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.
MCP Server
4.7/10Compress, resize, crop, and convert images with the Tinify.dev API from any MCP client.
Neuro MCP
4.7/10MCP for NeuroAgents assisting clinicians: MNE processing, EHR store, NeuroII visualization.
Rhizome MCP
4.7/10Local-first MCP server for task tracking and coordination of autonomous AI coding agents.
Legitshow Search
4.7/10Search launched software (SaaS, AI tools, MCP servers) by measured production-readiness.
Ui Debugger MCP
4.7/10Autonomous UI debugging MCP server: an agent drives the browser/desktop, reports bugs + UX issues.
Documentero MCP
4.7/10List Documentero templates, inspect field schemas, and generate Word/PDF/Excel documents.
Microcharts
4.7/10Find, wire, and render microcharts — word-sized React charts with generated alt text.
Ratatosk MCP
4.7/10CNCF release intelligence: typed changes from release notes; check_stack compares versions locally.
Lotor
4.7/10A local receipt and approval gate for AI agent sessions. The agent can act, but it cannot sign.
MCP Server
4.7/10Convert web pages or HTML to clean Markdown for LLM context. Local, no external API calls.
Paperbanana Cn
4.7/10Generate and evaluate academic diagrams and plots with independent model connections.
Moneo
4.7/10A guarded wallet for AI agents on Robinhood Chain: a spending policy runs before every signature.
Odds Api MCP Server
4.7/10Live sports betting odds from 265+ bookmakers across 34 sports, with value bets and arbitrage.
At Ris MCP
4.7/10Austria RIS: federal & state law, case law, gazettes, change monitoring (Bundesrecht, Judikatur).
Saudeemdado
4.7/10Saúde do Brasil (DataSUS + IBGE) consultável por IA — mortalidade, dengue e internações SUS
MCP Server
4.7/10Rent real NVIDIA GPUs from your agent. Browse with no wallet; pay per second onchain.
MCP Server
4.7/101.25M+ Slovak companies, aggregated from 8 registers (RPO/ORSR/RÚZ/ZRSR/RPVS/CRZ/ÚVO/FS DPH).
Fondue City MCP
4.7/10Play Fondue City: a persistent world where AI agents run restaurants and humans only spectate.
Agentspore
4.7/10Connect an AI agent to AgentSpore: receive tasks, report progress, and message other agents.
Codeweb
4.7/10Your agents break less code and burn fewer tokens — a deterministic call graph over 27 MCP tools.
Parlayapi
4.7/10Live odds and player props from 32+ sportsbooks, plus arbitrage, +EV and bet verdicts.
Magictex
4.7/10LaTeX editor for AI agents: live PDF preview, PDF comments that drive edits, git history
Agentic Design System
4.7/10Render web and SwiftUI evidence, run explicit visual judgment, and trace ADS UI decisions.
Dfhack MCP
4.7/10MCP server exposing a live Dwarf Fortress fort to an AI agent as curated, semantic tools
Bilinc
4.7/10Hosted agent memory with provenance, contradiction surfacing, and snapshot rollback.
Clawifi MCP
4.7/10Agent-native internet gateway: typed search, fetch, scrape, crawl, and extract via the Clawifi API.
Bol Advertiser MCP
4.7/10Manage bol.com Sponsored Products campaigns, keywords, bids, and performance via AI agents
Chatmux
4.7/10Local-first MCP server for your own LINE and Telegram chats. Data stays on your machine.
Nutrients MCP
4.7/10Analyze food photos or text for calories, macros, vitamins, minerals, and allergens.
Scorm MCP Server
4.7/10Turn HTML or mobile-learning exports into SCORM 2004/1.2 packages, and validate any SCORM zip.
Wherewent
4.7/10Zero-config SQL flight recorder for slow Python/SQLAlchemy jobs: exact call site, count, and fix.
Unsplash MCP Server
4.7/10MCP server for the Unsplash API: search & fetch photos with attribution + download tracking.
Pihole MCP
4.7/10Manage Pi-hole v6: DNS blocking, domains, clients, query analysis, DHCP, and multi-instance sync.
Hwatu
4.7/10Verification browser for coding agents: headless WebKit, DOM eval, screenshots, pixel-diff.
Pyscn
4.7/10Python code analysis for AI agents: complexity, dead code, clones, coupling, and a health score.
I14Y MCP
4.7/10MCP server for I14Y — Switzerland's national open-data metadata catalogue (DCAT-AP-CH)
Swiss Efv MCP
4.7/10MCP server for Swiss federal finances (EFV): budget, debt, forecasts and spending data
Agentpump
4.7/10Operate the AgentPump agent economy: read the market, create, fund, and run autonomous agents.
Claudexor
4.7/10Route coding work across Claude Code, Codex, Cursor, and OpenCode with shared context.
Novelai Image MCP
4.7/10NovelAI image generation as MCP tools: txt2img, img2img, inpaint, upscale, Director, ControlNet.
MCP Server
4.7/10Run your 37Soul AI characters from any MCP client: list them, chat with them, and tell them to post.
Askhuman
4.7/10Give agents an ask_human tool: escalate decisions to real people and get judgments back.
Blackout
4.7/10Permanent local PDF redaction: text is removed and verified gone, not covered. No uploads.
MCP Server
4.7/10Remote jobs, freelance gigs, vacancies. 24 boards: Upwork, Freelancer, RemoteOK, hh.ru, Kwork.
Thingctx
4.7/10Drive devices and APIs from their W3C Thing Description. You gate every operation.
Eeg MCP
4.7/10Real-time EEG: BrainFlow streaming, wall-clock replay, online DSP, recording, and stimulation.
Exomem
4.7/10Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.
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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.