Live · updated 4 hr ago 26,062 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 26,062
Categories 18
Official Servers 0
Remote-Hosted 14,648

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.

Untappd MCP

4.5/10
io.github.chrischall/untappd-mcp

Untappd MCP — search beers/breweries/venues, read check-ins & wishlists, post check-ins

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Flagrix

4.5/10
io.github.flagrix-io/flagrix

Scan GitHub repos and profiles for malware before cloning — commit-pinned risk verdicts for agents

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Kakunin

4.5/10
io.github.kakunin-ai/kakunin

X.509 identity, risk scoring, and audit logging for AI agents. MiCA + EU AI Act compliant.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Kubently

4.5/10
io.github.kubently/kubently

Troubleshoot Kubernetes agentically: natural-language cluster diagnosis via ask_kubently

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Boe MCP

4.5/10
io.github.moureauf/boe-mcp

Bank of England base rate, rate history, historical lookup, and next MPC meeting date over stdio.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Smart Connections MCP

4.5/10
io.github.msdanyg/smart-connections-mcp

Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Devutils MCP Server

4.5/10
io.github.paladini/devutils-mcp-server

36 local developer utilities for AI agents. Hash, encoding, UUID, JWT, JSON, network, text.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Slope MCP

4.5/10
io.github.patwalls/slope-mcp

Proprietary B2B creator-velocity data: ranked board, live breakouts, and audience-growth curves.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Arkgate

4.5/10
io.github.pedroknigge/arkgate

When the agent writes a bad import, the write doesn’t land. The same check fails the pull request.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Perforce Agentic Gateway

4.5/10
io.github.perforce/perforce-agentic-gateway

Local MCP gateway that proxies AI clients to many MCP servers with a token-efficient code mode

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Posecode MCP

4.5/10
io.github.posecode-dev/posecode-mcp

Author, ROM-validate, and render 3D human movement (.posecode) with a shareable playground link.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Draftlytic MCP

4.5/10
io.github.rbsoftwaresystems/draftlytic-mcp

Offline MCP server for planning structured project specs — validate, render, and checklist tools.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Gwsadm MCP

4.5/10
io.github.shigechika/gwsadm-mcp

MCP server for Google Workspace security auditing — login audit, external sharing, daily brief

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Patina Unity MCP

4.5/10
io.github.taygunsavas/patina-unity-mcp

Control the Unity Editor from MCP hosts through a local Rust server and C# Unity bridge.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Redis MCP

4.5/10
io.github.upstash/redis-mcp

Run Redis commands and look up Upstash Redis Search docs against Upstash Redis over HTTP or TCP.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Server

4.5/10
ai.callmcp/server

One MCP tool contract for telephony — any call provider, hosted, local, or BYOK.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

Plugin

4.5/10
ai.circulara/plugin

Circulara Observe MCP plugin - meters your AI agents' token spend and carbon, free tier.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Other Rust stdio

Engrava

4.5/10
ai.sovantica/engrava

Tamper-evident audit, MindQL, and Action Records — embedded memory database for AI agents.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio

MCP Server

4.5/10
dev.yafl/mcp

Agent-first E2EE file transfer over MCP: move files between machines in one tool call, gone in 24h.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Repiscope

4.5/10
io.github.3xpr1ment/repiscope

Read-only MCP server: your agent sees all your sibling repos but structurally cannot touch them

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server Kalshi

4.5/10
io.github.9crusher/mcp-server-kalshi

MCP server for end-to-end trading on Kalshi prediction markets: discover, research, trade.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Nyc Restroom MCP

4.5/10
io.github.DanielOrtiz0220/nyc-restroom-mcp

Find NYC public restrooms and their latest Parks inspection status, from NYC Open Data

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Tmdb MCP

4.5/10
io.github.Grinv/tmdb-mcp

MCP server for The Movie Database (TMDB) with IMDb/Rotten Tomatoes/Metacritic ratings via OMDb.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Marocain MCP Server

4.5/10
io.github.Hei33enberg/marocain-mcp-server

{GIN} verdict, M-Value AVM, market facts + semantic search for Moroccan real estate. Moat-safe.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Idamesh

4.5/10
io.github.JordanRO2/idamesh

MCP server for IDA Pro: decompiler, disassembler, and analysis tools for MCP clients.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Stylesafe

4.5/10
io.github.Patrizzos/stylesafe

MCP server and CLI that catches CSS cascade conflicts and Tailwind utility clashes before they ship.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Stylespeak

4.5/10
io.github.Patrizzos/stylespeak

MCP server and CLI that makes CSS legible to AI agents — explains what applies and why.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Qaskills

4.5/10
io.github.PramodDutta/qaskills

Search, inspect, and install 400+ QA testing skills from qaskills.sh into any MCP client.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Laserfiche MCP

4.5/10
io.github.SamuelSHernandez/laserfiche-mcp

MCP server for self-hosted Laserfiche repositories — search and read documents from Claude.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Billy MCP

4.5/10
io.github.Thourum/billy-mcp

Billy (billy.dk) accounting: invoices, journal entries, trial balance, with write protection.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Whoop MCP Server

4.5/10
io.github.Zayden16/whoop-mcp-server

MCP server for the official Whoop API v2: cycles, recovery, sleep, workouts, and profile data

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Songcheck MCP

4.5/10
io.github.afghanfansmedia-ai/songcheck-mcp

Is this song AI or human? Detect AI-generated music (Suno, Udio) from any AI agent.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Akeyless Rta

4.5/10
io.github.akeyless-community/akeyless-rta

Secretless database and cloud access via Akeyless RTA. Credentials never enter the model.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Pdfapi MCP Server

4.5/10
io.github.amranswill/pdfapi-mcp-server

Generate invoice, receipt, and report PDFs from structured JSON via a single API call.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Arxivsub MCP

4.5/10
io.github.arxivsub/arxivsub-mcp

Search arXiv and major AI/ML/CV/NLP/robotics conference papers and their related work.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search Rust stdio

Generate Tech Stack

4.5/10
io.github.askuma/generate-tech-stack

Visual tech-stack inventory of any codebase: languages, frameworks, databases, AI SDKs, infra.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Workflow Generator

4.5/10
io.github.askuma/workflow-generator

Architecture diagram with concurrency capacity and bottleneck estimates from any codebase.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Easytable MCP

4.5/10
io.github.chrischall/easytable-mcp

easyTable restaurant reservations for Claude — availability, and create/modify/cancel bookings

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Hashloom

4.5/10
io.github.davet47/hashloom

Content-addressed contracts and a verification cache that cut agent context by skipping proven code.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ecardwidget MCP

4.5/10
io.github.eCardWidget/ecardwidget-mcp

Send eCards, run bulk campaigns, and automate recurring cards from your AI assistant.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Purify Feeds MCP

4.5/10
io.github.eason4kim-rocket/purify-feeds-mcp

Query CISA KEV / EPSS vulnerability feeds with full per-record provenance and auditable versions

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agentpack

4.5/10
io.github.ihorponom/agentpack

Repo-native task continuity for AI coding agents: a reviewed task-state ledger served over MCP.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Zahori

4.5/10
io.github.josesepulvedapino/zahori

Find the media stream behind any web page: browser-driven HLS/DASH/MP4 with learnable site profiles

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Code Atlas

4.5/10
io.github.lusiem/code-atlas

Code intelligence MCP: symbols, call graphs, change impact + affected tests, routes, search.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

MCP Abap Abap Adt Api

4.5/10
io.github.mario-andreschak/mcp-abap-abap-adt-api

MCP server wrapping abap-adt-api for ABAP ADT development workflows against SAP systems

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Datasaudi MCP

4.5/10
io.github.mohsinmshabbir/datasaudi-mcp

Saudi economic & social statistics (GASTAT/DataSaudi) in English or Arabic. Keyless, no database.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio

MCP Me

4.5/10
io.github.paladini/mcp-me

Expose your personal, professional, educational, and social profile to any AI assistant via MCP.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Prest

4.5/10
io.github.prest/prest

Stdio MCP adapter bridging AI clients to pREST’s HTTP /_mcp endpoint for PostgreSQL APIs.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Free · No spam

New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

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.

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.