Live · updated 23 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.

Browse & filter
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
4,897–4,944 of 5,632 servers

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 →

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 monitoring and operations with 20 MCP tools.

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

Vmware Monitor

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

Read-only VMware vCenter/ESXi monitoring with 8 MCP tools. Code-level safety.

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

Vmware Storage

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

VMware vSphere storage management with 11 MCP tools: datastores, iSCSI, vSAN.

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

Human Dispatch MCP

4.1/10
io.github.zyntarasystems/human-dispatch-mcp

MCP server that dispatches physical-world tasks to humans through a unified API

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

Mote Registry

4.1/10
network.mote/mote-registry

Search the MOTE AI agent registry for machine-readable businesses.

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

Icloud Calendar MCP

4.1/10
org.onekash/icloud-calendar-mcp

MCP server for iCloud (Apple) Calendar access via CalDAV

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

Vivesca

4.1/10
org.vivesca/vivesca

Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.

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

MCP Upload

4.1/10
sh.objekt/mcp-upload

Public file storage for AI agents. Upload files and get a permalink back.

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

Analytics

4.1/10
tech.engageable/analytics

Unified analytics MCP server for GA4, Mixpanel, and PostHog.

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

Gotify MCP

4.1/10
tv.tootie/gotify-mcp

MCP server for self-hosted Gotify push notifications and message management.

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

Overseerr MCP

4.1/10
tv.tootie/overseerr-mcp

MCP server for Overseerr media requests and discovery.

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

Meta Ads MCP

3.9/10
ai.adweave/meta-ads-mcp

Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insights.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Agentra

3.9/10
ai.agentrapay/agentra

Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other Rust sse Remote
Remote →

Deploy App

3.9/10
ai.appdeploy/deploy-app

AppDeploy turns app ideas described in AI chat into live full-stack web applications

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
DevOps streamable-http Remote
Remote →

Artidrop

3.9/10
ai.artidrop/artidrop

The publishing layer for AI agents. Turn HTML and Markdown into shareable URLs instantly via MCP.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Local Commerce

3.9/10
ai.bezal/local-commerce

Search 7,000+ local service businesses across America by category, location, or keyword.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

MCP Server

3.9/10
ai.datamerge/mcp

B2B data enrichment for 375M+ companies: legal entities, corporate hierarchies, and contacts.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →
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.