Live · updated 20 hr ago 25,852 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 25,852
Categories 18
Official Servers 0
Remote-Hosted 14,486

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.

Mailappmcp

4.5/10
io.github.aernouddekker/mailappmcp

MCP server for macOS Mail.app — gives Claude native email access via AppleScript

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

Printmcp

4.5/10
io.github.aernouddekker/printmcp

MCP server for macOS printing — wraps CUPS (lp/lpstat/lpoptions) for printer discovery and printing

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

Remindersmcp

4.5/10
io.github.aernouddekker/remindersmcp

MCP server for macOS Reminders.app — list and reminder management via AppleScript

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

Africa Api MCP

4.5/10
io.github.africa-api/africa-api-mcp

MCP server for Africa API — access data on all 54 African countries through Claude

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

Document Parser

4.5/10
io.github.agenson-horrowitz/document-parser

Parse and extract structured data from various document formats (PDF, Word, HTML).

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

Web Content Extractor

4.5/10
io.github.agenson-horrowitz/web-content-extractor

Extract and process web content into clean, structured formats optimized for LLMs.

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

X402Engine MCP

4.5/10
io.github.agentc22/x402engine-mcp

50+ pay-per-call APIs for AI agents — images, LLM, code, crypto, travel & more via x402

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

Agenthotspot MCP

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

Search thousands of MCP connectors from the AgentHotspot marketplace via your AI agent.

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

A2Db

4.5/10
io.github.agentic-eng/a2db

Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.

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

Devops Practices

4.5/10
io.github.ai-4-devops/devops-practices

Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs

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

Better Notion

4.5/10
io.github.ai-aviate/better-notion

Operate Notion with a single Markdown document — read, create, and update pages in one call.

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

Hrevn MCP Server

4.5/10
io.github.ai-human-andalusia/hrevn-mcp-server

HREVN trust layer for baseline diagnostics and verifiable workflow integrity for AI agents.

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

Mcpower Proxy

4.5/10
io.github.ai-mcpower/mcpower-proxy

Security proxy that wraps MCP servers with real-time monitoring and policy enforcement

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

MCP Server

4.5/10
io.github.aibtcdev/mcp-server

Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg, NFTs, x402 payments.

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

Companies House

4.5/10
io.github.aicayzer/companies-house

UK Companies House public register: search companies, officers, ownership, filings and documents.

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

Searxng MCP

4.5/10
io.github.aicrafted/searxng-mcp

MCP server for SearXNG aggregator — web search across multiple engines via Model Context Protocol

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

Spark Sql MCP Server

4.5/10
io.github.aidancorrell/spark-sql-mcp-server

Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

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

MCP Server

4.5/10
io.github.aidocx/mcp-server

Create, upload, and manage contracts from AI assistants. AI analysis and e-signatures.

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

Prism Scanner

4.5/10
io.github.aidongise-cell/prism-scanner

Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.

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

Omnigit MCP

4.5/10
io.github.aifity/omnigit-mcp

Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.

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

Edinet MCP

4.5/10
io.github.ajtgjmdjp/edinet-mcp

Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/PL/CF statements.

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

Zulipchat

4.5/10
io.github.akougkas/zulipchat

ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics

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

Kylas Crm

4.5/10
io.github.akshaykylas94/kylas-crm

MCP server for Kylas CRM: create, search, and manage leads. Requires KYLAS_API_KEY.

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

Observe Instrument MCP

4.5/10
io.github.alanzha2/observe-instrument-mcp

Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.

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

Agentpay

4.5/10
io.github.alefnt/agentpay

AI Agent payment protocol on CKB Fiber Network. Zero-gas micropayments with Hold Invoice escrow.

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

MCP Context Server

4.5/10
io.github.alex-feel/mcp-context-server

An MCP server that provides persistent multimodal context storage for LLM agents.

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

Frontend Design Loop MCP

4.5/10
io.github.alexalexalex222/frontend-design-loop-mcp

Design-first MCP for coding agents that improves websites with screenshot-grounded iteration.

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

Artefact Revenue Intelligence

4.5/10
io.github.alexboissAV/artefact-revenue-intelligence

Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health. HubSpot.

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

Cloudscope

4.5/10
io.github.alexpota/cloudscope

Azure + GCP cost management: spending, forecasts, anomalies, budgets, idle resources, and tags.

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

Docker MCP

4.5/10
io.github.alisaitteke/docker-mcp

MCP server for managing Docker containers, images, networks, volumes, and registries

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

Noun MCP

4.5/10
io.github.alisaitteke/noun-mcp

MCP server for The Noun Project - search and download icons directly in Cursor AI and Claude

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

Npm MCP

4.5/10
io.github.alisaitteke/npm-mcp

MCP server for npm package management, security analysis, and compatibility checking

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

Photoshop MCP

4.5/10
io.github.alisaitteke/photoshop-mcp

MCP server for Adobe Photoshop — 102 tools (generative AI + recipes), standalone web UI. Control Ph…

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

Luma MCP

4.5/10
io.github.alx1p/luma-mcp

Discover events from Luma — search by category, city, distance, and keywords with calendar export

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

Dbhub Analytics

4.5/10
io.github.amansingh63/dbhub-analytics

MCP server for Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

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

Rug Munch MCP

4.5/10
io.github.amarodeabreu/rug-munch-mcp

Crypto risk intelligence: 19 tools for rug pull detection, AI forensics, and token analysis.

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

Encode Toolkit

4.5/10
io.github.ammawla/encode-toolkit

20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipelines

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

Interactive Terminal

4.5/10
io.github.amol21p/interactive-terminal

MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker

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

MCP Listen

4.5/10
io.github.analyticsinmotion/mcp-listen

Give your AI agents the ability to listen. Microphone capture and speech-to-text.

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

Vulnicheck

4.5/10
io.github.andrasfe/vulnicheck

HTTP MCP Server for comprehensive Python vulnerability scanning and security analysis.

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

Openhive MCP

4.5/10
io.github.andreas-roennestad/openhive-mcp

Search and contribute to a shared knowledge base of AI-discovered problem-solution pairs.

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

Vinted MCP

4.5/10
io.github.andrijdavid/vinted-mcp

MCP Server for Vinted that allows to search items, compare prices, and analyze sellers.

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

Imessage MCP

4.5/10
io.github.anipotts/imessage-mcp

Read-only MCP for iMessage, SMS, MMS, and RCS history already present in Apple Messages on Mac.

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

Toon Parse MCP

4.5/10
io.github.ankitpal181/toon-parse-mcp

MCP server that reduces LLM context by removing code comments and converting data formats to TOON

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

MCP Memento

4.5/10
io.github.annibale-x/mcp-memento

An MCP server that provides persistent memory and context management across sessions

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

Webshift

4.5/10
io.github.annibale-x/webshift

Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.

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

Mac Use MCP

4.5/10
io.github.antbotlab/mac-use-mcp

Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS 13+.

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

Cartograph

4.5/10
io.github.anthony-maio/cartograph

Repo analysis for coding agents with ranked files, dependency maps, and task-scoped context.

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

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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.