"Collaboration Between Multiple AIs via MCP (Master Control Program)" matching MCP servers:

• Arch-Master MCP

  NicolasAEV

  F

  license

  -

  quality

  D

  maintenance

  Multi-stack scaffolding engine for generating production-ready module structures (NestJS, Java Spring, Python FastAPI) directly from an MCP-compatible AI client, reducing token usage for boilerplate code.

  Last updated 2026-04-03

• Draw.io Diagram Server

  thechandanbhagat

  A

  license

  B

  quality

  C

  maintenance

  Generates professional Draw.io compatible diagrams (flowcharts, sequence diagrams, network diagrams, and custom diagrams) from natural language prompts, outputting XML files that can be opened directly in Draw.io.

  Last updated 2025-12-19

  1

  61

  6

  MIT

• BlenderMCP

  iflow-mcp

  A

  license

  A

  quality

  D

  maintenance

  Connects Blender to Claude AI, enabling AI-assisted 3D modeling, scene creation, object manipulation, material control, and code execution directly in Blender through natural language prompts.

  Last updated 2025-10-24

  17

  MIT

• PlantUML CSA MCP Server

  puran-water

  A

  license

  -

  quality

  F

  maintenance

  Generate Control System Architecture (CSA) diagrams using PlantUML via the Model Context Protocol (MCP). Supports ISA-95 Purdue model, industrial symbols, and multiple protocols.

  Last updated 2026-03-10

  MIT

• GCP Diagram MCP Server

  lesonky

  A

  license

  A

  quality

  D

  maintenance

  Generates GCP architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python diagrams DSL via MCP.

  Last updated 2025-08-12

  3

  1

  Apache 2.0

• MCP Mermaid Image Gen

  codingthefuturewithai

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that generates diagrams from Mermaid code in multiple formats (PNG, PDF, SVG).

  Last updated 2025-07-20

  2

  1

  MIT

• Knowledge Graph MCP Server

  aiuluna

  A

  license

  A

  quality

  D

  maintenance

  Enables creating, managing, analyzing, and visualizing knowledge graphs with support for multiple graph types (topology, timelines, changelogs, requirements, knowledge bases, ontologies) including node/edge management and resource association.

  Last updated 2025-04-17

  15

  30

  1

  MIT

• draftlytic-mcp

  rbsoftwaresystems

  A

  license

  A

  quality

  B

  maintenance

  An MCP server that turns a rough project idea into a structured spec, running entirely locally inside any MCP-compatible editor.

  Last updated 2026-07-08

  4

  410

  MIT

• cloudcraft-mcp

  hypark5540

  A

  license

  A

  quality

  B

  maintenance

  Enables Claude Desktop and other MCP clients to list, read, export, and create Cloudcraft cloud-architecture blueprints, as well as snapshot AWS resources.

  Last updated 2026-06-21

  9

  MIT

• UML-MCP

  antoinebou12

  A

  license

  A

  quality

  A

  maintenance

  Generates UML and other diagrams (30+ types) via the Model Context Protocol, supporting multiple output formats and deployment options.

  Last updated 2026-07-18

  4

  90

  MIT

• 3dsmax-mcp

  317431629

  A

  license

  A

  quality

  F

  maintenance

  Enables AI assistants to directly control Autodesk 3ds Max through natural language to create models, set materials, adjust lighting, and automate animations. It bridges the Model Context Protocol with 3ds Max via a TCP socket to execute Python and MAXScript commands.

  Last updated 2026-03-12

  4

  24

  14

  MIT

• Vizdown-MCP

  rutika196

  A

  license

  A

  quality

  D

  maintenance

  Converts Markdown files into professional diagrams such as flowcharts, mind maps, and architecture diagrams using Mermaid.js and custom SVG renderers. It enables users to list, render, and export visualizations in multiple formats including SVG, PNG, and PDF.

  Last updated 2026-03-16

  3

  MIT

• MCP Architector

  theSharque

  A

  license

  A

  quality

  B

  maintenance

  Local-first MCP server for storing and managing project architecture, modules, data flow, and usage examples with complete privacy.

  Last updated 2026-05-29

  28

  145

  MIT

• Diagrams MCP Server

  apetta

  A

  license

  A

  quality

  D

  maintenance

  Enables creation of infrastructure and architecture diagrams as code using the Python diagrams library, supporting 15+ cloud providers, 500+ node types, custom icons, and flowcharts with multiple output formats.

  Last updated 2025-11-09

  5

  1

  MIT

• tech-icons

  zhiweio

  F

  license

  A

  quality

  B

  maintenance

  MCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, CNCF, Devicon) with 3-tier search and multiple output formats for integration into presentations and architecture diagrams.

  Last updated 2026-06-12

  7

• UnrealEngine Bridge

  JosephOIbrahim

  A

  license

  A

  quality

  B

  maintenance

  A comprehensive bridge connecting AI agents to Unreal Engine 5.7 through 39 MCP tools for scene manipulation, asset management, and blueprint control. It enables real-time perception and editor automation using the Remote Control API and file-based protocols.

  Last updated 2026-07-08

  25

  2

  MIT

• claude-monet-mcp

  yahavf6

  A

  license

  A

  quality

  D

  maintenance

  A lightweight sketch canvas that lets users draw ideas and sync them in real-time to AI via MCP, enabling visual communication without exports.

  Last updated 2026-01-11

  2

  5

  13

  MIT

• draw.io MCP

  CycSpring

  F

  license

  A

  quality

  B

  maintenance

  Enables local Draw.io diagram creation, editing, and export via MCP tools, using the desktop app.

  Last updated 2026-06-12

  5

  1

• openroad-mcp

  The-OpenROAD-Project

  A

  license

  A

  quality

  B

  maintenance

  A Model Context Protocol (MCP) server that provides tools for interacting with OpenROAD and ORFS (OpenROAD Flow Scripts).

  Last updated 2026-07-08

  10

  11

  BSD 3-Clause

• QoutaMCP

  QoutaID

  A

  license

  A

  quality

  D

  maintenance

  Enables inspection and analysis of project structures to detect languages, frameworks, entry points, and dependencies across multiple programming languages including Node.js, Python, PHP, Go, Java, and Rust.

  Last updated 2025-12-22

  3

  7

  1

  ISC