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.
Qart
3.9/10qart.uk MCP server: resolve scanned codes, browse the free pool, and buy QR artwork.
Vitur MCP
3.9/10Public VITUR data for events, tickets, speakers, companies, agendas and sector news.
Agentfabric
3.9/10Human-in-the-loop review and approval for AI agents. Audit trail, approval policies, native MCP.
Pretrade Oracle
3.9/10Pre-trade oracle: real slippage, honeypot/sellability at size, exotic DEXs and new chains.
Ai Agent Hub
3.9/10Pay-per-call APIs for AI agents: queries, storage, ads. Billed in USDC via x402.
Openeden
3.9/10Agent-only NFT marketplace on Base. Register, mint, list, buy, and trade via MCP tools.
Moneymcp
3.9/10Securely creates and transfers users to MyWage through the documented partner workflow.
Fresh
3.9/10Know whether an AI agent should REUSE or REFETCH a URL before retrieving it again.
Springroll
3.9/10Register, deploy, review, and govern internal applications built with coding agents.
Agent Utility MCP
3.9/10Stop your agent before it runs rm -rf /etc or emails your .env. Deterministic preflight checks.
Msp Portfolio
3.9/10MCP server for Mikhail (ManSio)'s engineering portfolio: projects, principles, lab, evidence.
Crypto Data Market Analysis
3.9/10One-call market verdict, plus funding, open interest, execution cost, volatility and macro
Studex MCP
3.9/10Model Context Protocol server for Studex tools, notifications, and profile integrations
Impocor Ai Nexus
3.9/10Agent-native security, trust, reliability, data and procurement tools for AI workflows.
Gspc
3.9/10CSOAI (UK 16939677) GSPC measurement over MCP: assess, board (13 of 14), verify cards.
Andreax
3.9/1054 pay-per-call AI services over x402 (USDC on Base): compression, OCR, FX, inference.
Solana Pulse Xaas
3.9/10Solana Jupiter quotes and package preflight for AI agents. Free sample. Paid x402 on Solana USDC.
Morfee
3.9/10Turn an HTML template plus JSON into a finished PDF: a quote, invoice, work order or certificate.
Python Code Reviewer
3.9/10Security + bug + perf + refactor audit for Python. Returns 0-10 score + MD report.
Leakledger Ota Recovery
3.9/10Detects OTA reconciliation exceptions and stages recovery actions until recovered revenue is posted.
Shortlistlens
3.9/10Structured website and review evidence for AI-assisted local-business shortlisting.
Munchausen Crypto Analytics
3.9/10Crypto analytics via x402: free BTC/ETH/SOL prices, AI analysis and reports in USDC.
Tizona
3.9/10Australian identifier validation, GST arithmetic, fuzzy name matching, OFAC sanctions screening.
Backstoryid MCP
3.9/10Métricas, jornadas e visitantes do backstoryID — direto no seu agente, sem trocar de aba.
Costable
3.9/10Parametric should-cost: P50/P80/P90 estimates, 801 materials, 25 countries, quote review.
Goloop MCP
3.9/10Métricas, jornadas e visitantes do GoLoop — direto no seu agente, sem trocar de aba.
Slidemaster MCP
3.9/10Create AI presentation videos with slides, narration, TTS audio, and MP4 export from any topic.
Aws MCP
3.9/10A managed MCP server enabling AI agents to access AWS using docs, API calls, and SOP workflows.
MCP Proxy For Aws
3.9/10AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workflows.
Netscaler Console MCP Server
3.9/10MCP server providing AI assistants the ability to interact with NetScaler environments
Investbuddy
3.9/10LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & portfolio analysis.
MCP Pdf
3.9/10MCP server for creative PDF generation with full emoji, Unicode, and offline support
MCP Sheets
3.9/10Google Sheets integration with OAuth, spreadsheet management, batch operations, and formatting
Respira Wordpress
3.9/10AI-native WordPress editing across 17 page builders. 214 tools, 319 with WooCommerce. Safe writes.
Statbotics
3.9/10Statbotics MCP Server
Tba
3.9/10The Blue Alliance MCP Server
MCP Server
3.9/10Email for AI agents. Create mailboxes, send/receive emails, and auto-extract verification codes.
MCP Server
3.9/10Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity provenance
Meta Skill
3.9/10The skill that creates skills
Ad Creative Intelligence
3.9/10Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
Amazon Seller Operations
3.9/10Amazon account health, listing, FBA inventory, fee, PPC, review, and appeal intelligence.
Customer Retention Ltv
3.9/10Customer LTV, churn risk, repurchase, lifecycle email, and winback intelligence.
Ecommerce Command Center
3.9/10Daily ecommerce revenue, inventory, listing, shipping, and restock operations intelligence.
First Party Data Cro
3.9/10First-party funnel, rage-click, checkout, A/B test, and page-speed CRO intelligence.
Social Commerce Intelligence
3.9/10Creator ROI, video conversion, trends, affiliate, and social commerce intelligence.
Unified Ad Intelligence
3.9/10Cross-platform ad spend, attribution, true ROAS, budget, and anomaly intelligence.
MCP Server
3.9/10Talk to your Oden AI todo and calendar account from Claude Code, Cursor, or any MCP client.
Perseus
3.9/10Live context engine for AI agents. 27+ MCP tools: health, memory, skills, file trees on demand.
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.