"Testing subscribe functionality on a Python server" matching MCP connectors:

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

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

Generate cloud architecture diagrams, flowcharts, and sequence diagrams.

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

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

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

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E…

Compile full-stack apps from one architecture spec, with a shared Memory Fabric.

Give your AI agent a persistent map of your project's structure, dependencies, and bugs.

Evidence-backed architecture-quality analysis for Python agent applications.

A hierarchical registry of your systems, services, and libraries.

Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize.

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.

Transform project ideas into paint-by-numbers development plans with phases, tasks, and subtasks.

Official Miro MCP server - Supports context to code and creating diagrams, docs, and data tables.

Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr…

Consult a multi-model panel on contested decisions via MCP: architecture, plan review, strategy.

Collaborative whiteboard MCP server — create objects, connectors, C4 diagrams, and manage boards

Create and manage Mermaid.js flowcharts and diagrams with AI agents via MCP.