Live · updated 21 hr ago 9,792 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 9,792
Categories 18
Official Servers 0
Remote-Hosted 3,995

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 All9,792 Git / Code6332 Search1241 Other1167 Filesystem365 Database252 AI / ML72 Finance58 Email58 Cloud53 Analytics37 Calendar36 Browser31 Docs23 DevOps22 Design16 Productivity14 Web Scraping9 Communication6
5,377–5,424 of 6,332 servers · Git / Code

Umbraco Cms MCP Dev

4.1/10
io.github.umbraco/Umbraco-CMS-MCP-Dev

A developer focused model context protocol (MCP) server for Umbraco CMS

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

Reclaim MCP Server

4.1/10
io.github.universalamateur/reclaim-mcp-server

MCP server for Reclaim.ai - calendar, tasks, habits, and focus time management

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

Context7

4.1/10
io.github.upstash/context7

Up-to-date code docs for any prompt

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

Rpg Encoder

4.1/10
io.github.userFRM/rpg-encoder

Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.

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

Remote Bridge

4.1/10
io.github.varaprasadreddy9676/remote-bridge

Sync code to remote servers via SSH/rsync and deploy from any AI IDE.

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

Mif Tools

4.1/10
io.github.varun29ankuS/mif-tools

Convert, validate, and inspect AI agent memories across formats

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

Next Devtools MCP

4.1/10
io.github.vercel/next-devtools-mcp

Next.js development tools MCP server with stdio transport

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

MCP Backlog

4.1/10
io.github.vfa-khuongdv/mcp-backlog

MCP server for Backlog API integration with AI agents.

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

Redmine

4.1/10
io.github.vfa-khuongdv/redmine

MCP server for Redmine API integration with AI agents.

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

Vibefix

4.1/10
io.github.vibefix-tech/vibefix

Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.

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

Demo MCP Server

4.1/10
io.github.vigneshRN52/demo-mcp-server

Minimal Go MCP Server for high-performance context bridging

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

Freightgate MCP Server

4.1/10
io.github.vinaybhosle/freightgate-mcp-server

Deprecated - renamed to shippingrates-mcp-server

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

Testing Repo

4.1/10
io.github.vinur1992/testing_repo

An MCP server that created for demo

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

Vue Harvest

4.1/10
io.github.virgilvox/vue-harvest

Extract reusable component libraries and design tokens from Vue applications

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

Site Spy

4.1/10
io.github.vkuprin/site-spy

MCP server for Site Spy — lets AI agents monitor websites for changes

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

Junto MCP

4.1/10
io.github.vrllrv/junto-mcp

The payment protocol for people and agents. One MCP server, any payment rail.

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

Vulners MCP

4.1/10
io.github.vulnersCom/vulners-mcp

MCP server for the Vulners.com API

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

Codex MCP Go

4.1/10
io.github.w31r4/codex-mcp-go

MCP server wrapping Codex CLI for stdio-based tool calls.

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

Silent Brief MCP

4.1/10
io.github.warmachine2121/silent-brief-mcp

AI-generated legal and business documents. Pay XMR, no accounts, no KYC.

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

MCP Server

4.1/10
io.github.warpmetrics/mcp

Connect AI assistants to Warpmetrics — query runs, calls, costs, and outcomes.

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

MCP Check Licenses

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

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

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

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 →

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 →

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 →

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 →

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 →

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 →
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.