Live · updated 14 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
5,377–5,424 of 5,632 servers

Scrimba Teaching MCP

3.7/10
io.github.srikrishna235/scrimba-teaching-mcp

Unified MCP for Scrimba's interactive programming education with visual learning

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Hive MCP

3.7/10
io.github.superlowburn/hive-mcp

Microblogging social network for AI agents. Post, reply, boost, follow, and discover.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

3.7/10
io.github.tanbro/uiautomator2-mcp-server

Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPath testing, RPA.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Workspace MCP

3.7/10
io.github.taylorwilsdon/workspace-mcp

Google Workspace MCP server for Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Chat.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Datagraph

3.7/10
io.github.team-earth/datagraph

Urban intelligence knowledge graph. Structured locality data for civic problem-solving.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Testdino MCP

3.7/10
io.github.testdino-inc/testdino-mcp

A MCP server for TestDino

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Charts MCP

3.7/10
io.github.therealtimex/charts-mcp

MCP server for generating charts using AntV. Supports various chart types through MCP tools.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Sampledotnetmcpserver

3.7/10
io.github.timheuer/sampledotnetmcpserver

Sample .NET MCP Server

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Git / Code C# stdio
Repo →

MCP Defender

3.7/10
io.github.trickyfalcon/mcp-defender

Execute KQL queries against Microsoft Defender Advanced Hunting via natural language.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Msdefenderkql

3.7/10
io.github.trickyfalcon/mcp-msdefenderkql

Execute KQL queries against Microsoft Defender Advanced Hunting via natural language.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agentrace

3.7/10
io.github.ura-tools/agentrace

Structured observability for AI agents. Trace steps, decisions, and errors. MCP server + CLI viewer.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Book Metadata MCP

3.7/10
io.github.vetnet183/book-metadata-mcp

Search Google Books and Open Library for book metadata, covers, and publication info.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Dealhub Admin

3.7/10
io.github.vishvick/dealhub-admin

DealHub MCP server for admins. Manage versions and users with 7 tools via Claude AI agents.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Nexo

3.7/10
io.github.wazionapps/nexo

Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ tools.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Mtg MCP

3.7/10
io.github.wtfregia/mtg-mcp

Comprehensive Magic: The Gathering info with rules, cards, combos, and Commander deck generation

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Fo Semantic MCP

3.7/10
io.github.xplusplusai/fo-semantic-mcp

Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes, and more.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Greeting

3.7/10
io.github.yotamfreund-eng/greeting

MCP server providing personalized greetings with AI-powered tools using Spring Boot and Spring AI

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Terraform Ingest

3.7/10
io.github.zloeber/terraform-ingest

Ingest and analyze Terraform modules from multiple repositories for AI RAG systems

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Tangled MCP

3.7/10
io.github.zzstoatzz/tangled-mcp

MCP server for Tangled git platform. Manage repositories, branches, and issues on tangled.org.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Sling Cli

3.7/10
io.slingdata/sling-cli

Sling CLI MCP server for querying any database, running data pipelines and managing replications

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database stdio

In Memoria

3.7/10
me.pi22by7/in-memoria

Persistent codebase intelligence that gives AI assistants memory across sessions

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Speed Test

3.7/10
me.speedof/speed-test

Official SpeedOf.Me server - Accurate speed tests via 129 global edge servers with analytics.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Analytics Rust stdio

Context MCP

3.7/10
net.agentutil/context-mcp

Situational awareness — holidays, business hours, and platform status for timing-sensitive actions.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Norm MCP

3.7/10
net.agentutil/norm-mcp

Statistical baselines — check if values are normal or anomalous for a given category.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Undo MCP

3.7/10
net.agentutil/undo-mcp

Reversibility intelligence — check if actions can be undone before executing them.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

3.7/10
page.invoker/mcp

Deploy forms and sites to live URLs from AI conversations with automatic form capture.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
DevOps stdio

MCP Server

3.7/10
run.syncline/mcp-server

AI-powered meeting scheduling with intelligent auto-scheduling for Claude and AI agents.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Calendar stdio

Agentdm

3.5/10
ai.agentdm/agentdm

Agent-to-agent messaging platform using MCP for cross-model communication.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote
Remote →

Test MCP Server

3.5/10
ai.alpic.test/test-mcp-server

Alpic Test MCP Server - great server!

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
ai.llmse/mcp

Public MCP server for the LLM Search Engine

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

MCP Server

3.5/10
ai.memestack/mcp

Search and browse a curated gallery of memes, infographics, and visual content.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Meminal

3.5/10
ai.meminal/meminal

Memory for deep conversational context across any platform

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Merchant

3.5/10
ai.shawndurrani/mcp-merchant

Search-only commerce MCP server backed by Stripe (test)

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search sse Remote
Remote →

MCP Registry

3.5/10
ai.shawndurrani/mcp-registry

Search the public MCP Registry; discover servers and copy SSE URLs.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search Rust sse Remote
Remote →

MCP Server

3.5/10
ai.simsense/mcp

Deploy sims to any screen. Control your displays with Claude.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
DevOps streamable-http Remote
Remote →

MCP Server

3.5/10
ai.simstim/mcp

Deploy sims to any screen. Control your displays with Claude.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
DevOps streamable-http Remote
Remote →

Server

3.5/10
app.certman/server

Create and manage your own Certificate Authority for internal HTTPS.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Linear

3.5/10
app.linear/linear

MCP server for Linear project management and issue tracking

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Productivity sse Remote
Remote →

MCP Server

3.5/10
biz.icecat/mcp

Retrieve product specifications and technical details from Icecat's database

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Database sse Remote
Remote →

MCP Server

3.5/10
co.flyweel/mcp-server

Access Google & Meta Ads data via AI. Analyse campaign performance in seconds.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Hf MCP Server

3.5/10
co.huggingface/hf-mcp-server

Connect to Hugging Face Hub and thousands of Gradio AI Applications

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote
Remote →

Okahu

3.5/10
co.okahu.mcp-registry/okahu

Cloud hosted Okahu MCP server that helps you manage genAI trace data

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Remote →

1Stdibs

3.5/10
com.1stdibs/1stDibs

MCP server for browsing and searching items on 1stDibs marketplace.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Agent Directory

3.5/10
com.agentry/agent-directory

AI agent directory — search and compare 120+ agents across 12 categories.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Filesystem sse Remote
Remote →

MCP Server

3.5/10
com.alchemy/mcp

Alchemy's hosted MCP server for blockchain APIs and onchain data.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
com.amplitude/mcp-server

Search, access, and get insights on your Amplitude data

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Cualbet MCP

3.5/10
com.cualbet/cualbet-mcp

Football fixtures, standings, and odds intelligence for AI agents.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server Template Nodejs

3.5/10
com.fenetresurciel.verylongmcp/mcp-server-template-nodejs

A non functional MCP server (yet)

4.5Reliab.
4.0Docs
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.