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.
Fylings
4.9/10Search, verify & screen 1M+ African companies + their government contracts across 18 registries.
Runpay
4.9/10Stripe-native marketplace where AI agents discover and pay per call for API services.
MCP Server
4.9/10Keyless non-custodial crypto payments for AI agents: payment links and tip jars, no API key.
Trustedvillas MCP
4.9/10Search and book luxury villa rentals across Europe with real-time availability and pricing.
Portfolio MCP
4.9/10Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless.
Fastcrw
4.9/10Scrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents.
MCP Server
4.9/10Evaluate, benchmark, and simulate AI agents on the VerifyAX agent-evaluation platform.
MCP Server
4.9/10Calendar API for AI agents: events, availability, Google/Microsoft setup, scheduling, and iCal.
Vibedeploy
4.9/10Deploy and host AI-built websites on EU infrastructure, straight from your AI agent.
Listing
4.9/10List on MLS, sell, show, compare and close your real estate property on beycome.
Prism
4.9/10Ask your app anything — revenue, errors, read-cost, growth — and get rendered charts back.
Server
4.9/10Create and manage invoices and customers on Jupiter Invoice (MCP, API-key auth).
Rubrkit
4.9/10MCP-native AI evaluation: rubric audits, eval suites, and proof reports for AI/LLM output.
Washlib
4.9/10Find car wash centers in France, compare prices, check live availability, and look up a booking.
Apis Io
4.9/10Read-only MCP server over the APIs.io catalog — discover APIs, providers, tags & artifacts.
Vibekit MCP
4.9/10Build, deploy & manage hosted apps and chat with their AI coding agents from any MCP client.
Strajkpolski MCP
4.9/10Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judiciary search, RAG.
Ko MCP Worker
4.9/10Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools.
MCP Server
4.9/10cc0pedia CC0 database + cc0.company agent services as MCP tools, paid per call via x402 on Base.
Ddg Agent Services MCP
4.9/10Pay-per-call x402 gateway: agent tools, OpenAI-compatible LLM, market data, RPC, security audits.
Stytrix MCP
4.9/10AI fashion design MCP: generate concepts, models, fabrics & looks live on your StyTrix canvas.
Fraim
4.9/10Accountable AI workforce workflows with jobs, skills, rules, evidence, and mentoring.
Midasflow MCP Quickstart
4.9/10Agent-native crypto market-data over MCP+REST: order flow, whales, liquidations, calibrated scores
Glimind
4.9/10Live reliability for AI agent tools: is it working right now, and how do I call it correctly?
Agentic Directory
4.9/10Independent directory of agentic AI tools — search, compare & recommend via MCP. Read-only.
Tela
4.9/10Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.
Creator Skill V2
4.9/10SKILL-02 (not SKILL-01): AI influencer search on TikTok, Instagram & YouTube. sk_live_ token.
Forkmate
4.9/10Effortless calorie tracking for people who train — just tell your AI what you ate.
Gemus
4.9/10Node-based AI design workflows on the Gemus canvas: generate images, video, 3D, and PPT.
Deerdawn
4.9/10AI session memory: the brief your AI reads before every session so no session starts cold.
Server
4.9/10Agentic commerce + trust MCP: discover, verify, and transact across droplinked's merchant network.
Ground Motion
4.9/10Measured ground motion per US address (NASA InSAR). Self-register, $0.40/report, misses free.
Transcribe
4.9/10Transcribe audio & video to text for AI agents: 100+ languages, speaker labels, webhooks.
Stackfiesta MCP
4.9/10Discover AI tools for game development — 100+ tools indexed by engine, task, and pricing.
Studio
4.9/10Design & price modular raised garden beds and walls: exact bill of materials, EUR price + checkout.
Motley MCP
4.9/10Live NYC family data: neighborhoods, schools, admissions, safety, health, and resources.
Ultramemory MCP
4.9/10One memory, every AI: Claude, ChatGPT, Perplexity, Gemini, Cursor, OpenClaw, Hermes, any MCP client.
Bankstatemently MCP
4.9/10Convert PDF bank statements into structured transactions, accounts, and balances.
Endoflife MCP
4.9/10EOL dates and risk scores for 480+ software products. Check versions, score risk, audit stacks.
Artifactos
4.9/10Save, version & share AI-generated HTML artifacts (canvases, dashboards, apps) as links.
Musette MCP
4.9/10AI soigneur for cyclists: Strava ride to an Ien-Vitse-validated nutrition plan + orderable box.
MCP Server
4.9/10MCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs
Quorel
4.9/10Turn any public website into a clean, versioned, queryable API — with native MCP support.
Mkliniki
4.9/10Real licensed Kenyan doctors, pharmacy and groceries. AI discovery only, payment held in escrow.
Onchain Alpha Lab
4.9/10Paid MCP tools for onchain alpha research, X content analysis, and KOL distillation.
MCP Server
4.9/10KYC, KYB, AML, wallet screening, transaction monitoring, and fraud workflows for AI agents.
Server
4.9/10Read-only bank access for your AI agent. Connects Claude, ChatGPT, Cursor, Gemini, Codex.
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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.