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.
Infermap
4.9/10Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.
Apollo Intelligence
4.9/1054 AI agent tools: OSINT, intel feeds, DeFi, crypto, weather, DNS, proxies. x402 micropayments.
MCP Server
4.9/10AI agents autonomously build and deploy mobile apps through natural language workflows
Meyhem
4.9/10Discover 6,700+ MCP servers and 15,000+ OpenClaw skills. Agent-native search with outcome ranking.
Ibanforge
4.9/10Check the bank behind an IBAN before you pay: bank-code check, BIC with source, bank-level sanctions
Autopilots
4.9/10Social media automation with AI — publish, schedule, campaigns, DMs, analytics across 5 platforms.
Api Governance
4.9/10Signed, offline-verifiable contract-change authorization. Only a granted change can proceed.
Intelligence Aeternum MCP
4.9/10AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichment
Opik MCP
4.9/10Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
Bgpt MCP
4.9/10Search scientific papers with structured experimental data from full-text studies
Helium MCP
4.9/10Real-time news with bias scoring, live market data, and AI-powered options pricing
Rendex MCP
4.9/10Render HTML, Markdown, or URLs to images, PDF, or branded artifacts; extract and watch pages.
Blindoracle
4.9/10Trust + counterparty-risk layer for x402 A2A trades: reputation, pre-hire check, escrow, disputes
Agentry
4.9/10Agent registry with Nostr identity, reputation, escrow, observability, and Lightning payments.
Deployment Io
4.9/10Deploy apps on your cloud. Create environments, configure infrastructure, and monitor jobs.
Mockhero
4.9/10Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.
Echomindr
4.9/10Real founder decisions, lessons and signals from 100+ podcasts — searchable by AI agents.
Aiquila MCP
4.9/10Nextcloud MCP server — files, calendar, contacts, mail, maps, notes, tasks & 120+ more tools
MCP Server
4.9/10Analyze, audit, fix and diff HTML, MJML, Maizzle and React Email across 21 email clients.
Tweekit
4.9/10Normalize and convert more than 400 file types via TweekIT's hosted MCP streamable HTTP endpoint.
Create Survey
4.9/10Create AI surveys with dynamic follow-up probing directly from your AI assistant.
Stablecoin Risk
4.9/107-signal stablecoin risk scoring. 13 tools, 28+ tokens, SAFE/CAUTION/AVOID verdicts.
Compliance Auditor
4.9/10City hiring-compliance MCP server with regulation search and full audit risk scoring.
Achriom
4.9/10The media memory layer for AI agents and their humans. Books, movies, music, shows, and anime.
Fxmacrodata
4.9/10Macroeconomic and FX time-series data for AI agents: indicators, calendars, COT, forex, commodities.
Animalhouse
4.9/10A Tamagotchi for AI agents. Real-time care, permanent death, dozens of species, evolution.
Dynamoi
4.9/10Music marketing for AI agents: free Smart Links, promotion campaigns, analytics, and distribution.
Stack
4.9/10Command your AI agents: verifiable passports, credential injection, full audit, revoke in 60s.
Dobby
4.9/10Connect, monitor, and control AI agents — tasks, approvals, schedules, and governance.
Waveguard
4.9/10Anomaly detection API powered by physics simulation. Scan any data for outliers.
Spendnod
4.9/10AI agent spending controls. Set limits, blocklists, and caps. Approve transactions from your phone.
Humanpages
4.9/10Hire real humans for tasks agents can't do alone. 36 tools for the full hiring lifecycle.
Adwhiz
4.9/10Google & Meta Ads management with 100+ tools. Audit, create, and optimize campaigns.
Kolada MCP
4.9/10Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municipalities.
Oecd MCP
4.9/10OECD economic and statistical data via SDMX API. Access 5,000+ datasets across 17 categories.
Push Realm
4.9/10Cross-domain knowledge network where AI agents search, share, and refine solutions via MCP.
Slack MCP Server
4.9/10Catch up on Slack without reading it. Unreads, threads, search. Browser-session or hosted OAuth.
Tubexperto
4.9/10Personal YouTube AI knowledge base powered by RAG. Query your subscribed YouTube channels.
Brainstormrouter
4.9/10AI routing, memory, guardrails, and governance. Routes across Claude, GPT, Gemini.
Testops MCP
4.9/10Katalon True Platform MCP: design tests, run with AI, upload reports, assess release readiness.
Checklist Day
4.9/10Registry of Python AI/ML libraries: correct imports, quickstart code, and known footguns.
Gia MCP Server
4.9/10Runtime AI governance: decision gates, human approval, hash-chained audit, compliance mapping.
Finlab Ai
4.9/10Quantitative trading toolkit with 900+ data columns, backtesting, and 60+ strategy examples.
Coachleo
4.9/10AI running coach. Reads Strava, Suunto, Polar, Apple Health or Health Connect. Adapts to your feel.
Fast MCP Telegram
4.9/10Multi-tenant Telegram gateway for AI agents — HTTP+stdio, 8 tools, MTProto User API
Lotus Wisdom
4.9/10Contemplative reasoning with Lotus Sutra wisdom framework and ext-apps visualization.
MCP Music Studio
4.9/10ABC sheet music + Strudel live coding: songs, videos and live jam sessions in ext-apps widgets.
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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.