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maintenanceEnforces agent design system compliance with tools to check guards, explain gaps, issue receipts, suggest fixes, and export audits.
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"Understanding and Exploring Open JAR Libraries" matching MCP servers:
- AlicenseAqualityAmaintenanceStop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.53MIT
- AlicenseAqualityDmaintenanceAn MCP server that enables LLMs to create and open diagrams in draw.io using XML, Mermaid, or CSV formats, by building a URL with compressed content and opening it in the browser.389MIT
- FlicenseAqualityDmaintenanceAn MCP server for querying and exploring SysML XMI models, specifically designed for MTConnect model exports. It allows users to search for packages, classes, and enumerations while providing tools for analyzing documentation and inheritance hierarchies.111
- AlicenseCqualityDmaintenanceEnables agents to analyze codebases (local or GitHub) and automatically generate Mermaid diagrams rendered as PNG images via Kroki, providing visual understanding of project structure and flow through file discovery, reading, and diagram generation.315MIT
- AlicenseDqualityDmaintenanceAn MCP server that enables users to generate structured XMind mind maps with hierarchical topics, notes, and labels through natural language. It features automatic file saving to the local Documents folder and can automatically open generated maps in the XMind application.1631MIT
CodeGraphofficial
Alicense-qualityAmaintenanceBuilds a semantic graph of codebases across 38 languages and exposes 42 MCP tools for structured code understanding, search, and impact analysis.56Apache 2.0
Draw.io MCP Serverofficial
Alicense-qualityBmaintenanceEnables LLMs to create and open diagrams in the draw.io editor, supporting inline chat previews via MCP Apps, direct editor opening with XML/CSV/Mermaid format support, and diagram export to PNG/SVG/PDF or browser URLs through multiple integration approaches.5,157Apache 2.0- Alicense-qualityCmaintenanceScans AWS environments and generates professional architecture diagrams showing VPC networking, compute, storage, and security resources.MIT
- Alicense-qualityCmaintenanceProvides tools for creating, deleting, and querying nodes and edges in Excalidraw diagrams, enabling diagram editing via LLM interfaces.964MIT
- Alicense-qualityFmaintenanceEnables to create and edit Microsoft Visio diagrams programmatically via a standardized API.86MIT
- Alicense-qualityCmaintenanceA Model Context Protocol server for creating and managing draw.io diagrams with batch operations and rich node types.8931Apache 2.0
- Alicense-qualityCmaintenanceMCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources for use in MCP clients like Claude Code, enabling state folding, κ-band classification, and fold operations.MIT
- Alicense-qualityDmaintenanceProvides comprehensive architectural expertise through specialized agents, resources, and tools for generating, evaluating, and modifying architectural designs.1,498ISC
- Alicense-qualityBmaintenanceMCP server enabling AI agents to design and deploy WRedis/Redis-backed services using expert patterns, architecture scaffolding, and a unified CLI.MIT
- Alicense-qualityDmaintenanceAn MCP server that equips AI assistants with specialized, opinionated development playbooks for building microservices, frontends, databases, and DevOps pipelines. It integrates with clients like VS Code Copilot, Claude Desktop, and Cursor to provide battle-tested expertise.49MIT
- Alicense-qualityBmaintenanceProvides architecture design expertise to AI coding agents, analyzing requirements, selecting architecture patterns, generating concrete designs, and evaluating quality attributes.MIT
- Alicense-qualityCmaintenanceMCP server for rendering Mermaid diagrams and generating source-code diagrams, with tools to render text/files and produce dependency/class diagrams.78MIT
- Alicense-qualityDmaintenanceThe Fabric-Analytics-MCP server enables AI agents to interact directly with Microsoft Fabric using natural language. It transforms complex data engineering tasks—such as workspace management, data exploration, and job execution—into intuitive, conversational workflows for LLMs like Claude or GitHub10109MIT
- Alicense-qualityBmaintenanceEnables generating cloud architecture diagrams, flowcharts, sequence diagrams, and more using three rendering engines: mingrammer/diagrams, Mermaid, and PlantUML.3MIT