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maintenanceProvides reference implementations of MCP servers using FastAPI and FastMCP, including calculator and RSS/Atom feed parser tools.
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"Proof-of-concept examples for Multi-Component Processes (MCPs)" matching MCP servers:
- Alicense-qualityBmaintenanceAn MCP server that exposes a Svelte/SvelteKit project's component dependency graph over stdio, enabling AI coding assistants to query component imports, unused components, and route dependencies without an editor.Last updated16MIT
- Flicense-qualityDmaintenanceTranslates natural language commands into structured geometric operations for a simulated CAD engine using LLMs. It enables users to create shapes, modify dimensions, and perform 3D operations like extrusion through the Model Context Protocol.Last updated
- Alicense-qualityDmaintenanceConnects AI models to MasterGo design tools, enabling retrieval of DSL data, component documentation, and metadata from MasterGo design files for structured component development workflows.Last updated11,837ISC
- AlicenseAqualityAmaintenanceA single, queryable source of engineering constraints that coding agents consult at code-generation time, exposed over an MCP server.Last updated3Apache 2.0
- FlicenseAqualityDmaintenanceRender hierarchical system diagrams as PNGs from YAML definitions using a four-level ontology of networks, factories, machines, and nodes.Last updated4
@plantuml/mcp-jsofficial
AlicenseAqualityBmaintenancePure Node.js MCP server that renders and validates PlantUML diagrams with zero Java and zero external server, powered by TeaVM. Exposes render_diagram, check_syntax and diagram_explain — just run npx @plantuml/mcp-js.Last updated413,189LGPL 3.0- AlicenseAqualityAmaintenanceStop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.Last updated53MIT
- AlicenseAqualityBmaintenanceLocal-first MCP server for storing and managing project architecture, modules, data flow, and usage examples with complete privacy.Last updated28145MIT
- AlicenseAqualityDmaintenanceEnables AI agents to programmatically generate, edit, and view Excalidraw diagrams with real-time browser synchronization. It provides a suite of tools for adding shapes, text, and arrows to diagrams through natural language interactions.Last updated111,55997MIT
- 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
- AlicenseAqualityDmaintenanceEnables multi-dimensional architecture review of technical solutions with web intelligence and knowledge base auto-sedimentation, acting as a logical security gateway for Claude Code.Last updated2MIT
- AlicenseAqualityAmaintenanceProvides AI coding agents with durable architecture memory for repositories by generating structured project maps of responsibilities, relationships, and risks.Last updated6161MIT
- AlicenseAqualityAmaintenanceCross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, and TypeScript. Indexes source code into embedded KuzuDB via tree-sitter and exposes 30+ tools for call-flow tracing, multi-hop taint analysis (OWASP/CWE/PCI/STIG), entry-point reachability filtering, performance hotspot detection, and license compliance — without reading source files. 95% fewer tokens vs source-readLast updated331MIT
- AlicenseAqualityCmaintenanceAn architecture consulting server that reviews multi-agent systems against a knowledge graph of patterns derived from expert literature. It provides grounded recommendations with chapter citations, maturity scoring, and interactive architecture diagrams to identify and fix structural gaps.Last updated175AGPL 3.0
- AlicenseAqualityDmaintenanceEnables generation of PlantUML diagrams (sequence, class, C4, architecture) with embeddable SVG/PNG URLs, encoding/decoding capabilities, and automatic syntax error detection and fixing.Last updated316450MIT
- AlicenseAqualityAmaintenancePrevents premature AI coding by transforming vague product ideas into structured specifications, architecture decisions, and acceptance criteria through a series of interrogation and compilation tools.Last updated770MIT
- AlicenseAqualityDmaintenanceAnalyzes software projects to extract architecture, build dependency graphs, and predict the impact of code changes.Last updated241MIT
- AlicenseAqualityDmaintenanceConnects Claude Desktop to BULC fire simulation software for AI-powered building design, enabling natural language creation of rooms, walls, and multi-story structures with spatial awareness and undo/redo support.Last updated751MIT
- AlicenseAqualityDmaintenanceProvides AI models with structured design guidelines and system prompts for creating consistent, high-quality interactive visualizations like charts, diagrams, and mockups. It enables on-demand loading of UI specifications to optimize token usage while ensuring visually polished and functional widget generation.Last updated13156MIT
