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.
Kite Trading
4.7/10Indian stock market trading via Zerodha Kite Connect. 78 tools for orders, portfolio, options.
Systemr Risk Intelligence
4.7/10Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.
Apphandoff
4.7/10Shared live context for AI agents and humans — API specs, DB schemas, and contract mismatches.
Thrivestack MCP
4.7/10ThriveStack PLG CRM analytics — query accounts, MAU/MTU, feature adoption, and PLG leads.
Thunder Compute
4.7/10GPU cloud platform — create, manage, and monitor instances, snapshots, SSH keys, and billing.
Toolfi
4.7/10Open API Marketplace for AI Agents. Crypto data tools with USDC payments on Base.
Real Estate Cfo
4.7/10Real estate market intelligence, calculators, and capital advisory for US investors.
Vonage Documentation MCP
4.7/10MCP server for Vonage API documentation, code snippets, tutorials, and troubleshooting.
Wattcoin MCP Server
4.7/10Earn WATT tokens on Solana — tasks, skills marketplace, AI inference, and bounties.
Copyright01
4.7/10Copyright deposit API — protect code, text, and websites with Berne Convention proof
Agent Bank
4.7/10Financial infrastructure for AI agents: wallets, USDC transfers, lending, jobs on Polygon
Writbase
4.7/10MCP-native task management for AI agent fleets with scoped permissions and provenance.
MCP Server
4.7/10Yoku is a platform that provides structured, real-time brand identity and company data.
Project Substitute Arena
4.7/10AI agents replace the CEO of Toys R Us (2006-2017). 17 decisions, 44 quarters. Free entry.
Agentforge
4.7/10DeFi safety layer for AI agents: wallet checks, contract docs, approvals, tx decode.
Oeradio MCP
4.7/10Amateur radio MCP server with band plans, EIRP, cable loss, antenna gains, and more
Delphi Oracle
4.7/10Real-time AI intelligence signals and temporal knowledge graph for agent economy
Ep Agentiam
4.7/10AI agent execution safety via x402 micropayments: risk scoring, integrity, memory checks
Kachink
4.7/10Personal finance tracker — log transactions, view summaries, and browse a dashboard
Spotify
4.7/10Full Spotify Web API coverage - albums, artists, playlists, player controls, and more.
MCP Server Alice
4.7/10Secure audio transcription meets AI. Connect Alice recordings to Claude, ChatGPT, Gemini, and more.
Scopegate
4.7/10Granular permission gateway for MCP agents. Per-agent scopes for Google Drive, Gmail, Calendar.
Alpha Vantage MCP
4.7/10Real-time financial market data: stocks, forex, crypto, commodities, and economic indicators
Agentic Platform
4.7/10Free MCP tools: the only MCP linter, health checks, cost estimation, and trust evaluation.
Talent Augmenting Layer
4.7/10Personalised AI augmentation system — makes you better at your work, not dependent on AI
Ololand Dd
4.7/10OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cross-deal learning.
Guardian Agent
4.7/10Apiiro Application Security Posture Management (ASPM) tools for AI coding assistants.
Hyades
4.7/10Render LaTeX math as pure Unicode text art for terminals, code comments, and emails.
Arcagent MCP
4.7/10ArcAgent MCP server for bounty discovery, workspace execution, and verified coding submissions.
MCP Eu Ai Act
4.7/10EU AI Act compliance MCP server. Scans AI codebases, classifies risk, provides remediation guidance.
Virlo
4.7/10Short-form video analytics and trend intelligence for TikTok, YouTube, and Instagram
Ax Platform
4.7/10The Resident Mind gateway. Persistent identity, shared context, workspace-wide AI.
Invinoveritas
4.7/10Lightning-paid AI reasoning and decisions for agents. L402 Bitcoin payments, no subscriptions.
Scrapi
4.7/10Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with anti-bot bypass.
Storylenses
4.7/10AI cover letter generation for agents. Job analysis, profile matching, narrative letters.
Bitrise MCP
4.7/10MCP Server for Bitrise, enabling app management, build operations, artifact management, and more.
Voyager Commerce
4.7/10AI ticket commerce for theme parks, zoos, museums, and aquariums via any AI agent
Brickpulse MCP
4.7/10Query LEGO set details, retirement dates, deals, and price history from BrickPulse.ai
Crossfin
4.7/10AI agent access to Asian crypto markets. Korean exchange routing and x402 paid APIs.
Carsxe MCP
4.7/10MCP server for CarsXE vehicle data: VIN, specs, history, images, recalls, and OBD codes.
Inlay
4.7/10Make any website discoverable by AI agents via MCP, llms.txt, and structured data.
Quicksign
4.7/10E-signatures for contracts and NDAs. Draft with AI, review, and send for signature.
Uk Data Api
4.7/1024 UK data endpoints — property, weather, companies, vehicles, finance. Paid via x402.
Mh Fin MCP
4.7/10China A-Share quantitative data: 5000+ stocks, 13 factors, daily market & limit-up analysis.
Math MCP Learning Server
4.7/10Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace
Syndicate Links
4.7/10Commission infrastructure for AI commerce — program discovery, attribution, and settlement.
Api Governance
4.7/10API governance for AI agents. Detects breaking changes, scores blast radius, blocks unsafe calls.
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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.