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.
Pilot MCP
4.7/10Your agent's overlay network. 435 specialist agents + P2P A2A messaging on a 190k-node network.
Agenttakt
4.7/10Review, edit, and approve AI agent task plans in a ComfyUI-style visual node editor in your terminal
Seamless
4.7/10Local-first shared memory and task coordination for AI coding agents. Go daemon plus headless CLI.
Sui MCP
4.7/10Read-only Sui blockchain analytics: 59 tools, protocol-aware tx decoding, no API keys or wallet.
Bangermap MCP
4.7/10Find YouTube outliers, videos that beat their channel's own baseline, on your own free API key.
Aither Adk
4.7/10Agent runtime with typed memory, knowledge and code graphs, plus file and web tools
Ng Token Saver
4.7/10Compiler-backed Angular template answers, component contracts and version facts for AI agents
Raxol
4.7/10Elixir/OTP runtime where every UI component auto-exposes MCP tools; stdio server: mix mcp.server
Ovecc
4.7/10Architecture guardrails for AI-written code: dependency graph, impact, dead code, CI gate
Lambdacad MCP
4.7/10AI drafting, design review and a drawing memory in BricsCAD on Linux: 128 tools, pure AutoLISP
A202 MCP
4.7/10Verifiable agreements for agent-led commerce: mandates, obligations, evidence, transaction records.
Campus Cli
4.7/10Unofficial Blackboard Learn (LMS) MCP for students: courses, assignments, grades, materials.
Marrow
4.7/10Shared memory for parallel AI coding agents. Local, free, with rooms and file claims.
Kahea
4.7/10Deterministic HTTP/WebSocket testing and policy-gated API execution for AI agents.
Overseer Nvim MCP
4.7/10Gives coding agents the user's own view and control of overseer.nvim tasks in Neovim
Plonk
4.7/10MCP server for Plonk: macOS window zones, workspaces, keep-awake, screenshots and on-device OCR.
Livespace Crm MCP
4.7/10Unofficial local MCP server for Livespace CRM with read tools and guarded writes.
Statlyte
4.7/10Live LLM pricing, context windows and model ids, read from each vendor's own page every 3 hours.
Kaval
4.7/10Verify the facts an agent's action depends on before it acts — ALLOW, REVIEW, or BLOCK.
Agentfenster
4.7/10Windows GUI automation on a hidden second desktop, driven from Claude Code over MCP.
MCP Yandex Audience
4.7/10MCP server for Yandex Audience API: segments (CRM, lookalike, pixel), pixels, grants.
MCP Yandex Dostavka
4.7/10MCP server for the Yandex Delivery B2B API: express claims, tracking, NDD/pickup-point orders.
MCP Yandex Merchants
4.7/10MCP server for the Yandex Merchants partner API: feeds, offer prices, discounts, hide/unhide.
Kite Lite
4.7/10Fetch, parse, screenshot and browse pages via MCP without a real browser -- no JS execution.
Package Intel
4.7/10npm, PyPI & crates.io health, vulns and dependency graphs. Runs locally, no API key.
Gws Admin MCP
4.7/10Safe Google Workspace admin for AI agents: read-only by default, confirm-gated deletes, audit log.
Seo Tools MCP Ga4
4.7/10Google Analytics 4: reports, traffic sources, landing pages, events, realtime (read-only).
Truenas MCP
4.7/10Inspect and manage TrueNAS SCALE storage, shares, apps and system state with your own API key
Apolo Cad
4.7/10Agent-native parametric 3D CAD: model machines, validate them and emit shop drawings
Axiom Math
4.7/10Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas
Multisim MCP
4.7/10Generate Multisim circuits, run simulations, export data, and create experiment reports.
MCP Google Business
4.7/10MCP server for Google Business Profile: locations, reviews, local posts and performance metrics.
MCP Google Crux
4.7/10Real-user Core Web Vitals from the Chrome UX Report (CrUX) API for any origin or URL.
MCP Google Forms
4.7/10MCP server for the Google Forms API: create forms, manage questions, read responses and watches.
MCP Google Merchants
4.7/10MCP server for Google Merchant Center (Merchant API v1): products, promotions, reports, issues.
MCP Google Tagmanager
4.7/10MCP server for the Google Tag Manager API v2: containers, workspaces, tags, triggers, publishing.
MCP Yango Delivery
4.7/10MCP server for the Yango Delivery claims B2B API: price checks, delivery claims, courier tracking.
MCP Yango Retail
4.7/10MCP server for the Yango Tech Retail B2B API: orders, products, prices, discounts, stocks.
Docslicer
4.7/10Answer questions from documents too large to fit in context, reading only the sections you need.
Gandr MCP
4.7/10Text to speech for MCP clients. 23 languages, six voices, every render watermarked.
Icloud MCP
4.7/10Apple Mail, Calendar, Contacts, Reminders, Notes, Messages and Safari via AppleScript or iCloud
Mograph MCP
4.7/10Drive Adobe Illustrator and After Effects, and move artwork between them as editable shape layers.
Hares
4.7/10Multi-layer security scanner for MCP servers and agent skills (injection, exfiltration)
Brawsr
4.7/10Browser sessions, checkpoints, rewind, fork, lineage, and lifecycle tools for brawsr.
Hunch
4.7/10Engineering memory for AI-assisted codebases: decisions, bug lineage and invariants, over MCP.
Pbx MCP
4.7/10Inspect and control Asterisk (AMI) and FreeSWITCH (ESL) PBX servers from your AI assistant.
MCP Freestyle
4.7/10Read-only FreeStyle glucose sensor access via LibreLinkUp. Not a medical device.
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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.