Live · updated 9 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
7,537–7,584 of 9,861 servers

Code Runner

4.1/10
io.github.formulahendry/code-runner

Code Runner MCP Server which can run code in various programming languages.

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

Uptier

4.1/10
io.github.foxintheloop/uptier

MCP-powered To-Do application with intelligent task prioritization

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

Foxit Pdf Api MCP Server

4.1/10
io.github.foxitsoftware/foxit-pdf-api-mcp-server

MCP server that exposes Foxit PDF API capabilities via stdio.

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

Cv

4.1/10
io.github.francisco-perez-sorrosal/cv

An MCP server that provides access to Francisco Perez-Sorrosal's CV

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

Npm Run MCP Server

4.1/10
io.github.fstubner/npm-run-mcp-server

An MCP server that exposes package.json scripts as tools for agents.

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

Stream Estate

4.1/10
io.github.fullstck/stream-estate

MCP server for the Stream.estate French real estate API

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

Qubic MCP

4.1/10
io.github.fyllepo/qubic-mcp

MCP server for Qubic — balances, prices, transfers, wallets, and more.

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

Osm Tagging Schema MCP

4.1/10
io.github.gander-tools/osm-tagging-schema-mcp

MCP server for querying and validating OpenStreetMap tags

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

Cesium MCP Dev

4.1/10
io.github.gaopengbin/cesium-mcp-dev

CesiumJS API docs, code generation and development tools for IDE AI assistants.

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

Aguara MCP

4.1/10
io.github.garagon/aguara-mcp

Security scanner for AI agent skills and MCP servers

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

Aegis

4.1/10
io.github.getaegis/aegis

Credential isolation for AI agents. Inject secrets at the network boundary.

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

Croissant

4.1/10
io.github.getcroissant/croissant

Search and book coworking spaces and conference rooms via Croissant.

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

Cli

4.1/10
io.github.getmcpm/cli

MCP package manager with trust scoring. Search, install, and audit MCP servers.

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

Haiku Rag

4.1/10
io.github.ggozad/haiku-rag

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

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

Swarmpay

4.1/10
io.github.ginokino/swarmpay

Payment layer for AI agents. Send USDC, manage escrows on Base blockchain.

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

Gitmem

4.1/10
io.github.gitmem-dev/gitmem

Persistent institutional memory for AI coding agents. Memory that compounds.

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

App Store Connect MCP

4.1/10
io.github.gjeltep/app-store-connect-mcp

Interact with Apple's App Store Connect API

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

Endnote MCP

4.1/10
io.github.gokmengokhan/endnote-mcp

Search, cite, and read PDFs from your EndNote library in Claude Desktop

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

Stresszero MCP

4.1/10
io.github.gomessoaresemmanuel-cpu/stresszero-mcp

Burnout risk scoring across 3 dimensions (physical, emotional, effectiveness)

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

Oracle

4.1/10
io.github.gregario/3dprint-oracle

3D printing filament and materials knowledge MCP server

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

Lego Oracle

4.1/10
io.github.gregario/lego-oracle

LEGO sets, parts, minifigs, and inventories as an MCP server

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

Onepiece Oracle

4.1/10
io.github.gregario/onepiece-oracle

One Piece TCG MCP server with card search, deck analysis, and set browsing

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

Tft Oracle

4.1/10
io.github.gregario/tft-oracle

TFT champion, trait, item, and augment data for LLMs via CommunityDragon

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

Warhammer Oracle

4.1/10
io.github.gregario/warhammer-oracle

Warhammer 40K and Kill Team rules, stats, and game flow MCP server

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

Growthbook MCP

4.1/10
io.github.growthbook/growthbook-mcp

MCP Server for interacting with GrowthBook

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

MCP Server R Counter

4.1/10
io.github.guanqun-yang/mcp-server-r-counter

A MCP Server Counting Number of r's for a Given Query

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

Guidance Lark MCP

4.1/10
io.github.guidance-ai/guidance-lark-mcp

Validate and test llguidance grammars with batch testing and documentation

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

Doom MCP

4.1/10
io.github.gunnargrosch/doom-mcp

Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client

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

Grist MCP Server

4.1/10
io.github.gwhthompson/grist-mcp-server

11 tools for managing Grist documents with AI

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

Mintclub

4.1/10
io.github.h1-hunt/mintclub

Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create

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

Omni Lpr

4.1/10
io.github.habedi/omni-lpr

An MCP server for automatic license plate recognition

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

Admin MCP

4.1/10
io.github.hellocoop/admin-mcp

Model Context Protocol (MCP) for Hellō Admin API.

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

Google Sheets MCP

4.1/10
io.github.henilcalagiya/google-sheets-mcp

Powerful tools for automating Google Sheets using Model Context Protocol (MCP)

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

Agentwallet

4.1/10
io.github.hifriendbot/agentwallet

Wallet infrastructure for Ai agents. EVM + Solana. x402 payments. No KYC.

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

Ailist MCP

4.1/10
io.github.hifriendbot/ailist-mcp

MCP server for AiList — search and discover Ai projects from Claude Code

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

Hatago MCP Hub

4.1/10
io.github.himorishige/hatago-mcp-hub

Unified MCP Hub for managing multiple Model Context Protocol servers

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

Mit Dining

4.1/10
io.github.hongnoul/mit-dining

Real-time MIT dining hall menus with dietary filtering across all 6 halls

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

Fanout

4.1/10
io.github.houtini-ai/fanout

Multi-URL comparative content analysis with topical gap detection

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

Fmp

4.1/10
io.github.houtini-ai/fmp

Access financial data and market information via Financial Modeling Prep API

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

Geo Analyzer

4.1/10
io.github.houtini-ai/geo-analyzer

AI search optimization analysis with actionable findings and gap analysis

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

Seo Crawler MCP

4.1/10
io.github.houtini-ai/seo-crawler-mcp

Crawl and analyse websites for SEO errors using Crawlee with SQLite storage

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

Squad Up

4.1/10
io.github.hrandhawa02/squad_up

Create events, add invitees, manage potlucks and carpools via natural language.

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

Feishu Markdown MCP

4.1/10
io.github.huandu/feishu-markdown-mcp

MCP server for Feishu Markdown

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

Heliospice

4.1/10
io.github.huangzesen/heliospice

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

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

Xhelio Spice

4.1/10
io.github.huangzesen/xhelio-spice

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

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

MCP Server

4.1/10
io.github.humantextpro/mcp-server

AI text detection and humanization for Claude Code, Cursor, and Windsurf.

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

MCP Server

4.1/10
io.github.hummingbot/mcp

MCP server exposing Hummingbot API for automated multi-exchange trading

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

Apex

4.1/10
io.github.hunterpercival/apex

APEX — AI operating system for founders. Join waitlist or request a demo.

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.