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.
Hardware Probe
4.5/10Hardware probe for performance diagnostics, thermal monitoring, and LLM optimization.
Personal Finance MCP
4.5/10Self-hosted, read-only MCP server that connects your banks and investments via Plaid.
Agentic Research
4.5/10Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
Strata
4.5/10Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
MCP Server
4.5/10APITier utility APIs as MCP tools: validation, UK/India address lookup, barcode/QR, data conversion.
Ascript MCP
4.5/10Control Android/iOS/Windows devices from Claude, Cursor, and other AI tools. iOS without jailbreak.
MCP Server
4.5/10Persistent memory + causal root-cause analysis for AI coding agents. 123 MCP tools. EU, GDPR.
MCP Einvoicing Be
4.5/10Belgian e-invoicing MCP server: Peppol BIS 3.0, UBL 2.1, EU PINT v1.0.1, Mercurius.
Mailchimp MCP Server
4.5/10Mailchimp via MCP: draft, test, and send campaigns; manage audiences and subscribers; pull reports.
Staruml MCP
4.5/10MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP.
MCP Gera Clinic
4.5/10Search doctors, check availability, book medical appointments. 7 tools. 50+ countries.
MCP Gera Nexus
4.5/10GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. Launching 2026.
Claude MCP Bridge
4.5/10Wraps Claude Code CLI as MCP tools: query, search, structured, ping, listSessions.
Codex MCP Bridge
4.5/10Wraps Codex CLI as MCP tools: codex, review, query, search, structured, ping, listSessions.
Gemini MCP Bridge
4.5/10MCP server wrapping Gemini CLI: query, review, search, structured output, and diff assessment.
Xrplriskscore MCP
4.5/10XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per call in XRP.
Msds Chain
4.5/10Chemical safety intelligence — 23 tools: compatibility, hazards, PPE, compliance, SDS lookup
Comfyui MCP
4.5/10MCP server for ComfyUI: text-to-image, variations, img2img refine, upscale, image proxy.
Shopify MCP
4.5/10MCP server for Shopify Admin API with a ComfyUI bridge for AI product image generation.
Youtube MCP
4.5/10MCP server for YouTube creator-ops with a ComfyUI bridge for AI thumbnail generation.
Rivemcp
4.5/10MCP server for creating and editing Rive (.riv) animation files. 139 tools for AI-driven animation.
Pynet MCP Bridge
4.5/10MCP implementation to connect AI agents with the PyNet Platform for BIM/Engineering automation.
Agentfuse MCP
4.5/10Affiliate API for AI agents -- browse programs, generate tracked links, record conversions.
Toolstem MCP Server
4.5/10Financial intelligence MCP for AI agents — DCF, ratios, comparisons. Pre-computed signals.
Furlow MCP
4.5/10Author FURLOW Discord bot YAML: validate specs, list actions/events/builtins, scaffold bots.
MCP Server
4.5/10Model intelligence for AI agents — syntax, params, pricing for 67+ generative AI models.
Whoop MCP
4.5/10Read-only WHOOP v2 data for MCP clients, with local SQLite cache and CSV/JSONL/Parquet exports.
Envault
4.5/10Secure secret management with a Human-In-The-Loop (HITL) interceptor for agent mutations.
MCP Growi
4.5/10MCP server for Growi Finance — programmatic interaction with the GrowiHFVault on Arbitrum
Rigshare
4.5/10Rent GPUs, robots, drones, and construction gear on RIGShare; also onboards equipment owners.
Honeybook MCP
4.5/10HoneyBook client-portal MCP server for Claude — view contracts and invoices from wedding vendors
Sql Server Analyst MCP
4.5/10Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performance analysis.
Vimo Stock Intelligence
4.5/10Vietnam stock MCP: TA signals, Z/F/M scores, foreign flow, whale detection. 2000+ VN stocks.
MCP Server Find
4.5/10MCP server discovery - find and install MCP servers from Official Registry, Glama, and Smithery
E Arveldaja MCP
4.5/10Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, reports.
Rundeck MCP Server
4.5/1050 tools to manage Rundeck jobs, executions, projects, nodes, and system via MCP
Medigami
4.5/10Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/NPI lookups.
Jira MCP
4.5/10Jira & Confluence MCP: 24 tools for issues, sprints, comments, transitions & wiki. Run via npx.
MCP Server
4.5/10Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.
Memory
4.5/10Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.
Drone MCP Server
4.5/10MCP server for Drone CI/CD with 47 tools for build, repo, secret, user, template and cron management
Pyobfus MCP
4.5/10Obfuscate Python & reverse-map stack traces from your agent. AST-based, no phone-home. PyArmor alt.
MCP Server
4.5/10Tickstem developer tools — manage cron jobs and verify emails from your AI coding assistant.
Scoreflow
4.5/10Query your Scoreflow level, XP, skill tree and leaderboard from inside Claude Code / Desktop.
Sportscore MCP
4.5/10Live scores, standings, top scorers, brackets for football, basketball, cricket, tennis. Free API.
MCP Server
4.5/10SEC filings and financial data for AI agents: 46 tools for financials, valuation and supply chains.
M2Mcent
4.5/10x402 payment wrapper for AI Agents and MCP Servers. USDC settlements on Base L2.
MCP Server
4.5/10Stable eight-tool MCP server for changed-UI assurance, authority-aware UI task context, and repair.
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.