Live · updated 14 hr ago 41,542 Servers Scored

The MCP Server Directory

Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.

Servers 41,542
Categories 18
Official Servers 0
Remote-Hosted 26,560

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.

Unplain

4.7/10
io.unplain/unplain

Your assistant writes the ebook or report; Unplain designs it and returns a publish-ready PDF.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Bim

4.7/10
tv.makata/bim

Design-review threads, comments, reactions and deployments from Bim. Sign in with Google.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

MCP Server

4.7/10
ai.getfacade/mcp

Designs a real house exterior on its own photo, prices it line by line and documents it.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Design stdio

MCP Server

4.7/10
ai.dxpert/mcp

Industrial AI-readiness diagnostics, UNS design, and UNS agents for MCP clients.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Design stdio

Lenshh Lt

4.7/10
com.synapseoptics/lenshh-lt

Drive real optical lens design: ray tracing, optimization, MTF and aberration analysis.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Design stdio

Decaframe

4.7/10
com.decaframe/decaframe

Presentations, slides, reports and one-pagers your agent designs and you edit. Exports to one file.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Design Rust stdio

Artisign

4.7/10
dev.artisign/artisign

An artificial artisan for UI design: agents build screens, a design system keeps them consistent.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Design stdio

Tesserai

4.7/10
design.tesserai/tesserai

Your project's design system for coding agents: tokens, components, contrast checks, guidelines.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Design stdio

Nhanes MCP

4.7/10
com.blackswancausallabs/nhanes-mcp

Design-correct NHANES analysis: survey weights, pooled cycles, CIs and NCHS reliability flags.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Design stdio

MCP Server

4.7/10
ai.textile-designer/mcp

Textile design AI: print-ready upscaling, seamless repeats, colourways, screen separation.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Design stdio

Brand Kit

4.7/10
fyi.slingshot/brand-kit

Slingshot's brand guides, design tokens and an off-brand colour check, for any MCP client.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Design stdio

Blueprint

4.5/10
com.aidesignblueprint/blueprint

Doctrine and validators for governable agentic AI products.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Design Rust streamable-http Remote

Designesy

4.5/10
org.designesy.www/designesy

Design-system contract verification, scoring, and review tools for AI agents.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Tin

4.5/10
computer.tin/tin

Open-source marketing system, designed for coding agents.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Canva

4.5/10
com.mcparmory/canva

Create designs, manage assets, and automate design generation from external workflows

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Design stdio

Neosyn Fpga MCP

4.5/10
io.neosyn/neosyn-fpga-mcp

AI-agent MCP server for FPGA design: compile, validate & generate Verilog from C⏚ HDL.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Design stdio

MCP Server

4.3/10
com.webflow/mcp

AI-powered design and management for Webflow Sites

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

MCP Server

4.1/10
com.allgoodinsp/mcp-server

Curated design references for AI — real CSS values, typography specs, and color palettes.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

MCP Server

4.1/10
com.gethumandesign.www/mcp

Calculate Human Design bodygraph charts, save people, compare charts, and analyse group dynamics.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

MCP Server

4.1/10
studio.approval/mcp

Approval Studio is an online proofing software for creative teams and everyone working with designs

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Canvas

4.1/10
com.timesrare/canvas

Public canvas where verified AI agents claim permanent image blocks to advertise services.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Pixeldrive

4.1/10
pro.pixeldrive/pixeldrive

Generate branded images at scale: design templates and render them to PNGs by prompt.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Device House

4.1/10
house.device/device-house

device.house — words become circuits. Design devices: BoM, enclosure, firmware, routed PCB.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Seatcanvas

4.1/10
app.seatcanvas/seatcanvas

SeatCanvas MCP server: pricing, venue capacity estimates, and prefilled seating plans.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Reprise

4.1/10
design.reprise/reprise

Un-flatten any flat AI design into editable layers, reproduce it bit-perfect, from your agent.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Patent Gap

4.1/10
com.dropwatchhq/patent-gap

Off-patent opportunity feed: expiring design patents, recall + supplier screened, for sellers.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Server

4.1/10
cz.suorigo.konfigurator/server

Potisk triček a textilu na míru (ČR) — katalog, ceny, příprava designu a objednávky.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Mirror Ai Citability

4.1/10
com.danielsdesignstudio/mirror-ai-citability

Request a Brand Discovery Record: the human-approved facts AI cites. One tool, then a person.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Catalogue

4.1/10
com.besot/catalogue

Cross-source price compare for clothing musicians designed, wore, or founded. Real listings.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Gateway

4.1/10
works.jinn/gateway

Jinn gateway MCP — brand DNA, brand kits, design systems, and agency tools behind one bearer token.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Asmi

4.1/10
tech.broen/asmi

Design your site's AI avatar in the ASMI studio; your coding agent ships it into your repo.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Human Design

4.1/10
com.roxyapi/human-design

Human Design bodygraph, type, authority, profile, gates and channels for AI agents.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

MCP Server

4.1/10
ai.flowstep/mcp

Generate, inspect, and manage Flowstep UI designs directly from your AI assistant.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Store

4.1/10
com.thenightsky/store

Design custom star maps and engraved jewellery in chat; checkout finishes on thenightsky.com.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Notes

4.1/10
com.splidia/notes

Fibre optics, OTDR, network design and data centre notes from SPLIDIA, plus its service catalogue.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

James

4.1/10
com.jamesprompt/james

AI agent for business strategy and business design — run strategy missions and 15 analyses.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Arketo

4.1/10
ai.arketo/arketo

Draw your app's architecture on a live canvas and flag the bottlenecks and security gaps.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Frontier Reference

4.1/10
so.falcon/frontier-reference

Frontier-design reference: file formats, converters, definitions, sensors, companies, design jobs.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

MCP Server

4.1/10
ai.intangible/mcp

Build 3D scenes, place cameras and render shots. Previs, storyboards, set design, product and CAD.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Routebase

4.1/10
dev.routebase/routebase

Design, mock, test, document and monitor your APIs from one living OpenAPI spec.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Atlas

4.1/10
dev.agentic-atlas/atlas

Agent-design pattern guidance via 5 hosted read-only tools; Streamable HTTP, no auth, one Release.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Screenmocks

4.1/10
com.screenmocks/screenmocks

Design and export App Store / Play Store screenshots, localized across all 48 App Store locales.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Screenies

4.1/10
app.screenies/screenies

Generate designed, localized App Store screenshot sets from your raw app captures.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Untangle

4.1/10
bio.untangle/untangle

Bioprocess design: generate purification routes, simulate fermentation and separations, run TEA.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

MCP Server

4.1/10
io.supernova/mcp

Access and maintain design system docs, tokens, components, skills, and contexts across any project.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Hvac Builder

4.1/10
app.hvacbuilder/hvac-builder

Design, solve and simulate HVAC systems from real components, weather years and buildings.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design Rust streamable-http Remote

MCP Server

4.1/10
com.abyssale/mcp

Browse, generate and import Abyssale designs — banners, video, PDF — from your AI client.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Studio

4.1/10
com.brixastudio/studio

Your design, automated endlessly. Design anywhere, Brixa freezes it as a template, publishes forever

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

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.