Categories › Software Development
86 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.
The three most-starred tools here. Not tested together yet.
Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
npm:figma-ui-mcpshadcn/ui for Laravel Blade — discover, read and install BlatUI components, blocks and charts.
https://blatui.remix-it.com/mcpRust-native MCP server for Office document processing
npm:@aimino/opendocswork-mcp| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| io.github.TranHoaiHung/figma-ui-mcp Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back MCP serverGitHub-verified authorLocal · npm | 265 | MIT | ||
| io.github.anousss007/blatui shadcn/ui for Laravel Blade — discover, read and install BlatUI components, blocks and charts. MCP serverGitHub-verified authorRemote | 263 | NOASSERTION | ||
| io.github.Aimino-Tech/office-oxide-mcp Rust-native MCP server for Office document processing MCP serverGitHub-verified authorLocal · npm | 164 | GPL-3.0 | ||
| ExpoKit Search and add animated Expo and React Native UI components, charts and screens to your app. MCP serverGitHub-verified authorLocal · npm | 130 | MIT | ||
| SolidWorks MCP Drive SolidWorks from AI agents: parts, assemblies, drawings and export over the COM API. MCP serverGitHub-verified authorLocal · PyPI | 98 | MIT | ||
| io.github.alvinindra/figma-mcp-rust Figma MCP server in Rust: plugin bridge, no API token, no rate limits, 73 tools. MCP serverGitHub-verified authorLocal · npm | 80 | MIT | ||
| Agentic Mermaid Render, verify, describe, and safely edit Mermaid diagrams through MCP. MCP serverGitHub-verified authorLocal · npm | 70 | MIT | ||
| io.github.aicanvas-me/aicanvas Design systems your AI agent builds with and you reshape, plus standalone React components. MCP serverGitHub-verified authorLocal · npm | 69 | MIT | ||
| io.github.ahoybuoy/buoy The design system your coding agents check before they ship: tokens plus exact UI fixes. MCP serverGitHub-verified authorLocal · npm | 20 | MIT | ||
| io.github.anousss007/ng-blatui ng-blatui for Angular — search components, blocks, charts & templates and read their typed API. MCP serverGitHub-verified authorRemote | 17 | MIT | ||
| Bestax Props, examples, CSS variables and Agent Skills for bestax-bulma React components (Bulma v1) MCP serverGitHub-verified authorLocal · npm | 14 | MIT | ||
| io.github.electron-stagewright/core Agentic UX testing for real Electron apps: launch, inspect, interact, and assert through MCP. MCP serverGitHub-verified authorLocal · npm | 12 | MIT | ||
| io.github.AJSMonty/adobe-mcp Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from any MCP client MCP serverGitHub-verified authorLocal · npm | 9 | MIT | ||
| SketchUp MCP Let AI work in SketchUp: rooms, pro tagging, takeoff by room, model/design checks, scenes, Ruby. MCP serverGitHub-verified authorLocal · MCPB | 8 | MIT | ||
| A2UI Atomic Catalog 500+ typed UI atoms an agent composes into real rendered interfaces. Free, no API key. MCP serverVerified domain · a2uicatalog.aiRemote | 7 | MIT | ||
| io.github.Aimino-Tech/opentalk2html-notmd MCP server for HTML generation from AI agents MCP serverGitHub-verified authorLocal · npm | 7 | GPL-3.0 | ||
| Agentic Design System Render web and SwiftUI evidence, run explicit visual judgment, and trace ADS UI decisions. MCP serverGitHub-verified authorLocal · npm | 6 | MIT | ||
| Anima MCP Server Connect AI coding agents to Anima Playground, Figma, and your design system. MCP serverGitHub-verified authorRemote | 6 | — | ||
| Arduino MCP Server Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs. MCP serverGitHub-verified authorLocal · npm | 3 | MIT | ||
| Computer Use Turbo Let any AI agent operate desktop apps on macOS, Windows and Linux, in the background and safely. MCP serverGitHub-verified authorLocal · npm | 3 | MIT | ||
| io.github.rafa2403nunez-droid/pynet-mcp-bridge MCP implementation to connect AI agents with the PyNet Platform for BIM/Engineering automation. MCP serverGitHub-verified authorLocal · PyPI | 3 | MIT | ||
| io.github.uxloom-dev/uxloom Agent-native UI/UX design validation: journey completeness, state coverage, and WCAG checks. MCP serverGitHub-verified authorLocal · npm | 3 | MIT | ||
| Frontend Design Loop MCP Design-first MCP for coding agents that improves websites with screenshot-grounded iteration. MCP serverGitHub-verified authorLocal · PyPI | 2 | MIT | ||
| io.github.Algorismus-io/elementor-ultra-mcp Build Elementor sites with AI agents - native, editable pages via ~90 MCP tools. Free & MIT. MCP serverGitHub-verified authorLocal · npm | 2 | MIT | ||
| abap2UI5 abap2UI5 dev loop for AI agents: validate views, screenshot, deploy and run apps - no SAP system MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| ColorwayKit Verified color tokens for AI coding agents: one brand hex in, WCAG/APCA-measured themes out. MCP serverGitHub-verified authorRemote | 1 | MIT | ||
| io.github.Ajey95/drawarch Create editable Draw.io architecture diagrams from prompts and reference images. MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| Paladin Front PHP Rescue & Zero-PHP Migration MCP PHP2Shell (CVE-2026-109618) scanner and automated WordPress to Zero-PHP Next.js migration. MCP serverVerified domain · www.paladinfront.comRemote | 1 | MIT | ||
| Patchwork Let your AI agent edit FileMaker: fields, scripts, value lists, layouts and themes, all reversible. MCP serverGitHub-verified authorLocal · PyPI | 1 | MIT | ||
| ReactFrame Search ReactFrame's React + Tailwind + Motion components, install free ones and price premium picks. MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| 8B AI Website Builder AI website & landing page builder: animated site in an 8B design, preview, edits, HTML download MCP serverVerified domain · 8b.comRemote | — | — | ||
| 9make App Store prep for agents: ASO keywords, listing, store screenshots and app preview video. MCP serverVerified domain · 9make.comRemote | — | — | ||
| AI Architectures Search ~500 free house plans and have AI-drafted CAD floor plans (DXF, DWG, PDF) drawn and changed. MCP serverVerified domain · ai-architectures.comRemote | — | — | ||
| ai.snapdiff/mcp Visual-diff & change-detection tools that catch agentic UI drift for coding agents. MCP serverVerified domain · snapdiff.aiLocal · npm | — | — | ||
| ApexCharts Generates and validates configs for ApexCharts charts, grid, gantt, tree, sankey, stock and maps. MCP serverVerified domain · apexcharts.comLocal · npm | — | — | ||
| app.zaklad/design-system Build and manage your design system with AI: tokens, themes, components, icons, Figma and code. MCP serverVerified domain · zaklad.appRemote | — | — | ||
| AppDeploy AppDeploy turns app ideas described in AI chat into live full-stack web applications MCP serverVerified domain · appdeploy.aiRemote | — | — | ||
| Archboard Create, read and edit architecture, flow and ER diagrams on a live canvas shared with your team. MCP serverVerified domain · getarchboard.appRemote | — | — | ||
| bim-cli Let agents drive Revit, AutoCAD, SketchUp, Blender and PDF sets on your own Windows desktop. MCP serverVerified domain · bimcli.comLocal · MCPB | — | — | ||
| Blender Bridge Control Blender from AI: 3D modeling, Geometry Nodes, materials, animation, rendering and export. MCP serverVerified domain · blenderbridge.comRemote | — | — | ||
| Bool Make your own apps and tools: build, edit and publish web apps from a conversation. MCP serverVerified domain · bool.comRemote | — | — | ||
| Boords Create and update Boords projects, scripts, storyboards, frames and comments from your AI app. MCP serverVerified domain · boords.comRemote | — | — | ||
| BootForm Form backend for static sites: create forms, route submissions to email, Discord, Slack or webhooks. MCP serverVerified domain · bootform.comRemote | — | — | ||
| Bota — car rental availability and bookings Real availability, prices and bookings of car rental companies (rent-a-car), by conversation. MCP serverVerified domain · bota-chat.comRemote | — | — | ||
| Brandrail Design system guardrails for AI coding tools: tokens, components and a brand checker. Runs locally. MCP serverVerified domain · brandrail.com.auLocal · npm | — | — | ||
| Bunstation Build websites and apps from a prompt, edit files, publish, and check credits and usage. MCP serverVerified domain · bunstation.comRemote | — | — | ||
| Bunzee Turn your app idea into IA, wireframes, PRD, style guides, and dev specs for coding agents. MCP serverVerified domain · bunzee.aiRemote | — | — | ||
| CadCraft Studio Tools for drawings, models, takeoffs and markups in the CadCraft apps, plus a command line. MCP serverVerified domain · getcadcraft.comLocal · npm | — | — | ||
| Canvashand Figma MCP server and plugin: AI agents read and edit live Figma files, no Figma API token. MCP serverVerified domain · canvashand.comLocal · MCPB | — | — | ||
| CatchUI What is this UI element called? 50 curated UI patterns, names per platform, build prompts. EN/中文. MCP serverVerified domain · catchui.comRemote | — | — | ||
| ChatStack - App Cost Estimator Estimate development costs and hours, scope an MVP, and write a PRD with user stories and specs. MCP serverVerified domain · chatstack.appRemote | — | — | ||
| com.crucibleui/registry Browse and install Crucible's animated React components into shadcn-style projects. MCP serverVerified domain · crucibleui.comRemote | — | — | ||
| com.floot/floot Build and publish full-stack web and mobile apps on Floot from any MCP client. Building is free. MCP serverVerified domain · floot.comRemote | — | — | ||
| com.googleapis.design/mcp Provides UX capabilities to enhance the design output and understanding of AI systems. MCP serverVerified domain · design.googleapis.comRemote | — | — | ||
| Dev.cards Free UI components with full source in HTML/CSS/JS and React: heroes, pricing, dashboards, forms. MCP serverVerified domain · dev.cardsRemote | — | — | ||
| Digitaltableteur Design system contracts, docs search, and usage validation for @digitaltableteur components. MCP serverVerified domain · digitaltableteur.comRemote | — | — | ||
| Dinoplan Draw and edit floor plans: rooms, doors, windows, 3D, export to PNG, PDF or FML (Funda). MCP serverVerified domain · dinoplan.comRemote | — | — | ||
| easyi18n Set up easyi18n in a Flutter, Xcode, Angular, web or Android project, then translate and publish. MCP serverVerified domain · easyi18n.comLocal · npm | — | — | ||
| Echo UI A tactile React component library, and the design system that keeps your AI agent on-brand. MCP serverVerified domain · echo-ui.comRemote | — | — | ||
| Edgible Read your Edgible applications, devices, deploy status and logs, signed in as you. MCP serverVerified domain · edgible.comRemote | — | — | ||
| Figma MCP Server The Figma MCP server brings Figma design context directly into your AI workflow. MCP serverVerified domain · mcp.figma.comRemote | — | — | ||
| Final POS – Custom POS Builder Build custom POS apps with any AI agent: checkout flows, kiosks, payment terminals. Plus store ops. MCP serverVerified domain · finalpos.comRemote | — | — | ||
| Fine Structure Build and host full-stack apps from a prompt, with agents that reach you on WhatsApp and email. MCP serverVerified domain · finestructure.aiRemote | — | — | ||
| Flavo Builds websites and apps like a dedicated designer: several designs to pick from, hosted on Flavo. MCP serverVerified domain · flavo.aiRemote | — | — | ||
| Flowstep Generate, inspect, and manage Flowstep UI designs directly from your AI assistant. MCP serverVerified domain · flowstep.aiRemote | — | — | ||
| Forge by UI8 A visual brain for your agents: live, reusable UI fragments and skills to pull into code. MCP serverVerified domain · ui8.aiRemote | — | — | ||
| Framerfy Build a Shopify-backed Framer store: sync products, theme, cart, checkout, publish and verify. MCP serverVerified domain · framerfy.aeRemote | — | — | ||
| FramerToNextJS Edit text, layout and CMS on your FramerToNextJS sites (converted Framer or AI-built), then publish. MCP serverVerified domain · framertonextjs.comRemote | — | — | ||
| Frontic UI Search, read and add Frontic UI's Vue components for commerce storefronts. MCP serverVerified domain · frontic.comRemote | — | — | ||
| FurniGen Design a custom kitchen or wardrobe in Ukraine: brief checks, real decors, sketches. MCP serverVerified domain · furnigen.appRemote | — | — | ||
| Koppar Design a KiCad PCB from a prompt: parts, schematic checks, routing, KiCad DRC and Gerbers. MCP serverVerified domain · koppar.aiRemote | — | — | ||
| MCP for Divi 5 Build and edit native Divi 5 pages on your WordPress site from your AI assistant. MCP serverVerified domain · divicake.comRemote | — | — | ||
| objekts Production Desk AI/VFX, CGI, motion & animation production preflight by objekts: locks, continuity, PoCs, estimates. MCP serverVerified domain · mcp.objekts.aiRemote | — | — | ||
| PDS Project AI MPP Connector Read, analyze, and safely edit Microsoft Project MPP files. MCP serverVerified domain · projectdata.aiRemote | — | — | ||
| Prism — Crossdeck Ask your app anything — revenue, errors, read-cost, growth — and get rendered charts back. MCP serverVerified domain · cross-deck.comLocal · npm | — | — | ||
| PromptUI Build a working web app from a prompt, then deploy it to a live URL. MCP serverVerified domain · promptui.coRemote | — | — | ||
| ProtoJoint Browser CAD for AI: model parts, add joints, export STEP or STL, or robots as URDF, SDF and MJCF MCP serverVerified domain · protojoint.aiRemote | — | — | ||
| Rams Design review for UI code and live pages: quick checks, 0-100 scored reviews, fixes as patches MCP serverVerified domain · rams.aiRemote | — | — | ||
| Raven Design intelligence for coding agents: audits, design systems, and a taste profile agents consult. MCP serverVerified domain · ravenmcp.aiLocal · npm | — | — | ||
| Refcat Search 1M real UI flows and 3.3M screens from shipped apps, sites, emails and games. MCP serverVerified domain · refcat.appRemote | — | — | ||
| render.ai Presentations Create, edit, preview and export designed, editable presentations from a brief or outline. MCP serverVerified domain · render.aiRemote | — | — | ||
| SaC — Software as Content Give your AI agent the ability to respond with live, interactive apps that evolve. MCP serverVerified domain · dynsoft.aiLocal · PyPI | — | — | ||
| TheDesignAgent A design agent in your coding agent's loop: briefs each screen, reviews UX and visual quality. MCP serverVerified domain · thedesignagent.aiLocal · npm | — | — | ||
| UIPrompt Plan every page of your UI so your coding agent builds exactly that. MCP serverVerified domain · uiprompt.appRemote | — | — | ||
| UX Pilot Your AI designs live on the UX Pilot canvas or runs its design agent: reviews, React, video, media MCP serverVerified domain · uxpilot.aiRemote | — | — | ||
| Wisty UI Find, read and install shadcn components with Salesforce Lightning's look, for Radix and Base UI. MCP serverVerified domain · wisty.aiRemote | — | — |
Filters apply to the top 86 of 86 tools by stars. Full list for agents: dev-frontend.json