The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
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.
Ebenova Insights
4.1/10Reddit and Nairaland keyword monitoring with AI reply drafts.
Ebenova Reddit Monitor
4.1/10Monitor Reddit and Nairaland for product keywords with AI drafts.
Ebenova Scope Guard
4.1/10AI contract scope violation detector. Detect scope creep, draft responses.
Vigil Fraud Alert
4.1/10Proximity-based card fraud detection with AI risk scoring.
Web Task Api
4.1/10Browser tasks, sessions, and recipes for MCP and HTTP automation.
Whatsapp Macos
4.1/10WhatsApp MCP for macOS - Read messages from local DB, send via WhatsApp Web.
MCP Server
4.1/10Domain registrar for AI agents. Search, register, and manage domains via API.
Iranti
4.1/10Persistent, shared memory for AI agents — facts, checkpoints, semantic search.
Siteaudit MCP
4.1/10SEO, performance, and security audits for any URL — no API keys required
Revenue MCP
4.1/10Query MRR, churn, and revenue from Stripe, Gumroad & Lemon Squeezy in Claude
Exerciseapi
4.1/10Give your AI coding agent direct access to 2,198+ exercises via exerciseapi.dev
Can See
4.1/10Let AI agents see and interact with terminal/CLI apps via PNG screenshots
Fiori MCP Server
4.1/10SAP Fiori - Model Context Protocol (MCP) server
Inkbloc
4.1/10Collaborative document workspace with interactive AI blocks
Dejared
4.1/10Explore, analyze, and decompile Java JAR files via MCP
Dns Aid
4.1/10Discover and publish AI agents via DNS using SVCB records (RFC 9460)
Datamuse MCP
4.1/10MCP server for Datamuse word-finding API
Face Recognition MCP Server
4.1/10On-premise face recognition MCP server for 3DiVi Face SDK. No cloud required.
Shipsaving MCP
4.1/10MCP server for ShipSaving — shipping rates, labels, orders, tracking
Agent Media
4.1/10Generate AI UGC videos with talking heads, B-roll, and subtitles.
Logic Server
4.1/10Agent reasoning, memory, and token-optimized context for AI applications.
Meridian Skills
4.1/10Routes AI tasks to dynamic LLM-generated skills via an orbital classifier.
MCP Server
4.1/10Odyssey 앱의 할일·메모·프로젝트·타임라인을 MCP 클라이언트에서 관리
When
4.1/10The WhenLabs developer toolkit — 6 tools, 7 MCP endpoints, one install.
MCP Server
4.1/10Hosted Playwright API for AI agents. Returns a11y trees instead of screenshots.
Federal Compass MCP
4.1/10AI compass from private sector to federal career — USAJobs search, salary, KSA
Aide MCP Server
4.1/10MCP server for NetApp AI Data Engine
Shuck Convert
4.1/10Convert between document formats — DOCX/PDF to Markdown, Markdown to DOCX.
Chainmemory
4.1/10Permanent blockchain memory for AI agents.
Tmux MCP
4.1/10MCP server for tmux — browse sessions, capture output, send commands.
Maboss
4.1/10MCP server for Boolean network simulation and attractor analysis using MaBoSS
Stdio Proxy
4.1/10Undisk MCP: safe file memory for AI agents.
Algolia Search
4.1/10Search multiple indices, index data, and get personalized recommendations
Pplz Agent
4.1/10PPLZ AI Agent — Let AI play your social life simulation automatically.
Penni MCP
4.1/10AI bookkeeper. Connect QuickBooks to Claude Desktop.
Bluecolumn Memory
4.1/10Persistent semantic memory API for AI agents via BlueColumn.
Dataraum
4.1/10Pre-computed metadata context engine for AI-driven data analytics
Allure Testops MCP
4.1/10Allure TestOps MCP — projects, launches, test cases, test results via REST API.
Openaccountants MCP
4.1/10Open-source tax skills for AI across 134 countries.
Certidao
4.1/10MCP server para gerenciamento de certidoes de cartorio via IA.
Prolog Reasoner
4.1/10SWI-Prolog as a logic calculator for LLMs
Gilbert MCP
4.1/10Gilbert meetings: list, search, and fetch transcripts & summaries via MCP.
Thecrawler
4.1/10Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.
Sonarqube MCP
4.1/10SonarQube MCP — projects, metrics, quality gate, issues, worst-metric ranking.
Hebbian Vault
4.1/10Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.
MCP Contradiction Check
4.1/10Find where your notes disagree — contradiction detection for markdown vaults.
MCP Curiosity Engine
4.1/10Surface the notes you forgot you wrote — DMN replay for markdown vaults.
MCP Knowledge Gaps
4.1/10Find what your knowledge base mentions but doesn't actually explain.
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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.