Live · updated 15 hr ago 5,632 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 5,632
Categories 18
Official Servers 0
Remote-Hosted 1,944

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 All5,632 Git / Code3579 Search808 Other629 Filesystem202 Database166 AI / ML42 Email39 Finance28 Cloud27 Calendar20 Browser19 Analytics16 Docs14 DevOps12 Productivity10 Design9 Web Scraping7 Communication5
3,265–3,312 of 3,579 servers · Git / Code

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 →

Pica Business

4.1/10
io.github.withpica/pica-business

agreements, splits, royalties, and comms for withPICA music catalogs

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

Pica Settings

4.1/10
io.github.withpica/pica-settings

account, team, and api key management for withPICA

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 →

Open Primitive

4.1/10
io.github.writesdavid/open-primitive

22 federal data tools. Signed responses with provenance.

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 →

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 →

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 →
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.