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.
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.
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.
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.
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.
Eeg MCP
4.7/10Real-time EEG: BrainFlow streaming, wall-clock replay, online DSP, recording, and stimulation.
Hypruse
4.7/10Computer use for Hyprland: semantic desktop state over IPC, plus vision and native input
Witness
4.7/10Distills your sessions or any text corpus into a dated history of how its subject changed.
MCP Quickbooks
4.7/10QuickBooks Online MCP server for invoices, customers, and payments. OAuth 2.1 + PKCE, stdio/HTTP.
Br8N
4.7/10Capture dev context on interrupt; replay it as a 30-second resume card. Git stash for your head.
Betbetter MCP
4.7/10Free sports model win probabilities and fair odds for nine sports. No API key required.
Aviation Accident Analysis
4.7/10Aviation accident report parsing and prompt generation service under the SHELL framework.
Obsbot MCP
4.7/10Control an OBSBOT Tiny 2 camera: pan/tilt/zoom, AI tracking, focus, exposure, snapshots, recording
Swiss Geodata MCP
4.7/10Swiss federal geodata (geo.admin.ch): layers, spatial identify, zoning, heights, LV95 conversion
Maket
4.7/10Compose branded visual documents with live preview, data collections, validation, and PDF export.
Hyperevm MCP
4.7/10Read-only Hyperliquid and HyperEVM data: yields, protocols, fees, markets, funding, depth.
Scalepad MCP
4.7/10MCP server for ScalePad — Core, Lifecycle Manager, ControlMap, Backup Radar, and Quoter.
Oh My Cassette
4.7/10Chat-driven AI video montage: beat-synced cuts, auto-matched music, subtitles, transitions.
Orphograph
4.7/10Anchor a file's SHA-256 fingerprint to Bitcoin. The file never leaves the device.
MCP Server Reddit Ads
4.7/10Reddit Ads API v3: campaigns, ad groups, ads, reports, plus working writes with safety tiers.
MCP Yandex Kit
4.7/10A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks.
Us Macro MCP
4.7/10US macroeconomic data from FRED: inflation, employment, growth, housing, rates, recession signals.
Deputy Workforce MCP
4.7/10Read-only Deputy coverage, workload, timesheet, availability, and staffing signals.
Lindas MCP
4.7/10MCP server for LINDAS — the Swiss administration's linked-data SPARQL knowledge graph (cube.link)
Swiss Housing MCP
4.7/10Swiss Register of Buildings and Dwellings (GWR/RegBL): EGID/EWID lookup, geocoding, housing stats
Swiss Procurement MCP
4.7/10Swiss public procurement (simap.ch): tenders, awards, CPV codes, all cantons + federal, read-only
Cadloop Openscad
4.7/10Compile OpenSCAD, read computed values, preview and measure the mesh, without a GUI.
Ocm MCP Server
4.7/10Guardrailed fleet ops for AI agents: multi-cluster Kubernetes via OCM with policy, approval, audit.
Visualtorch
4.7/10Render PyTorch architecture diagrams and animated GIF reveals from trusted model source.
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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.