"Learning or Writing Code in Python" matching MCP connectors:

Read consulting services and search public architecture consulting documents in English or German.

draw.ioA

io.draw

Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+ searchable shapes.

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

xmp4 — Semantic code knowledge for your stackA

ai.example4

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

Whimsical

com.whimsical

Create and edit flowcharts, mind maps, wireframes, and docs in Whimsical, or search your workspace.

uml.singsk.com PlantUMLA

com.singsk

Render, validate, encode/decode PlantUML diagram-as-code; 22 diagram types. Free, no auth.

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

AI Diagram Maker MCP ServerA

com.aidiagrammaker.mcp

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.

Design domain models and generate deterministic multi-stack code, driven by your coding agent.

DiagramZuOAuth unavailable

ai.diagramzu

Let Claude, Cursor, or ChatGPT author Mermaid diagrams your team can read and share.

Code → ДСТУ/GOST 19.701-90 (ISO 5807) flowcharts: 10 languages, 8 export formats, OAuth

Parse Excalidraw diagrams and documents into clean Markdown or structured JSON via x402 pay-per-call API. Agents pay per call with HTTP 402 micropayments — no signup, no API key. Free tier: 5 parses/day. Premium: $0.05/call unlimited with LLM decomposition.

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

AI-native Day 0 modernization platform for PRDs, architecture, work orders, and code transformation.

ArchGraphOAuth

dev.archgraph

Code intelligence platform for AI agents. 20 tools for architecture, security & impact analysis.

MiroOAuth

io.github.miroapp

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

12 deterministic graph-theory tools for structural analysis. Describe systems in EN syntax — get topology, bottlenecks, blast radius, critical paths. No AI inside the computation.