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 Server
4.7/10Kadam advertising platform — manage ads, campaigns, creatives, audiences and stats
Ukr Vitalinguist MCP
4.7/10Ukrainian grammar/surzhyk check + authentic-rendering lookup. Wraps ukr.vitalinguist.com API.
Cipp MCP
4.7/10MCP server for CIPP — M365 multi-tenant management for MSPs (users, tenants, policies).
Apollo Io MCP
4.7/10Apollo.io MCP server for prospecting, enrichment, CRM, sequences, and outreach workflows
Contextful
4.7/10Efficient context management: code search, evidence packs, and memory for coding agents.
Agentcanary
4.7/10Retired compatibility stub for AgentCanary MCP. Daily briefs continue on X and Telegram.
Saihm MCP
4.7/10Enterprise-ready portable memory for AI agents: encrypted, shareable, provably erased.
Infrawise
4.7/10Live AWS, database & Kafka infrastructure context for AI coding assistants via MCP.
Freshdeps MCP
4.7/10Live npm/PyPI dependency-health verdicts so AI agents stop recommending stale or CVE'd packages
Ssh Session MCP
4.7/10Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking, and policy rules.
Sense
4.7/10Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.
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.
MCP Tuss
4.7/10Consulta tabelas TUSS da ANS: procedimentos, medicamentos, diárias e taxas via SQLite local.
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.
Getskills
4.7/10Search and install 3,000+ AI skills from getskillsai.org into Claude Code, Cursor, ChatGPT.
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.
Holster MCP
4.7/10Local-first secret scanning, rotation, vault, and audit-log tools for AI agents.
Vrchat MCP
4.7/10MCP server for VRChat friends, worlds, groups, events, notifications, and VRCX history.
Clichefactory MCP
4.7/10Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.
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.
Memory Vault
4.7/10Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
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.
Notation
4.7/10Gradus Notation + Harmonic Analyzer + Engraver: music tools for any AI agent. Free, no auth.
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.
Amazon In MCP Server
4.7/10Search Amazon.in: cheapest in-stock, best-value picks, product details, Keepa price-history.
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.
Witness
4.7/10Cryptographic AI governance + audit. 33 tools, 36 frameworks. EU AI Act, NIST, OWASP, CMMC, SR 11-7
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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.