Live · updated 3 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
8,161–8,208 of 9,861 servers

MCP Check Links

4.1/10
io.github.webmoleai/mcp-check-links

Find broken links, missing meta tags, and redirect chains on any website.

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

MCP License Audit

4.1/10
io.github.webmoleai/mcp-license-audit

Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.

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

MCP Link Doctor

4.1/10
io.github.webmoleai/mcp-link-doctor

Find broken links, missing meta tags, and redirect chains on any website.

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

Claudeink

4.1/10
io.github.weekdmond/claudeink

Save, search, and compile valuable knowledge from your Claude conversations.

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

Ekyc Suite

4.1/10
io.github.wefi-ai/ekyc-suite

KYC / eKYC MCP server for face compare, liveness, OCR, and image labeling.

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

MCP Registry MCP Server

4.1/10
io.github.wei/mcp-registry-mcp-server

MCP server for querying the official MCP registry.

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

Mne Docs

4.1/10
io.github.weiyongxu/mne-docs

MCP server for MNE-Python documentation, source code, GitHub issues, and forum

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

Cronicorn MCP Server

4.1/10
io.github.weskerllc/cronicorn-mcp-server

Manage adaptive cron jobs and HTTP endpoint scheduling via AI assistants.

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

Isaacsim MCP Server

4.1/10
io.github.whats2000/isaacsim-mcp-server

Control NVIDIA Isaac Sim robotics simulator through MCP with 39 tools

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

MCP Server Ros 2

4.1/10
io.github.wise-vision/mcp_server_ros_2

View ROS 2 nodes and topics, and call services and actions via MCP

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

Wishfinity MCP Plusw

4.1/10
io.github.wishfinity/wishfinity-mcp-plusw

Save any product URL to your Wishfinity wishlist. Works with any MCP client.

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

Amazon Seller

4.1/10
io.github.wmarceau/amazon-seller

Amazon seller tools: FBA fees, inventory optimization, restock recommendations.

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

Apollo

4.1/10
io.github.wmarceau/apollo

Apollo.io lead enrichment and prospecting via MCP

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

Hvac Quotes

4.1/10
io.github.wmarceau/hvac-quotes

HVAC equipment RFQ management - submit quotes to distributors

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

Instagram Creator

4.1/10
io.github.wmarceau/instagram-creator

Instagram automation: post images, Reels, carousels, Stories, analytics

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

Rideshare Comparison

4.1/10
io.github.wmarceau/rideshare-comparison

Compare Uber and Lyft prices for any route

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

Ticket Discovery

4.1/10
io.github.wmarceau/ticket-discovery

Search and compare concert ticket prices across platforms

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

Tiktok Creator

4.1/10
io.github.wmarceau/tiktok-creator

TikTok automation: post videos, get analytics, manage comments

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

Upwork

4.1/10
io.github.wmarceau/upwork

MCP server for Upwork job discovery, client analysis, and proposal assistance

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

Youtube Creator

4.1/10
io.github.wmarceau/youtube-creator

YouTube automation: upload videos, Shorts, manage playlists, get analytics

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

Desktop Commander

4.1/10
io.github.wonderwhy-er/desktop-commander

MCP server for terminal commands, file operations, and process management

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

Math Svg MCP

4.1/10
io.github.wspringer/math-svg-mcp

Convert LaTeX math expressions to crisp, scalable SVG images

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

MCP Webgate

4.1/10
io.github.x-hannibal/mcp-webgate

Web search that doesn't wreck your AI's memory.

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

MCP Webgate

4.1/10
io.github.x-monk/mcp-webgate

Web search that doesn't wreck your AI's memory.

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

X402Search MCP

4.1/10
io.github.x402-index/x402search-mcp

Search 13,000+ x402-enabled APIs from your AI agent. Powered by x402search.xyz

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

Oculo

4.1/10
io.github.xidik12/oculo

AI-powered native browser with 12 MCP tools. ~30 tokens per page.

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

Veridict

4.1/10
io.github.xkumakichi/veridict

Know if you can trust your MCP server. Trust judgment for AI agents.

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

MCP Document Converter

4.1/10
io.github.xt765/mcp-document-converter

Convert PDF, DOCX, HTML, Markdown, and Text for AI assistant context injection.

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

Kalshi

4.1/10
io.github.yakub268/kalshi

Search, analyze, and trade Kalshi prediction markets through Claude Desktop

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

MCP Server Fear Greed

4.1/10
io.github.ycjcl868/mcp-server-fear-greed

An MCP server for mcp-server-fear-greed

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

MCP Checkup

4.1/10
io.github.yifanyifan897645/mcp-checkup

Analyze your MCP setup: token costs, grades, duplicates, and optimization tips

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

Time MCP

4.1/10
io.github.yokingma/time-mcp

Time MCP Server, giving LLMs time awareness capabilities.

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

Db Connect MCP

4.1/10
io.github.yugui923/db-connect-mcp

Multi-database MCP server for PostgreSQL, MySQL, and ClickHouse

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

Anilist MCP

4.1/10
io.github.yuna0x0/anilist-mcp

AniList MCP server for accessing AniList API data

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

Yuque MCP

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

MCP server for Yuque — expose your knowledge base to AI assistants.

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

Custom MCP Server

4.1/10
io.github.yuv24793/custom-mcp-server

An MCP server that provides custom functionality.

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

Weather

4.1/10
io.github.yuv24793/weather

An MCP server that provides weather information.

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

Memory MCP

4.1/10
io.github.yuvalsuede/memory-mcp

Persistent memory + git snapshots for Claude Code. Never lose context or code.

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

Runrunit N1

4.1/10
io.github.zNetinho/runrunit-n1

MCP server for Runrun.it: Tasks, Comments, Projects

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

Gwas MCP

4.1/10
io.github.zaeyasa/gwas-mcp

Access 30+ bioinformatics tools from 14 databases.

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

Random Number MCP

4.1/10
io.github.zazencodes/random-number-mcp

Essential random number generation utilities from the Python standard library

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

Readdown MCP

4.1/10
io.github.zcag/readdown-mcp

Convert web pages to clean, LLM-optimized Markdown. No browser needed.

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

Thoth MCP

4.1/10
io.github.zeiq-co/thoth-mcp

MCP server for Thoth with multi-platform AI content generation

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

Llmmcp

4.1/10
io.github.zero-abd/llmmcp

MCP server for real-time LLM API documentation — stop hallucinations

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

Zerodust

4.1/10
io.github.zerodustxyz/zerodust

Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.

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

Nanobanana MCP Server

4.1/10
io.github.zhongweili/nanobanana-mcp-server

An MCP server that provides image generation and editing capabilities

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

D365Fo Connector

4.1/10
io.github.zhound420/d365fo-connector

Query and manage Microsoft Dynamics 365 Finance & Operations via MCP

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

Vmware Aiops

4.1/10
io.github.zw008/vmware-aiops

AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.

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.