Live · updated 20 hr ago 44,002 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 44,002
Categories 18
Official Servers 0
Remote-Hosted 28,466

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.

Guggach Apartments

4.3/10
io.github.guggach/guggach-apartments

Availability and prices for Guggach Apartments Zurich (read-only).

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Mazzagrp

4.3/10
io.github.itsmeadamdamroma/mazzagrp

21 AI APIs pay-per-call with USDC on Base via x402. No keys, no signup.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Omniforce MCP

4.3/10
io.github.rmb/omniforce-mcp

AI-search visibility: GEO audits, tracked prompts, competitors, citations.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Hourly Rate

4.3/10
io.github.theluckystrike/hourly-rate

Freelance hourly-rate calculator with break-even and what-if scenarios.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Storefront

4.3/10
com.lapxuongtihon/storefront

Catalog, recipes, FAQs and shipping tools for Lap Xuong Ti Hon store.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Teardrop

4.3/10
io.github.HASAVAGE/teardrop

Teardrop MCP gateway: paid tools for autonomous agents (x402, credits).

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Copierparts

4.3/10
io.github.dakai/copierparts

Search copier parts catalog and compatibility data.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Xiaozhaobao

4.3/10
cn.com.xiaozhaobao/xiaozhaobao

中国校园招聘(秋招/春招/实习/提前批)在招岗位、企业档案、投递截止与求职攻略数据。免 API Key、免注册、只读。

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Cn Hotrank

4.3/10
io.github.Aiearn-lab/cn-hotrank

Real-time trending from major Chinese platforms (Weibo, Douyin, Baidu, Zhihu).

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Paperbanana Prompts

4.3/10
io.github.TonyChen56/paperbanana-prompts

Search and read public research figure prompt templates from PaperBanana.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Read Only Local Mysql MCP Server

4.3/10
capital.hove/read-only-local-mysql-mcp-server

MCP server for read-only MySQL database queries in Claude Desktop

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Read Only Local Postgres MCP Server

4.3/10
capital.hove/read-only-local-postgres-mcp-server

MCP server for read-only PostgreSQL database queries in Claude Desktop

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Maximumsats

4.3/10
com.maximumsats/maximumsats

Bitcoin AI + Nostr WoT scoring (12 tools). L402 pay-per-call. 50 free WoT/day.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Microsoft Fabric

4.3/10
com.microsoft/microsoft-fabric

MCP tools for interacting with Microsoft Fabric

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Auto Mobile

4.3/10
dev.jasonpearson/auto-mobile

Mobile device interaction automation via MCP

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Google Play MCP

4.3/10
io.github.AgiMaulana/google-play-mcp

Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Statcan

4.3/10
io.github.Aryan-Jhaveri/mcp-statcan

Access Statistics Canada data via the Web Data Services API

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Hashlock MCP

4.3/10
io.github.BarisSozen/hashlock-mcp

OTC crypto trading with HTLC atomic settlement on Ethereum and Bitcoin

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Teamcity

4.3/10
io.github.Daghis/teamcity

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Debugger

4.3/10
io.github.Digital-Defiance/mcp-debugger

Node.js and TypeScript debugging with 25+ tools for AI agents

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code TypeScript stdio

MCP Process

4.3/10
io.github.Digital-Defiance/mcp-process

Process management and monitoring for AI agents with strict security boundaries

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Screenshot

4.3/10
io.github.Digital-Defiance/mcp-screenshot

Screenshot capture with PII masking and cross-platform support for AI agents

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ontomics

4.3/10
io.github.EtienneChollet/ontomics

Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Q Ring

4.3/10
io.github.I4cTime/q-ring

OS keychain secrets for AI coding agents, over MCP.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Memory Gateway

4.3/10
io.github.IgorGanapolsky/mcp-memory-gateway

Pre-action gates that block AI agents from repeating known mistakes.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Mern MCP

4.3/10
io.github.IrtezaAsadRizvi/mern-mcp

Scaffolds MERN CRUD resources into existing Express and React codebases.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Octocode

4.3/10
io.github.Muvon/octocode

AI-powered code indexer with semantic search and knowledge graphs

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Octofs

4.3/10
io.github.Muvon/octofs

Standalone MCP filesystem tools server — view, edit, shell, workdir.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Modern Cli MCP

4.3/10
io.github.NacoSolutions/modern-cli-mcp

MCP server exposing 104+ modern CLI tools for AI agents with JSON output.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Insaits

4.3/10
io.github.Nomadu27/insaits

Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Provenonce

4.3/10
io.github.ProvenonceAI/provenonce

Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Qiskit Code Assistant MCP Server

4.3/10
io.github.Qiskit/qiskit-code-assistant-mcp-server

MCP server for the Qiskit Code Assistant intelligent code completion

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Qiskit Gym MCP Server

4.3/10
io.github.Qiskit/qiskit-gym-mcp-server

MCP server for qiskit-gym reinforcement learning quantum circuit synthesis

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Qiskit Ibm Runtime MCP Server

4.3/10
io.github.Qiskit/qiskit-ibm-runtime-mcp-server

MCP server for IBM Quantum computing services through Qiskit IBM Runtime

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Qiskit Ibm Transpiler MCP Server

4.3/10
io.github.Qiskit/qiskit-ibm-transpiler-mcp-server

MCP server for AI Transpiler IBM Quantum services

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Qiskit MCP Server

4.3/10
io.github.Qiskit/qiskit-mcp-server

MCP server for Qiskit quantum computing with circuit serialization utilities

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Awesome Copilot MCP

4.3/10
io.github.RbBtSn0w/awesome-copilot-mcp

Model Context Protocol server for awesome-copilot agents and collections

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Security Orchestra

4.3/10
io.github.RobotFleet-HQ/security-orchestra

Multi-agent MCP platform for data centers and critical power.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Satoshi Btc Api

4.3/10
io.github.SatoshiAPI/satoshi-btc-api

L402 Lightning-paid Bitcoin data: price, fees, blocks, sentiment, DCA signals.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Schematic MCP

4.3/10
io.github.SchematicHQ/schematic-mcp

Manage companies, plans, features, and billing through SchematicHQ

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Shaft MCP

4.3/10
io.github.ShaftHQ/shaft-mcp

SHAFT browser automation, capture, and offline deterministic failure diagnosis

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Nelly Elephant MCP

4.3/10
io.github.SpicyRiceCakes/nelly-elephant-mcp

Search and resume past Claude Code conversations. An elephant never forgets.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Sensegrep

4.3/10
io.github.Stahldavid/sensegrep

Semantic + structural code search MCP server for AI-native development.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

MCP Outline

4.3/10
io.github.Vortiago/mcp-outline

Connect AI assistants to Outline for document search, reading, and management

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Launch Engine

4.3/10
io.github.ZionHopkins/launch-engine

Agentic pipeline — 39 tools from idea to revenue for solo founders.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Bbb MCP Server

4.3/10
io.github.aiaiohhh/bbb-mcp-server

Persistent memory + context layer for AI dev teams. 17 tools via MCP.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Thegamecrafter

4.3/10
io.github.alex-gon/thegamecrafter

Design, manage, and price tabletop games on The Game Crafter via MCP.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ai Memory

4.3/10
io.github.alphaonedev/ai-memory

Persistent memory for any AI — zero token cost until recall

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code 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.