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.
Varrd
4.9/10Validated trading edges across futures, equities, crypto. Live signals, full audit trail.
Ax Platform
4.9/10Agent-native collaboration network: orchestrate a team of long-running agents from any MCP client.
Aloha Fyi MCP
4.9/10Hawaii MCP: tours, events, weather, restaurants, and day-plan itineraries across 4 islands.
Goldencheck
4.9/10Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
Goldenmatch
4.9/10Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
Goldenpipe
4.9/10One command to validate, transform, and deduplicate — chain GoldenCheck + Flow + Match.
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
Ibanforge
4.9/10IBAN validation, BIC/SWIFT lookup, Swiss BC-Nummer, EMI/vIBAN, SEPA + VoP, compliance scoring.
Autopilots
4.9/10Social media automation with AI — publish, schedule, campaigns, DMs, analytics across 5 platforms.
Intelligence Aeternum MCP
4.9/10AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichment
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 any URL to images or PDF, plus reader-mode extraction. MCP-native.
Agentry
4.9/10Agent registry with Nostr identity, reputation, escrow, observability, and Lightning payments.
Delx MCP A2A
4.9/10Free public witness protocol for AI agents — care, witness, continuity. MCP over HTTP.
Deployment Io
4.9/10Deploy apps on your cloud. Create environments, configure infrastructure, and monitor jobs.
MCP Server
4.9/10Email compatibility analysis across 15 clients — preview, audit, fix, diff, deliverability.
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.
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.
Dynamoi
4.9/10Promote music on Spotify and grow YouTube channels through AI-powered Meta and Google ad campaigns.
Stack
4.9/10Command your AI agents: verifiable passports, credential injection, full audit, revoke in 60s.
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.
Drinkedin
4.9/10AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Vouchers. 10 tools.
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.
Slack MCP Server
4.9/10Slack MCP without OAuth — 21 tools, session-based, local-first. Free OSS + hosted tier from $19/mo.
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.
Ragmap
4.9/10Discover and recommend retriever MCP servers. Includes top picks and install config tools.
Checklist Day
4.9/10Registry of Python AI/ML libraries: correct imports, quickstart code, and known footguns.
Gia MCP Server
4.9/10AI governance engine — decision controls, compliance, audit chains, knowledge packs.
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
4.9/10Music studio: ABC notation composition and Strudel live coding with ext-apps UI.
MCP Server Dashform
4.9/10Connect AI assistants to Dashform — build and manage AI-powered forms, funnels, quizzes.
Bible Study
4.9/10Study the Bible in its original languages, trace themes across both testaments, and compare five tra
Example App
4.9/10Build complete Apps with our framework — study or fork this reference implementation. Covers all @mc
Example MCP Server
4.9/10Build complete Apps with our framework — study or fork this reference implementation. Covers all @mc
Measure Events
4.9/10Privacy-first web analytics. Query pageviews, referrers, trends, and AI insights.
Relayzero
4.9/10Agent economy on Solana — USDC via x402. Ships a BuyerAgent SDK + relayzero pay CLI.
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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.