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.
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.
MCP Server
4.5/10Real-time currency exchange rates, historical data, and multi-currency lookups via AllRatesToday.
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
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
4.5/1034 stock valuation, financial data, and portfolio management tools for AI agents.
M2Mcent
4.5/10x402 payment wrapper for AI Agents and MCP Servers. USDC settlements on Base L2.
MCP Server
4.5/10Design intelligence for AI-generated UI. Essence spec, registry, drift detection, and critique.
Adclip
4.5/10Ad creative generation via MCP — copy and static images from a JSON brief. Keyless.
MCP Gera Clone
4.5/10GeraClone MCP — discover expert clones, check operator's clone status, start expert chats (consent).
MCP Gera Persona
4.5/10GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (70/30 rev-share).
MCP Gera Skills
4.5/10GeraSkills MCP — search and install robot capability packs on behalf of an operator.
Groupdocs Metadata MCP
4.5/10MCP server for GroupDocs.Metadata — read and remove document metadata via AI agents.
Figbridge
4.5/10Free, local MCP bridge for Figma — HTML, CSS, Tailwind, tokens, agent handoff bundles.
Kubefwd
4.5/10Kubernetes port forwarding for local development with automatic /etc/hosts entries.
Studio Signal
4.5/10AI-powered media & entertainment intelligence — research, briefs, and market data.
Dep Scope
4.5/10Symbol-level npm dependency analysis: scan verdicts, native alternatives, migration prompts.
Spinnaker MCP
4.5/10MCP server exposing Spinnaker CD platform via Gate API for pipeline and deployment management
Qaradar
4.5/10Tells AI agents which files to test first — churn, coverage, and test mapping as risk scores.
Wayforth
4.5/10Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.
MCP Audit
4.5/10Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findings per scan.
Cartograph
4.5/10Local-first reusable implementation registry for AI agents and versioned widgets.
Resy MCP
4.5/10Resy reservation management — search, book, cancel, favorites, and Priority Notify for Claude
Obsidian MCP Secure
4.5/10Secure MCP server for Obsidian with OWASP Top 10 controls and full audit logging.
Codemaster
4.5/10Explore the Claude Code CLI source — browse tools, commands, search code, and more.
Yandex Market Seller
4.5/10MCP server for Yandex Market Partner API — orders, offers, prices, stocks, analytics
Fcp MCP
4.5/10Final Cut Pro MCP — 88 tools: FCPXML engine, live FCP control, media analysis, puppets.
Codabench MCP
4.5/10MCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.
Xuanxue Bazi Matching
4.5/10Deterministic Chinese divination APIs (BaZi/QiMen/ZiWei/MeiHua/LiuYao/LiuRen) x402 on Base.
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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.