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.
News Server
3.7/10获取今日新闻，支持按分类筛选（科技、商业、科学）
Kairos
3.7/10Astrology decision support: accurate Swiss Ephemeris charts with calibrated classical verdicts.
Scope Analytics MCP
3.7/10Install + query Scope analytics from an AI coding agent (Claude Code, Cursor, etc.).
Gatekeeper MCP Server
3.7/10CAST Dashboard MCP server for compliance, quality, and technical debt insights for AI agents
Almega MCP
3.7/10The immutable delegation frame for AI agents: gate any sensitive action, human-in-the-loop.
Agy Headless Bridge
3.7/10Call Google's Antigravity CLI (agy) headlessly from non-TTY contexts (subprocess, MCP, CI).
Pmcontrols MCP
3.7/10Project scheduling and earned value tools (CPM, PERT, crashing, EVM) for AI agents.
Perpage MCP Server
3.7/10Give AI agents clean, LLM-ready web data — scrape any URL to markdown or extract structured JSON.
Verifiable Memory
3.7/10Memory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic.
Solsigs MCP
3.7/1023 Solana on-chain data tools for AI agents via x402 micropayments + rug-screen token verdict
Dataxplan MCP
3.7/10Read PostgreSQL EXPLAIN plans for AI agents: bottlenecks, estimation errors, fixes, charts.
Oee MCP
3.7/10Overall Equipment Effectiveness tools for AI agents: factors, waterfall, six losses, charts.
Revmng MCP
3.7/10Revenue-management tools for AI agents: seat protection, overbooking, pricing, bid prices, charts.
Amplemcpserver
3.7/10生成随机数MCP Server
Ai Agent Search Optimization
3.7/10Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.
MCP Server
3.7/10trivago's mcp server to find your ideal hotel and compare prices from multiple providers.
Server
3.7/10Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor
Ithz MCP
3.7/10Local deterministic project memory for AI agents with context packs, gates and checkpoints.
Agenza
3.7/10AI agent reputation on ICP.
Webeyez MCP Server
3.7/10Webeyez MCP: Access UX session replays, conversion funnels, errors, and performance diagnostics.
Imperal MCP
3.7/10Build, validate, smoke-test & deploy Imperal declarative IR apps from any LLM or agent.
Reflex
3.7/10Browser automation for AI agents: compressed page snapshots, batched actions, fewer tokens.
Codesentinel
3.7/10AI codebase health analysis: dead code, circular deps, coupling, architectural drift.
MCP Server
3.7/10Run TikTok cold-DM outreach from your LLM: senders, campaigns and inbox via the Hooka API.
Trelix
3.7/10Semantic code search for AI agents — hybrid BM25+vector, call-graph, 20+ languages.
Kube Lint MCP
3.7/10Validate Kubernetes manifests, Helm charts, Kustomize overlays, and FluxCD resources
Acord Bridge MCP
3.7/10Bridge ACORD insurance messages to ONE OS — parse, validate, map, govern (Solvency II / GDPR /
Oscal Generator MCP
3.7/10Generate machine-readable NIST OSCAL packages (SSP/component-definition) + FedRAMP RFC-0024
MCP Server
3.7/10Free & pay-per-call (x402/USDC) risk & momentum scores for nad.fun tokens on Monad.
Veles Finance MCP
3.7/10AI financial agent: due diligence, SEC 10-K, Kelly Criterion. Pay-per-call via x402 USDC.
Cics Bridge MCP
3.7/10Bridge IBM CICS mainframe transactions to ONE OS — parse, map, govern (SOX / PCI-DSS / DORA).
Androidapi MCP
3.7/10Send SMS & WhatsApp, verify OTPs, manage contacts, and control Android devices via AndroidAPI.net.
Kogiqa MCP
3.7/10This web browser has been designed to help your agent debug and develop complex web applications.
MCP Server
3.7/10Local-first security check for AI coding agents: secrets, .env exposure, git-history leaks, CVEs.
Afya Ya Akili MCP
3.7/10afya-ya-akili-mcp
Church MCP
3.7/10church-mcp
County MCP
3.7/10county-mcp
Decision Intelligence MCP
3.7/10classical-strategy-mcp
Diaspora MCP
3.7/10diaspora-mcp
Familia MCP
3.7/10familia-mcp
Habari MCP
3.7/10habari-mcp
Haki Ya Kazi MCP
3.7/10haki-ya-kazi-mcp
Historia MCP
3.7/10historia-mcp
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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.