"Using Python REPL from an MCP server on Windows" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Write, check, render and save sequence diagrams with the request and response on every arrow.
Patterns for designing and reviewing AI skills, agents, and multi-agent workflows. Find guidance on context economy, delegation, verification, and tool design; inspect claims, worked examples, maturity labels, and source references. Five read-only tools let agents discover relevant patterns, compare concise cards, read specific sections, and explore relationships. Hosted Streamable HTTP at https://agentic-atlas.dev/mcp/ — no installation, account, or API key required. Browse the atlas at https://agentic-atlas.dev/.
Create draw.io diagrams in chat from Mermaid or XML, shown live and interactive. 10,000+ shapes.
Lint and diff DESIGN.md files with the official Google linter, or write one from a web page.
Polished system design diagrams (SVG/PNG) from a tiny YAML spec, ~18x fewer tokens than raw SVG.
Draw Hola Cloud gives AI agents a visual canvas for creating and sharing diagrams. Through a simple MCP interface, agents can draw architecture diagrams, system designs, workflows, sequence diagrams, flowcharts, infrastructure layouts, and other visual explanations using shapes, connectors, text, icons, and images. The server lets an AI build a complete diagram programmatically and return a shareable Draw Hola Cloud URL that can be opened in the browser, edited, presented, or shared with others.
Commission a multi-model AI spec committee from your agent; get rubric-scored, build-ready specs.
Create and edit collaborative architecture diagrams with any AI assistant using the Trident 2D DSL.
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.
Generate MantleKit setup plans and launch-ready SaaS blueprints from a product idea.
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.
Create and edit architecture diagrams from your AI agent; get an SVG and a live editable canvas.
AI-powered diagrams, mind maps, flowcharts on a free unlimited collaborative whiteboard
Create and update saved Excalidraw diagrams through MCP. In MCP Apps hosts, view an interactive canvas, edit fullscreen, and save your work. OAuth with Google sign-in; English and Simplified Chinese. Website: https://draw.404040.net/
Evidence-backed architecture-quality analysis for Python agent applications.
Flowcharts that people and agents edit together on one live canvas, exported as Mermaid.
Draw40 is an independent diagram workspace with an interactive MCP Apps canvas. OAuth sign-in.
Create, edit, share and export hand-drawn LetDraw diagrams, from code or a prompt.
Create, edit and organize hand-drawn diagrams (flowcharts, ER, architecture) from any AI agent.
Draw your app's architecture on a live canvas and flag the bottlenecks and security gaps.
