"AI Content Generation Tools for Images and Videos" matching MCP servers:

• Graph-Tools

  dromologue

  F

  license

  -

  quality

  D

  maintenance

  Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

  Updated a year ago (2025-06-21 20:34 UTC)

• vaults-diagram-tools

  Malnati

  A

  license

  -

  quality

  C

  maintenance

  MCP server for rendering Mermaid diagrams and generating source-code diagrams, with tools to render text/files and produce dependency/class diagrams.

  Updated 15 days ago (2026-07-27 00:18 UTC)

  59

  MIT

• kernelee-mcp-tools

  s-age

  A

  license

  -

  quality

  A

  maintenance

  Architecture-index MCP tools for kernelee apps that combine static analysis and runtime wiring into a JSON index, enabling coding agents to query control flow and dependencies via the Model Context Protocol.

  Updated 22 days ago (2026-07-20 05:26 UTC)

  21

  MIT

• AI Charts

  tjameswilliams

  A

  license

  -

  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)

  8

  MIT

• diagram-ai-generator

  carlosmgv02

  A

  license

  -

  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 10 months ago (2025-10-02 16:32 UTC)

  10

  MIT

• AI Develop Assistant

  jiemobasixiangcai

  A

  license

  -

  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

  -

  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 5 hours ago (2026-08-11 03:12 UTC)

  3

  MIT

• Schema Validator AI MCP

  CSOAI-ORG

  A

  license

  -

  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

• MCP Server for CAD

  Eklavvyaaaaa

  F

  license

  -

  quality

  D

  maintenance

  Translates natural language commands into structured geometric operations for a simulated CAD engine using LLMs. It enables users to create shapes, modify dimensions, and perform 3D operations like extrusion through the Model Context Protocol.

  Updated 4 months ago (2026-03-27 18:39 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 3 months ago (2026-05-04 04:45 UTC)

  5

  39

  7

  MIT

• EDA Tools MCP Server

  kfy123bot

  F

  license

  A

  quality

  D

  maintenance

  Enables AI assistants to perform Electronic Design Automation (EDA) tasks including Verilog synthesis, simulation, ASIC design flows, and waveform analysis through a unified interface.

  Updated 4 months ago (2026-04-16 08:49 UTC)

  6
• 

  Vibgrate AI Contextofficial

  vibgrate

  A

  license

  -

  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 3 days ago (2026-08-07 21:07 UTC)

  2,691

  3

  Apache 2.0

• 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
• 

  coderadiusofficial

  coderadius-ai

  A

  license

  -

  quality

  A

  maintenance

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

  Updated 22 days ago (2026-07-20 07:14 UTC)

  31

  Apache 2.0
• 

  CodeGraphofficial

  codegraph-ai

  A

  license

  -

  quality

  A

  maintenance

  Builds a semantic graph of codebases across 38 languages and exposes 42 MCP tools for structured code understanding, search, and impact analysis.

  Updated a day ago (2026-08-10 02:23 UTC)

  56

  Apache 2.0
• 

  Archaic MCP Serverofficial

  archaic-ai

  A

  license

  -

  quality

  D

  maintenance

  Integrates Archaic's AI-powered architecture analysis with Claude Code, enabling interactive exploration of component connections, data flows, and system structure through natural language.

  Updated 5 months ago (2026-03-08 06:10 UTC)

  36

  MIT

• excalidraw-mcp

  maaker-ai

  A

  license

  -

  quality

  C

  maintenance

  Generate 25+ types of hand-drawn Excalidraw diagrams - flowcharts, sequence, architecture, mind maps, ER, UML, kanban, bar/line/radar charts - from structured input with Sugiyama auto-layout and CJK support. Reads and modifies .excalidraw files, exports SVG. Python, local, no API keys required.

  Updated 4 days ago (2026-08-07 03:59 UTC)

  3

  MIT

• Intelligent Architecture

  deeppath-ai

  A

  license

  -

  quality

  D

  maintenance

  Generates tailored system architecture recommendations based on business parameters like QPS, concurrent users, database type, and AI model size, providing resource allocation plans, middleware suggestions, and exportable architecture diagrams.

  Updated a year ago (2025-07-17 11:10 UTC)

  7

  2

  MIT

• MATLAB MCP Tool

  neuromechanist

  A

  license

  -

  quality

  D

  maintenance

  Enables interactive MATLAB development by allowing users to execute scripts and specific code sections, manage workspace variables, and capture generated plots. It integrates with the MATLAB Python Engine to provide persistent execution context for MCP-compatible clients.

  Updated 5 months ago (2026-03-02 20:13 UTC)

  18

  BSD 3-Clause

• briefkit-mcp-server

  mithun4elp

  A

  license

  A

  quality

  D

  maintenance

  Generates engineer-grade SaaS specifications — design systems, database schemas, and RLS policies for AI build tools like Lovable, Cursor, and Claude Code. 4 tools, TypeScript, MIT licensed.

  Updated 3 months ago (2026-05-16 12:42 UTC)

  4

  1

  MIT