A server for automatically scanning and loading database table structures into AI agent context MCP Connectors

Agentic Mermaid A

Render, verify, describe, and safely edit Mermaid diagrams through MCP.

Data Visualization Software Architecture

9210

Forge Engine B

Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.

Coding Agents Software Architecture

542

xmp4 — Semantic code knowledge for your stack A

OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.

Code Analysis Developer Tools Software Architecture

162

trident A

Create and edit collaborative architecture diagrams with any AI assistant using the Trident 2D DSL.

Software Architecture Developer Tools

232

ResolveMesh Compatibility Intelligence A

Read-only, source-backed compatibility lookups and approved changes for ResolveMesh's catalog.

Developer Tools Software Architecture Code Analysis

22

ShipSwift A

40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.

Developer Tools Software Architecture

322,742

Flowgraf A

Create and edit architecture diagrams from your AI agent; get an SVG and a live editable canvas.

Software Architecture Design Tools

32

Diagrams MCP A

Generate cloud architecture diagrams, flowcharts, and sequence diagrams.

Software Architecture Design Tools Cloud Platforms

923

CodePic A

AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images

Software Architecture Design Tools

62

design-engine B

AI data-center design engine: size, validate & lay out Rubin-era data centers. Korea live.

Networking & Infrastructure Cloud Platforms Software Architecture

32

VoltPlan Wiring Diagrams A

Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, and inverters.

Design Tools Software Architecture

92

Zephex A

MCP gateway with 10 tools for code analysis, architecture, package audit & security.

Code Analysis Software Architecture Security

102

MantleKit Launch Planner A

Generate MantleKit setup plans and launch-ready SaaS blueprints from a product idea.

Product Management Software Architecture

42

Caliper A

Geometry and CAD file metadata extraction for STL, OBJ, PLY, PCD, LAS/LAZ, glTF/GLB.

Design Tools Software Architecture

102

AI Diagram Maker MCP Server A

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.

Software Architecture Developer Tools App Automation

52

Canvs A

AI-powered diagrams, mind maps, flowcharts on a free unlimited collaborative whiteboard

Software Architecture Developer Tools App Automation

62

mcp A

Provides UX capabilities to enhance the design output and understanding of AI systems.

Design Tools AI & Machine Learning Software Architecture

52

factorguide A

Send a coupling matrix, get zone classifications and optimal factorization strategy.

Software Architecture Code Analysis Research & Data

72

CleanSlice A

Architecture docs and patterns for NestJS + Nuxt full-stack apps

Documentation Access Software Architecture Developer Tools

4218

UIZZE A

STOP UI SLOP. Free UI check; unlock 800,000+ real screens, design contracts and finish gates.

Design Tools Software Architecture

21

"A server for automatically scanning and loading database table structures into AI agent context" matching MCP connectors: