Live · updated 14 hr ago 5,768 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 5,768
Categories 18
Official Servers 0
Remote-Hosted 2,019

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 All5,768 Git / Code3679 Search822 Other641 Filesystem209 Database166 AI / ML42 Email39 Finance29 Cloud27 Calendar20 Browser19 Analytics16 Docs14 DevOps13 Productivity11 Design9 Web Scraping7 Communication5
4,081–4,128 of 5,768 servers

MCP For Api

4.1/10
io.github.appwrite/mcp-for-api

MCP (Model Context Protocol) server for Appwrite

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

Mathgraphs MCP

4.1/10
io.github.architectds/mathgraphs-mcp

Math & statistics graphing, computation, visualization, and validation engine

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

Anki MCP

4.1/10
io.github.arielbk/anki-mcp

MCP server for integrating with Anki flashcards through conversational AI

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

Fattureincloud MCP

4.1/10
io.github.aringad/fattureincloud-mcp

Italian e-invoicing with Fatture in Cloud. Create, send to SDI, manage clients.

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

Google Workspace MCP

4.1/10
io.github.aringad/google-workspace-mcp

Google Workspace Admin via MCP. Manage users, groups, aliases, org units.

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

MCP Server

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

Detect fabrication and hallucination in any LLM output. 30+ models supported.

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

Arpeio MCP

4.1/10
io.github.arpe-io/arpeio-mcp

Arpe.io MCP server for FastBCP, FastTransfer, LakeXpress, MigratorXpress

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

Maven Tools MCP

4.1/10
io.github.arvindand/maven-tools-mcp

JVM dependency intelligence for AI assistants via Maven Central

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

Gnome Ui MCP

4.1/10
io.github.asattelmaier/gnome-ui-mcp

GNOME Wayland desktop automation via AT-SPI discovery and Mutter input.

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

Argocd MCP Server

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

MCP server for ArgoCD GitOps continuous delivery integration

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

Azure MCP Server

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

MCP server for Azure API integration

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

Chanty MCP Server

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

MCP server for Chanty API integration

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

Freshbooks MCP Server

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

MCP server for FreshBooks API integration

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

Harness MCP Server

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

MCP server for Harness API integration

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

Hootsuite MCP Server

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

MCP server for Hootsuite API integration

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

Mailchimp MCP Server

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

MCP server for Mailchimp API integration

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

Powerbi MCP Server

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

MCP server for Power BI API integration

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

Quickbooks MCP Server

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

MCP server for QuickBooks API integration

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

Rancher MCP Server

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

MCP server for Rancher API integration

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

Rundeck MCP Server

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

MCP server for Rundeck API integration

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

Servicenow MCP Server

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

A highly customizable MCP server for ServiceNow API integration

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

Tableau MCP Server

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

MCP server for Tableau API integration

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

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 →

Bamwor MCP Server

4.1/10
io.github.bamwor-dev/bamwor-mcp-server

World geographic data for AI agents. 261 countries, 13.4M cities.

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 →

Agentguard47

4.1/10
io.github.bmdhodl/agentguard47

MCP server for coding-agent traces, alerts, costs, usage, and budget health.

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.