Live · updated 4 hr ago 16,050 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 16,050
Categories 18
Official Servers 0
Remote-Hosted 7,750

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 All16,050 Git / Code10126 Other2184 Search1814 Filesystem614 Database417 Finance215 AI / ML132 Email115 Cloud87 Calendar75 Analytics57 Browser55 Design46 Docs34 DevOps32 Communication17 Web Scraping15 Productivity15
12,577–12,624 of 16,050 servers

Uipath MCP Server

4.1/10
io.github.asklokesh/uipath-mcp-server

MCP server for UiPath API integration

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

Xero MCP Server

4.1/10
io.github.asklokesh/xero-mcp-server

MCP server for Xero API integration

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

Zoho Crm MCP Server

4.1/10
io.github.asklokesh/zoho-crm-mcp-server

MCP server for Zoho CRM API integration

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

Webear

4.1/10
io.github.asume21/webear

Give your AI coding assistant ears — capture, analyze, and describe live audio.

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

Fastmcp Pdftools

4.1/10
io.github.atarkowska/fastmcp-pdftools

An MCP server that provides [describe what your server does]

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

Weather

4.1/10
io.github.atk1-eng/weather

An MCP server for weather information.

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

MCP Weather

4.1/10
io.github.augee99/mcp-weather

An MCP server that provides [describe what your server does]

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

Myinstants

4.1/10
io.github.austenstone/myinstants

Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.

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

Myinstants MCP

4.1/10
io.github.austenstone/myinstants-mcp

Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.

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

MCP Server For Oscal

4.1/10
io.github.awslabs/mcp-server-for-oscal

AI agent tools for Open Security Controls Assessment Language (OSCAL)

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

Atlassian Dc MCP Confluence

4.1/10
io.github.b1ff/atlassian-dc-mcp-confluence

MCP server for Atlassian Confluence Data Center - access and manage content

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

Atlassian Dc MCP Jira

4.1/10
io.github.b1ff/atlassian-dc-mcp-jira

MCP server for Atlassian Jira Data Center - search, view, and create issues

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

Babelwrap MCP

4.1/10
io.github.babelwrap/babelwrap-mcp

MCP server for BabelWrap — give AI agents web browsing superpowers.

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

Agent Skill Loader

4.1/10
io.github.back1ply/agent-skill-loader

Dynamically load Claude Code skills into AI agents without copying files.

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

MCP Flutterwave

4.1/10
io.github.bajoski34/mcp-flutterwave

MCP Server to interact with Flutterwave APIs.

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

Cognos Session Memory

4.1/10
io.github.base76-research-lab/cognos-session-memory

CognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.

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

Nextrole MCP Proxy

4.1/10
io.github.bats64mgutsi/nextrole-mcp-proxy

MCP proxy server for NextRole CV tailoring services

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

Weather

4.1/10
io.github.bellvijay/weather

An MCP server for weather information.

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

Qr For Agent

4.1/10
io.github.benswel/qr-for-agent

Dynamic QR codes for AI agents — custom styling, scan tracking, webhooks

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

Nextscan

4.1/10
io.github.berkayderin/nextscan

MCP server that scans Next.js projects and returns a compact summary

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

MCP Test

4.1/10
io.github.bharath-krishna/mcp-test

A simple MCP server with an echo tool for testing purposes

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

License Compliance

4.1/10
io.github.bighippoman/license-compliance

Scan npm dependencies for license compliance issues. Catch GPL contamination.

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

Memoir

4.1/10
io.github.bighippoman/memoir

Structured session journals for AI agents. Persistent memory across sessions.

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

Agent Lsp

4.1/10
io.github.blackwell-systems/agent-lsp

Stateful LSP runtime for AI agents — 50+ tools across 30+ languages via MCP.

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

Seedflip

4.1/10
io.github.bockenstette1/seedflip

100+ curated design systems for AI coding agents. Design taste, not guesswork.

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

Baozi MCP

4.1/10
io.github.bolivian-peru/baozi-mcp

68 tools for AI agents to interact with Solana prediction markets on Baozi.bet

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

Memwright

4.1/10
io.github.bolnet/memwright

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

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

Neuro

4.1/10
io.github.brain-bbqs/neuro

Neuroscience MCP server (Python)

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

MCP Server Browserbase

4.1/10
io.github.browserbase/mcp-server-browserbase

MCP server for AI web browser automation using Browserbase and Stagehand

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

MCP Server

4.1/10
io.github.browserstack/mcp-server

BrowserStack's Official MCP Server

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

Agrobr

4.1/10
io.github.bruno-portfolio/agrobr

Brazilian agricultural data for LLMs — prices, crops, climate, deforestation.

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

Hypokrates

4.1/10
io.github.bruno-portfolio/hypokrates

Pharmacovigilance hypothesis generation from 15 public drug safety databases

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

Kicad MCP Server

4.1/10
io.github.bunnyf/kicad-mcp-server

MCP server for AI-assisted PCB design with KiCad 9.x

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

Video Editing MCP

4.1/10
io.github.burningion/video-editing-mcp

MCP Server for Video Jungle - Analyze, Search, Generate, and Edit Videos

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

Weather

4.1/10
io.github.byrness/weather

An MCP server for weather information.

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

MCP Server Browser

4.1/10
io.github.bytedance/mcp-server-browser

MCP server for browser use access

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

MCP Server Commands

4.1/10
io.github.bytedance/mcp-server-commands

An MCP server to run arbitrary commands

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

MCP Server Filesystem

4.1/10
io.github.bytedance/mcp-server-filesystem

MCP server for filesystem access

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

MCP Server Search

4.1/10
io.github.bytedance/mcp-server-search

MCP server for web search operations

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

Messages

4.1/10
io.github.cardmagic/messages

Fuzzy search and browse Apple Messages/iMessage from CLI or MCP server

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

Arkova Verification

4.1/10
io.github.carson-see/arkova-verification

Privacy-first document verification anchored to the public ledger.

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

Cashfree MCP

4.1/10
io.github.cashfree/cashfree-mcp

Cashfree MCP server for cashfree docs and APIs

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

Fabrx

4.1/10
io.github.cc1988cc/fabrx

MCP server for Fabrx - Build APIs from documents in your IDE

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

Remembrallmcp

4.1/10
io.github.cdnsteve/remembrallmcp

Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.

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

Statecli

4.1/10
io.github.charo360/statecli

State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.

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

Memory MCP

4.1/10
io.github.chenxiaofie/memory-mcp

情景+实体记忆 MCP 服务，为 Claude Code 提供持久化记忆能力

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

Browser

4.1/10
io.github.cherchyk/browser

MCP server for loading authenticated web pages using Chrome DevTools Protocol

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

Bernstein

4.1/10
io.github.chernistry/bernstein

Declarative agent orchestration for engineering teams

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.