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maintenanceProvides systems thinking models as composable analysis lenses for architecture, infrastructure, DevOps, incident analysis, and technical decision-making.
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"Understanding AI Thinking and Thought Processes" matching MCP servers:
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- AlicenseAqualityDmaintenanceMCP 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 updated51216MIT
- Alicense-qualityAmaintenanceSchema Validator AI - MCP server providing AI-powered tools and automation by MEOK AI LabsLast updated3MIT
coderadiusofficial
Alicense-qualityAmaintenanceEnables AI agents to query architecture context, data contracts, and blast radius to prevent cross-repo architectural breakage before merging.Last updated37Apache 2.0
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Alicense-qualityDmaintenanceIntegrates Archaic's AI-powered architecture analysis with Claude Code, enabling interactive exploration of component connections, data flows, and system structure through natural language.Last updated21MIT- Alicense-qualityDmaintenanceEnables AI agents to generate and edit draw.io diagrams with real-time browser preview.Last updated8Apache 2.0
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- AlicenseAqualityAmaintenanceStop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.Last updated53MIT
- FlicenseAqualityDmaintenanceAn MCP server designed for React Native and Expo development that provides specialized tools for project scaffolding, architectural best practices, and troubleshooting. It enables AI assistants to guide users through setup, navigation configuration, and CI/CD processes using modern stacks like NativeWind and Zustand.Last updated134
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