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.
MCP Factory
4.1/10Manifest-driven MCP server scaffolder and runtime hub for tool integrations.
Jobverify
4.1/10Detect fake-recruiter and job-offer scams using free OSINT. No API keys.
Finance Intelligence MCP
4.1/10Personal finance MCP server with budgeting, analytics, and PostgreSQL.
Crossref
4.1/10Search and retrieve scholarly metadata from the Crossref REST API
Orcid
4.1/10Search ORCID researcher profiles, retrieve works, and export citations
Scopus
4.1/10Search Scopus abstracts, authors, and export citations via Elsevier API
Unpaywall
4.1/10Open-access availability for 120M+ scholarly articles via the Unpaywall API
Secure Schema
4.1/10Read-only MCP server for exposing database schema metadata without row data.
MCP Cbr Rates
4.1/10CBR exchange rates and key rates for Russia. MCP tools for finance agents.
MCP Seo Audit
4.1/10Technical SEO site audit MCP: health score, issues, robots, sitemap, JSON-LD.
Bima MCP
4.1/10🛡️ bima-mcp — Kenya Insurance Intelligence MCP Server
County MCP
4.1/10MCP server for Kenyan county-government services and coordination
Diaspora MCP
4.1/10MCP server for diaspora services coordination between East Africa and abroad
Elimu MCP
4.1/10MCP server for education coordination in East Africa (elimu = education)
Familia MCP
4.1/10MCP server for family-services coordination in East Africa (familia = family)
Fomu MCP
4.1/10MCP server for government forms and document workflows in Kenya (fomu = form)
Jumuia MCP
4.1/10MCP server for community-group coordination in East Africa (jumuia = community)
Kazi MCP
4.1/10MCP server for jobs and employment coordination in East Africa (kazi = work)
Kilimo MCP
4.1/10MCP server for agriculture coordination in East Africa (kilimo = farming)
Kra MCP
4.1/10MCP server for Kenya Revenue Authority tax workflows and information
Mkopo MCP
4.1/10💳 mkopo-mcp — Alternative Credit Scoring MCP Server
Nishati MCP
4.1/10MCP server for energy coordination in East Africa (nishati = energy)
Nyumba MCP
4.1/10MCP server for housing coordination in East Africa (nyumba = house)
Sifa MCP
4.1/10⭐ sifa-mcp — Portable Reputation & Skills Passport MCP Server
Soko MCP
4.1/10📊 soko-mcp — Kenya Commodity Price Intelligence MCP Server
Tafsiri MCP
4.1/10MCP server for Swahili translation and language grounding (tafsiri = translate)
Usafiri MCP
4.1/10MCP server for transport coordination in East Africa (usafiri = transport)
Mastyf.Ai
4.1/10Runtime proxy for MCP security, cost governance & audit
Clipbait
4.1/10Turn any video into viral clips and clip live streams, from any AI agent.
Tripadvisor MCP
4.1/10TripAdvisor location search, details, photos, and reviews via the Terra API
MCP Cbr Rates
4.1/10CBR exchange rates and key rates for Russia. MCP tools for finance agents.
MCP Seo Audit
4.1/10Technical SEO site audit MCP: health score, issues, robots, sitemap, JSON-LD.
Agentram MCP
4.1/10Model Context Protocol server for AgentRAM. Persistent memory for AI agents.
Godot MCP Runtime
4.1/10Zero-addon MCP server for Godot 4: agents edit, run, and play-test the game.
Swing MCP
4.1/10MCP server for inspecting and automating Java Swing applications.
Glm MCP
4.1/10GLM (Zhipu/Z.ai) as a ~10x cheaper file-editing subagent for AI coding agents.
Ardupilot MCP
4.1/10Diagnoses ArduPilot DataFlash flight logs over the Model Context Protocol.
Contactapi
4.1/10An open-source API for collecting and managing contacts and signups.
Inhalt
4.1/10An open-source headless CMS for managing content models and entries.
Yourtraffic
4.1/10Open-source, privacy-first web analytics for tracking your sites' traffic.
Fittok
4.1/10Retrieve only the relevant code for a codebase question, within a token budget.
Qsys MCP
4.1/10Control QSC Q-SYS systems over QRC from AI agents or Claude.
Rlg MCP
4.1/10MCP server exposing rlg log streams to LLM agents via JSON-RPC 2.0 over stdio.
Memex
4.1/10Temporal engineering context for agents via MCP.
Aimarket Oracle Gateway
4.1/10Stdio MCP: 17 verifiable AIMarket oracles, 35 pay-per-call tools for AI agents.
Aimarket Plugins
4.1/10Stdio MCP packager: AIMarket hub plugins into self-hosted MCP server products.
Noc.Mcpserver
4.1/10MCP server exposing NiceOneCode's JSON-to-C# converter as an AI-callable tool.
Aisentinel
4.1/10Pre-tool policy enforcement + JSONL audit for AI agents. Apache 2.0.
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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.