Bidirectional CSV JSON Markdown transformer

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Smart Web

4.1/10
io.github.rich-jojo/smart-web

Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Web Task Api

4.1/10
io.github.rich-jojo/web-task-api

Browser tasks, sessions, and recipes for MCP and HTTP automation.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Rigour

4.1/10
io.github.rigour-labs/rigour

Quality gates for AI agents. Lint, test, build checks with memory persistence.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Rill

4.1/10
io.github.rillcoin/rill

AI agent wallets, Proof of Conduct reputation, and concentration decay on L1

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Recite MCP

4.1/10
io.github.rivradev/recite-mcp

Local MCP server for Recite receipt processing with ledger and memory tools.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Claude Army

4.1/10
io.github.robbhimself-1337/claude-army

Orchestrate multiple Claude Code agents in parallel from chat

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Ros MCP Server

4.1/10
io.github.robotmcp/ros-mcp-server

Connect AI models like Claude & ChatGPT with ROS robots using MCP

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Kustodia Escrow

4.1/10
io.github.rodrigojille/kustodia-escrow

Agentic escrow payments — fiat + crypto, 36 MCP tools, 10 chains, FHE privacy

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

A11Y

4.1/10
io.github.rog0x/a11y

Alt text, headings, contrast, ARIA for AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Api

4.1/10
io.github.rog0x/api

HTTP client, JWT decode, header analysis for AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Cache

4.1/10
io.github.rog0x/cache

Cache headers, CDN, LRU simulation for AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Color

4.1/10
io.github.rog0x/color

Color convert, palette, contrast checker for AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Config

4.1/10
io.github.rog0x/config

JSON, YAML, TOML, INI config tools for AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Crypto

4.1/10
io.github.rog0x/crypto

Hash, encode, UUID, password analysis for AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Database

4.1/10
io.github.rog0x/database

SQL formatting, schema visualization, migration generation

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo →

Dep

4.1/10
io.github.rog0x/dep

License check, outdated deps, security for AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Docker

4.1/10
io.github.rog0x/docker

Docker container management and Dockerfile analysis

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →
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.