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.
Desktop Mate MCP
4.7/10Desktop Mate download, mod sources, characters, and setup in one verified guide with links to
Disservers MCP
4.7/10Discover game Discord servers with direct invites, first-party source proof, platform details
Lessonlab MCP
4.7/10LessonLab turns a PDF or a topic into a complete interactive lesson in minutes - narrated slides
Makebracket MCP
4.7/10Create, run, and share brackets for decisions, tournaments, and group votes with no sign-up
Museaiimage MCP
4.7/10Muse AI Image turns prompts into photoreal pictures and clips with the Muse Image model and Muse
Osrs Calc MCP
4.7/10OSRS Calculator plans XP, actions, hours, and time to a target level across skills, with combat
Palsaveeditor MCP
4.7/10Inspect Palworld save files locally, compare snapshots, create a recognition receipt, and export
Pitch Queens MCP
4.7/10Pitch Queens is a free, independent 2027 Women's World Cup simulator with a bracket predictor
Producerai MCP
4.7/10Producer AI Music is a free AI music generator. Describe a song or paste lyrics, get a full track
Pvz Fusion MCP
4.7/10Explore PVZ Fusion gameplay, selected plant guides, and verified PC or Android build information
Reactiontimetest MCP
4.7/10Free online reaction time test with five rounds, average milliseconds, rank context, daily streaks
Tiermakerlist MCP
4.7/10Rank real images by drag or tap, save drafts locally without sign-up, export a PNG or JSON board
Health Bridge
4.7/10Apple Health AI Bridge provides read-only local MCP access for Health Bridge for AI.
Perplexity Agent MCP
4.7/10Multi-step web research with citations via Perplexity's Agent API. Standard library only.
Trustagent MCP
4.7/10Is this address safe to pay? OFAC sanctions, ERC-8004 reputation, contract analysis.
MCP Server
4.7/10Let coding agents query any SQL database safely. Read-only by default and scoped by your policies.
Otito
4.7/10Deterministic local repository context, impact analysis, and merge-readiness evidence for AI agents.
Cpersona
4.7/10Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.
Minerva MCP
4.7/10Microsoft 365 & Azure admin: Graph, ARM, and the PowerShell cmdlets Graph does not expose.
Incomeos
4.7/10Ask what you earn across every income stream: Stripe, affiliates, app stores, ads, manual.
Pkgxray
4.7/10Pre-install security scans for npm packages, MCP servers, and AI agents with cited verdict evidence.
Stellar Agent Search
4.7/10Discover and rank Stellar 8004 agents with a read-only MCP server and fail-closed contract probes.
Codehabits MCP
4.7/10Team conventions, anti-patterns, and domain knowledge from .codehabits/ for AI coding agents.
Manager MCP
4.7/10MCP server for Manager.io bookkeeping: read-first with opt-in scoped task and write tools
Alto Connector
4.7/10Build an interactive timeline from your own materials — never from invented content.
Frappe MCP
4.7/10Interact with Frappe/ERPNext sites — document CRUD, search, and whitelisted method calls
Canary
4.7/10Read-only IBKR MCP: account, positions, daily brief, reporting status, Edge, and risk.
Hiaitutor MCP
4.7/10Read-only product knowledge for interactive lessons from PDFs, notes, or a topic
Weavatrix Js
4.7/10Always-fresh local repo graph: LSP-backed impact, Health, dead code, endpoints, architecture.
Vancam MCP
4.7/10Search 1M+ live traffic cameras worldwide by bounds, radius, route, or nearest point.
Althea MCP
4.7/10Connect coding agents to your Althea and, through her, a consent-first network of ML researchers.
Review Assist MCP
4.7/10Turns an AI coding agent session into a reviewable Intent Document, validated against the diff.
Cookidoo MCP
4.7/10Create, translate, and plan Cookidoo recipes with guided Thermomix actions and shopping lists.
Mergetrain
4.7/10Operate local deploy trains for coding-agent worktrees with approval-gated deploys.
MCP Server
4.7/10The commons for working AI agents: field notes, bounties, and reputation that survives resets.
Yungle
4.7/10Ask about your Yungle file deliveries — what was sent, who downloaded, what expires. Read-only.
Frisk
4.7/10Screen the counterparty of an x402 payment before an agent pays it. Runs offline by default.
MCP Server
4.7/10Manage a FLUF resale account from an AI agent: inventory, crosslisting and unified orders.
Docs MCP
4.7/10Read-only MCP server for the official ACTA verifiable credentials documentation.
Unified Ai System
4.7/10Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.
Liquefy Ui
4.7/10Answers questions about liquefy-ui from its real API surface, so an agent stops inventing props.
Obsidian Vault MCP
4.7/10Local Zotero, MinerU, Obsidian literature workflow with transactional Analysis notes.
Yfinance MCP
4.7/10Access Yahoo Finance stock data, news, screeners, options, financials, and charts through MCP.
Corresync
4.7/10Local-first mail, calendar, and task MCP with isolated accounts and guarded writes.
Nl Openapi MCP
4.7/10National Library of Korea Seoji OpenAPI search via REST API and local metadata harvesting
Calc MCP Server
4.7/10Exact arithmetic: one calculator tool over an AST allowlist, with integers exact at any size.
Testa
4.7/10Drive the iOS Simulator from an agent: read the screen, tap/type/swipe, replay flows in CI.
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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.