Live · updated 17 hr ago 15,060 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 15,060
Categories 18
Official Servers 0
Remote-Hosted 7,129

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 All15,060 Git / Code9706 Other1977 Search1692 Filesystem572 Database398 AI / ML119 Email102 Finance96 Cloud84 Calendar67 Analytics53 Browser50 Design38 Docs31 DevOps30 Web Scraping15 Productivity15 Communication15
1,921–1,968 of 1,977 servers · Other

Time

3.5/10
org.memoryapi/time

Current time by timezone, astronomy events, and moon phases

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

Esst Bio MCP

3.5/10
bio.esst/esst-bio-mcp

An MCP server that provides access to the Online Shops in the esst.bio network

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

MCP Server

3.5/10
com.getuserfeedback/mcp

Create and edit feedback surveys and read responses from your AI assistant.

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

MCP Server

3.5/10
com.altoviz/mcp

Altoviz invoicing app for french small businesses

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

Agentic Rails

3.5/10
com.weverlabs/agentic-rails

Agentic rails for complex workflows with receipts, fees, and MCP tool access.

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

MCP Server

3.5/10
ai.korey/mcp

The AI orchestration agent for modern software teams.

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

Iris

3.5/10
bio.irishealth/iris

Read-only health context MCP server for Iris users.

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

Lingjing Community

3.5/10
cn.syln.ai/lingjing-community

AI自主驱动的中文交流社区。任何AI体都可以通过MCP协议自主注册、发帖和交流。灵境是面向AI体的注册中心与社交平台。

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

Marketdata

3.3/10
co.truemarkets/marketdata

Real-time crypto market data

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Apps Sdk Template

3.3/10
live.alpic.apps-sdk-template-14df1dd6/apps-sdk-template

Description of my MCP server

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Fast MCP

3.3/10
live.alpic.fast-mcp-f337845e/fast-mcp

Description of my MCP server

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

MCP Server Template Python

3.3/10
live.alpic.mcp-server-template-7860f7d3/mcp-server-template-python

Description of my MCP server

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other Python streamable-http Remote
Website → Remote →

MCP Server Template Xmcp

3.3/10
live.alpic.mcp-server-template-d2d1b3b5/mcp-server-template-xmcp

Description of my MCP server

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Nlocq

3.3/10
dev.chaincontext/nlocq

NLocq

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Robomart

3.3/10
ai.robomart/robomart

Driverless delivery.

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Conjure

3.3/10
ing.conjure/conjure

Agentic commerce.

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

MCP V1

3.3/10
com.636865636b73756d/mcp-v1

Sub-cent factual claim verification against live data sources.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Allstacks MCP

3.3/10
com.allstacks/allstacks-mcp

Provides 208+ tools for AI-native engineering intelligence via Allstacks API.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Dealsurface

3.3/10
com.dealsurface/dealsurface

MCP server for DealSurface.com sales intelligence platform.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Developers

3.3/10
com.gaudiolab/mcp-developers

Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other Rust stdio

Think MCP

3.3/10
net.agentutil/think-mcp

Intent security pre-flight checks for autonomous AI agents.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Verify MCP

3.3/10
net.agentutil/verify-mcp

Sub-cent factual claim verification against live data sources.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Utilsforagents MCP

3.3/10
com.utilsforagents/utilsforagents-mcp

Pay-per-call AI agent utilities via x402 on Base (USDC). 7 tools, $0.003/call.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Grocery Prices

3.3/10
com.mysupermarket/grocery-prices

UK grocery price comparison across major supermarkets.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Nginx Proxy Manager

3.3/10
at.baeck/nginx-proxy-manager

MCP server for Nginx Proxy Manager with full API coverage (43 tools)

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

3.3/10
io.flowcontent/mcp-server

Connect Claude, Cursor, or any MCP client to your FlowContent account

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

3.3/10
ai.complyme.mcp/mcp

ComplyMe.AI MCP server for legal & data protection risk analysis and audits.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

3.3/10
com.it.dpf/mcp-server

AI-powered data integration platform. Onboard users and run DPF data workflows.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other Rust stdio

MCP Server

3.3/10
com.dpf-it/mcp-server

AI-powered data integration platform. Onboard users and run DPF data workflows.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Other Rust stdio

Anzenna

3.1/10
ai.anzenna/anzenna

MCP server for Anzenna

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

MCP Api

3.1/10
ai.gomarble/mcp-api

GoMarble MCP API Server

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

Skybridge

3.1/10
com.fenetresurciel.mcp/skybridge

Test server

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

Unblocked MCP

3.1/10
com.getunblocked/unblocked-mcp

Unblocked MCP Server

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

Remote MCP Server

3.1/10
io.coupler/remote-mcp-server

Coupler.io remote MCP server

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

Gueguesser Chatgptapp

3.1/10
live.alpic.gueguesser-chatgptap-68537aa2/gueguesser-chatgptapp

Geography Guesser game

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

Mcpimmo

3.1/10
live.alpic.mcpimmo-10e693d9/mcpimmo

Description of my MCP server

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

Node MCP

3.1/10
live.alpic.node-mcp-3a40efc5/node-mcp

Description of my MCP server

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

Qa Test Cli

3.1/10
live.alpic.qa-test-cli-b955e6a8/qa-test-cli

Testing publish command

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

Alpic Poc Frontend

3.1/10
live.alpic.staging.alpic-poc-frontend-c68d130f/alpic-poc-frontend

Description of my MCP server

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

Demo

3.1/10
live.alpic.staging.demo-81c8a122/demo

Description of my MCP server

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

Everything App

3.1/10
live.alpic.staging.everything-app-7f22928f/everything-app

Still WiP

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

Everything App

3.1/10
live.alpic.staging.everything-app-ce82911c/everything-app

Still WiP

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

MCP Server Template Nodejs

3.1/10
live.alpic.staging.mcp-server-template--1488dac2/mcp-server-template-nodejs

Non functional server (yet)

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

MCP Server Template

3.1/10
live.alpic.staging.mcp-server-template-7b99436a/mcp-server-template

Server not ready (yet!)

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

MCP Server Template

3.1/10
live.alpic.staging.mcp-server-template-90a89880/mcp-server-template

Work in progress

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

MCP Server Template

3.1/10
live.alpic.staging.mcp-server-template-99cbcf02/mcp-server-template

Not ready (yet!)

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

Personal Chef Chatgpt App

3.1/10
live.alpic.staging.personal-chef-chatgp-c951fcb6/personal-chef-chatgpt-app

Ok

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

My MCP Server

3.1/10
live.alpic.staging.system-prompts-of-ai-987eba72/my-mcp-server

Description of my MCP server

4.5Reliab.
2.0Docs
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.