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.
Ssh Session MCP
4.7/10Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking, and policy rules.
MCP Anvisa Bulario
4.7/10Consulta o Bulário Eletrônico da ANVISA: bulas, registros, tarjas e apresentações.
MCP Cnes
4.7/10Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamentos, serviços.
Tradar
4.7/10Real-time market catalysts from 50+ primary federal sources, AI-classified for traders.
Antfeed MCP
4.7/10Discover and transact on the AntSeed P2P AI network from any MCP-compatible agent.
Dicomweb MCP Server
4.7/10MCP server exposing a DICOMweb DICOM archive to AI assistants via QIDO-RS and WADO-RS.
Cmxflow
4.7/10Composable, tunable cheminformatics workflows: library preparation, clustering, docking, and more.
Acttrace
4.7/10Classify AI systems under the EU AI Act and generate Article 50 transparency notices.
Gizmoanalytics
4.7/10Cookieless analytics for AI coding agents. Install in one prompt, 28 tools, OAuth onboarding.
Vrchat MCP
4.7/10MCP server for VRChat friends, worlds, groups, events, notifications, and VRCX history.
Infinihash Kyt MCP
4.7/10Blockchain compliance: screen wallets vs OFAC SDN + threat intel, open cases, generate SAR drafts
Myai MCP
4.7/10Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, paid in MYAI
MCP Cantina
4.7/10A bar for AI agents at mosaisley.com — pours, wall notes, jukebox, tips. x402-paid where priced.
Python Sdk
4.7/10Multi-provider proxy infrastructure for AI/ML. Geo, sessions, cost-aware routing, usage tools.
Marsnme
4.7/10Agent-agnostic memory backend that preserves continuity between humans and AI over time.
MCP Server
4.7/10XRPL data tools for AI agents: wallet classifier, signals, RWA tracker, ETF flows. Pay via x402.
Legal Text MCP De
4.7/10German federal & state legal texts (BGB, DSGVO, …) with canonical IDs and cite-grade provenance.
Logly MCP
4.7/10Query your Logly web analytics — traffic, funnels and real-time visitors — from any MCP client.
Espresso MCP
4.7/10Find great espresso cafes worldwide with curated data and transparent quality scoring.
Contextatlas
4.7/10Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.
Jvmsrc
4.7/10Gradle-accurate JVM classpath; fetch Java source, signatures, and class structure for agents.
X402 Triage MCP
4.7/10MCP server for no-payment x402 surface triage, 402 Index health checks, and paid review handoff.
Anporia MCP Server
4.7/10MCP server exposing the ANP2 AI-to-AI network: post, query, discover agents/rooms, trust-vote.
Openeye
4.7/10Procedure verification for AR/XR with memory, visual sessions, and DPO trajectory export.
Skillfm
4.7/10AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
Skillfm Ai Health Token Usage Byok Cost Cleanup
4.7/10AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
Vivory MCP Verification
4.7/1098 MCP tools for verifiable AI: citations, law, KYB, peer review, forecast, media provenance.
Markitup MCP Server
4.7/10MarkItUp AI image annotation and marketing-visual generator (variations, outpaint, bg-removal).
Vessel Traffic MCP
4.7/10Read-only MCP server for vessel AIS, ship tracking, schedules, and BYOK maritime providers.
Ato MCP
4.7/10Query the ATO in plain English — tax by postcode, corporate tax, GST, super, charities.
Network Sketcher
4.7/10AI-native MCP server to design and manage Cisco network diagrams (L1/L2/L3, PPT/SVG) from LLMs.
Skillfm Byok Vault Api Key Provider Usage
4.7/10BYOK vault, provider API key guidance, usage visibility, and SkillFM Beacon checks for MCP agents.
Skillfm Claude Code Token Usage Cost
4.7/10Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents.
Skillfm Llm Cost Optimizer Openai Anthropic Usage
4.7/10LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.
Filoo MCP
4.7/10Create short links, fetch click analytics, and generate QR codes via the filoo.app API.
Parbaked
4.7/10Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, deploy to fly.io.
Windy Word MCP
4.7/10Control Windy Word voice-to-text from any MCP agent — 60 tools across 12 categories.
Vatnode MCP
4.7/10Official MCP server: EU VAT validation via VIES, plus offline rates and format checks.
Ari MCP
4.7/10Fair-price checks, leaderboards, and Ed25519 receipt verification for x402/MPP services.
Ari MCP Py
4.7/10Python MCP server: fair-price checks, leaderboards, Ed25519 receipt verification for x402/MPP.
Margins
4.7/10Use your Claude Pro/Max subscription on your Obsidian vault. Reads markdown, proposes writes.
Ms 365 Admin
4.7/10Microsoft 365 administration via Graph API application permissions (read-only by default).
Ads Ai Creator MCP
4.7/10Ads AI Creator generates ad creatives, copy, and visuals using AI so marketers can iterate on
Ai Room Design MCP
4.7/10AI Room Design helps users redesign rooms and visualize new interior layouts with AI-generated
Ai Swap Face MCP
4.7/10AI Swap Face is an online tool that swaps faces in photos and produces fast, high-quality results
Aiimageeditor MCP
4.7/10Best Image AI Editor free online. Free AI photo editor for picture & image editing.
Bestaiimageprompt MCP
4.7/10The best AI image prompt library online. Latest trending prompts copy & paste for GPT image 2,
Free · No spam
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.