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.
Texttospeech MCP
3.9/10MCP server for Text-to-Speech
Marketing MCP
3.9/10MCP server for Marketing
Os Automation MCP
3.9/10MCP server for OS Automation
Airport Transit MCP
3.9/10Incheon Airport (ICN) transit: limo buses, internal shuttles, taxi queues, AREX train schedule.
Bazi Fortune Hub
3.9/10BaZi (八字) MCP gateway + 玄学社区. 12 tools (4 fortune + 5 forum + 3 meta). x-api-key required.
Miinideck
3.9/10Publish AI-generated HTML to a private, unguessable link, straight from Claude or ChatGPT.
Bazi Api
3.9/10Deterministic Korean Saju / BaZi Four Pillars MCP. Day Master, five elements, compatibility.
Numerology Api
3.9/10Deterministic Pythagorean numerology MCP. Life Path, Destiny, Soul Urge, compatibility. No API key.
Technical
3.9/10Technical analysis (RSI, MA, signal score) for 9,400+ global stocks, by ticker or name.
Utility Matrix
3.9/10Free browser-based calculators and analyzers for cloud cost, DevOps, security, and data governance.
Quantumscan Pqc Scanner
3.9/10PQC scanner for GitHub repos and smart contracts. Detects quantum-vulnerable ECDSA/RSA.
Manekami
3.9/10A playful digital shrine for algorithm anxiety — omens, lamps, lanterns. A ritual, not a guarantee.
Token Intel
3.9/10Pay-per-call Solana token rug-risk intelligence via x402. $0.01 USDC, no API key.
Layerz
3.9/10Structured financial modeling for AI agents: build, version, audit models, export to Excel.
Gold Silver Analytics
3.9/10Analytical Re-Rate (RR) Scores + 9-factor breakdowns on ~300 junior precious-metals miners.
Korean Saju Calculator
3.9/10Korean Four Pillars (Saju/BaZi) calculator: pillars, elements, ten gods, sinsal, luck cycles.
Fde Agent
3.9/10Diagnose AI workflows for failure, security, and handoff risks — RED/AMBER/GREEN per node.
Walnut
3.9/10Connect your portfolio to Claude, ChatGPT, or Codex to analyze it and make smarter investments.
Motherwise
3.9/10Certified hypnobirthing & matrescence content (EN+HU) by practitioner Julia Farkas. Paid via x402.
Chief Of Staff
3.9/10Your Team0 AI Chief of Staff, reachable from any agent — answers, acts, and coordinates.
Qencode
3.9/10Create amazing video experiences with the Qencode API, straight from your AI assistant.
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
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.
Rason MCP Server
3.9/10Build, solve, and analyze RASON optimization, simulation, data science, and decision models
Ghl Master
3.9/10The GoHighLevel MCP for Claude — 214 tools, programmatic workflow builder, multi-tenant.
MCP Server
3.9/10Run web performance audits, get code-level fixes, crawl for SEO, and read real-user Core Web Vitals.
MCP Korea Worklife
3.9/10Korean calculators: salary take-home, severance, jeonse-rent, annual leave, VAT, pyeong.
Hourledger MCP
3.9/10Work hours and overtime pay tools — federal, CA, AK, CO, NV rules, every rule covered by tests.
Mobility Quote
3.9/10Route options, fare estimates, ETA, and ride deeplinks via the KLO Mobility A2A agent.
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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.