"AI Footprints - Environmental and Digital Impact of Artificial Intelligence" matching MCP servers:

• mcp-codebase-intelligence

  g-tiwari

  A

  license

  -

  quality

  C

  maintenance

  Provides a semantic understanding of your codebase by parsing with tree-sitter and building a graph of symbols and dependencies. Enables AI assistants to navigate code, analyze changes, and discover architecture using 18 tools with minimal context overhead.

  Last updated 2026-03-15

  19

  1

  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.

  Last updated 2025-10-02

  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.

  Last updated 2025-07-02

  132

  MIT

• CodeRef AI

  keaizuizui

  A

  license

  -

  quality

  B

  maintenance

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

  Last updated 2026-06-30

  3

  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.

  Last updated 2026-03-15

  7

  MIT

• AI Diagram Maker MCP Server

  erajasekar

  A

  license

  A

  quality

  D

  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.

  Last updated 2026-05-04

  5

  121

  6

  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

  Last updated 2026-06-26

  3

  MIT
• 

  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.

  Last updated 2026-07-13

  3

  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.

  Last updated 2026-03-08

  21

  MIT

• Next AI Draw.io MCP Server

  hj1003862396

  A

  license

  -

  quality

  D

  maintenance

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

  Last updated 2026-01-11

  8

  Apache 2.0

• 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.

  Last updated 2025-07-17

  3

  2

  MIT

• UI Preset MCP Server

  ncsound919

  A

  license

  A

  quality

  D

  maintenance

  Enables auto-configuration and validation of React components against a glassmorphic design token system using an AST correction engine. It supports managing UI presets, enforcing design uniformity in Monaco IDE, and exporting tokens as CSS, Tailwind, or JavaScript variables.

  Last updated 2026-02-23

  14

  MIT

• constraints-registry-mcp

  SureshKhemka

  A

  license

  A

  quality

  A

  maintenance

  A single, queryable source of engineering constraints that coding agents consult at code-generation time, exposed over an MCP server.

  Last updated 2026-06-27

  3

  Apache 2.0

• Canvas-MCP

  jdlongmire

  F

  license

  A

  quality

  D

  maintenance

  Render hierarchical system diagrams as PNGs from YAML definitions using a four-level ontology of networks, factories, machines, and nodes.

  Last updated 2026-02-09

  4

• mcp-architect

  kannajune

  A

  license

  A

  quality

  A

  maintenance

  Stop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.

  Last updated 2026-06-18

  5

  3

  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

• Excalidraw MCP Server

  Scofieldfree

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to programmatically generate, edit, and view Excalidraw diagrams with real-time browser synchronization. It provides a suite of tools for adding shapes, text, and arrows to diagrams through natural language interactions.

  Last updated 2026-02-09

  11

  1,559

  97

  MIT

• VC_replan-mcp

  VCnoC

  A

  license

  A

  quality

  D

  maintenance

  Enables multi-dimensional architecture review of technical solutions with web intelligence and knowledge base auto-sedimentation, acting as a logical security gateway for Claude Code.

  Last updated 2026-03-03

  2

  MIT

• MCP Code Flow Analyzer

  bsdnn

  F

  license

  A

  quality

  C

  maintenance

  An MCP server that analyzes and traces business code flows across your codebase, enabling developers to quickly understand the complete execution path of features from frontend to backend to database.

  Last updated 2026-05-14

  7

• Blueprint MCP

  engincankaya

  A

  license

  A

  quality

  A

  maintenance

  Provides AI coding agents with durable architecture memory for repositories by generating structured project maps of responsibilities, relationships, and risks.

  Last updated 2026-07-07

  6

  16

  1

  MIT