"Allowing an AI agent to ask user questions during a task" matching MCP servers:

• Agent to Figma MCP

  caelinsutch

  A

  license

  -Not graded

  quality

  -Not graded

  maintenance

  Enables AI agents like Claude to interact with Figma designs through 50+ tools for creating, styling, and manipulating design elements, components, and variables via a WebSocket relay and Figma plugin.

  Updated 8 months ago (2025-12-31 00:59 UTC)

• text-to-model

  mikan-atomoki

  A

  license

  B

  quality

  D

  maintenance

  Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

  Updated 5 months ago (2026-03-16 06:11 UTC)

  65

  6

  MIT

• Architect-to-Product (A2P)

  BernhardJackiewicz

  A

  license

  -Not graded

  quality

  C

  maintenance

  An MCP server that adds engineering discipline to AI-assisted development, enforcing evidence-gated TDD, security review, backup strategy, and deployment generation to turn AI-generated code into production-ready software.

  Updated a month ago (2026-07-12 18:40 UTC)

  57

  10

  MIT

• AI Charts

  tjameswilliams

  A

  license

  -Not graded

  quality

  D

  maintenance

  An MCP server that enables AI assistants to programmatically create and manage flowcharts, ERDs, and swimlane diagrams. It provides tools for manipulating diagram structures, performing auto-layouts, and exporting to Mermaid or Markdown formats.

  Updated 5 months ago (2026-03-15 21:46 UTC)

  14

  MIT

• Talk to Figma MCP

  hyun1202

  A

  license

  -Not graded

  quality

  D

  maintenance

  An MCP server that enables AI assistants to interact with Figma designs for tasks like reading document info, creating elements, and managing auto layouts. It facilitates real-time design automation via a custom Figma plugin and WebSocket server integration.

  Updated a year ago (2025-06-25 07:22 UTC)

  882

  MIT

• Presentation Agent MCP

  gaowanlong

  F

  license

  C

  quality

  B

  maintenance

  A TypeScript-based MCP server that automatically generates structured technical presentation PPTX files via deck JSON and layout engine.

  Updated 2 months ago (2026-06-30 03:19 UTC)

  9

• diagram-ai-generator

  carlosmgv02

  A

  license

  -Not graded

  quality

  C

  maintenance

  Professional AI-powered architecture diagram generator with multi-cloud support and MCP server integration. Generates beautiful, accurate diagrams with provider-specific icons for AWS, Azure, GCP, Kubernetes, and more.

  Updated a year ago (2025-10-02 16:32 UTC)

  10

  MIT

• excalidraw-diagram-agent

  CharanyaPonnala

  A

  license

  -Not graded

  quality

  B

  maintenance

  Generates editable Excalidraw diagram files from natural language descriptions of systems and architectures.

  Updated 11 days ago (2026-08-11 02:58 UTC)

  MIT

• AI Develop Assistant

  jiemobasixiangcai

  A

  license

  -Not graded

  quality

  D

  maintenance

  Assists AI developers with intelligent requirement analysis and architecture design through guided clarification questions, branch-aware management, and automated architecture generation with persistent storage.

  Updated a year ago (2025-07-02 14:19 UTC)

  133

  MIT

• CodeRef AI

  keaizuizui

  A

  license

  -Not graded

  quality

  A

  maintenance

  A tool for vibecoding personnel and non-programmers to perform static code audit, query knowledge graph, and generate project documentation via MCP protocol.

  Updated 3 days ago (2026-08-19 00:57 UTC)

  3

  MIT

• agent-draw MCP Server

  nicolaerusan

  F

  license

  -Not graded

  quality

  C

  maintenance

  A TypeScript stdio MCP server that lets agents read, import, propose connections for, and apply optimistic patches to versioned agent-draw diagram documents.

  Updated 2 days ago (2026-08-20 03:49 UTC)

• Excalidraw MCP Agent

  Anuraj4

  F

  license

  -Not graded

  quality

  C

  maintenance

  Generates hand-drawn Excalidraw diagrams from natural language prompts or structured descriptions, with tools for creating, listing, and opening diagrams directly in the browser.

  Updated 19 days ago (2026-08-03 04:50 UTC)

• AI Diagram Maker MCP Server

  erajasekar

  A

  license

  A

  quality

  F

  maintenance

  MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.

  Updated 4 months ago (2026-05-04 04:45 UTC)

  5

  49

  8

  MIT

• Excalidraw MCP Diagram Agent

  dev48v

  A

  license

  A

  quality

  B

  maintenance

  Generates editable Excalidraw diagrams from natural language system descriptions, with properly bound arrows and labels. Includes tools for diagram creation, validation, and backend status.

  Updated 8 days ago (2026-08-13 12:31 UTC)

  3

  MIT
• 

  Vibgrate AI Contextofficial

  vibgrate

  A

  license

  -Not graded

  quality

  A

  maintenance

  Local-first MCP server that gives AI assistants codebase intelligence—code graph, drift analysis, vulnerability attribution, and version-correct library docs—all from the user's machine.

  Updated 2 days ago (2026-08-19 10:36 UTC)

  2,158

  3

  Apache 2.0

• Schema Validator AI MCP

  CSOAI-ORG

  A

  license

  -Not graded

  quality

  A

  maintenance

  Schema Validator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Updated 2 months ago (2026-06-26 05:43 UTC)

  6

  MIT

• Universal Spec Architect

  ahmedelpannann

  F

  license

  -Not graded

  quality

  D

  maintenance

  Enforces a rigorous spec-driven engineering workflow for AI coding assistants, requiring requirements, design, and task planning before any code is written.

  Updated 5 months ago (2026-03-17 15:29 UTC)

• Next AI Draw.io MCP Server

  hj1003862396

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to generate and edit draw.io diagrams with real-time browser preview.

  Updated 7 months ago (2026-01-11 12:50 UTC)

  5

  38

  Apache 2.0

• EDS Block Analyser MCP Server

  kalimuthu-a

  A

  license

  A

  quality

  D

  maintenance

  Provides UI architecture analysis for converting Figma designs or web pages into reusable UI code blocks with effort estimation in CSV format.

  Updated a year ago (2025-08-04 09:28 UTC)

  1

  12

  1

  MIT
• 

  coderadiusofficial

  coderadius-ai

  A

  license

  -Not graded

  quality

  A

  maintenance

  Enables AI agents to query architecture context, data contracts, and blast radius to prevent cross-repo architectural breakage before merging.

  Updated a month ago (2026-07-20 07:14 UTC)

  30

  Apache 2.0