F
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qualityD
maintenanceA comprehensive MCP server for managing product initiatives, architecture decisions, requirements, and releases, enabling AI tools to interact with architectural documentation and planning.
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"A service for interacting with company data" matching MCP servers:
- 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.
- Flicense-qualityDmaintenanceEnforces a rigorous spec-driven engineering workflow for AI coding assistants, requiring requirements, design, and task planning before any code is written.
- AlicenseAqualityDmaintenanceProvides UI architecture analysis for converting Figma designs or web pages into reusable UI code blocks with effort estimation in CSV format.1141MIT
- AlicenseAqualityBmaintenanceCloud infrastructure provisioning via natural language. Enables deploying production-ready infrastructure on AWS, GCP, Azure, or Oracle with a single prompt.1277MIT
- AlicenseAqualityBmaintenanceAI-native architecture diagramming for MCP clients (Claude Code, Cursor, Windsurf). The calling agent authors the graph (nodes, groups, edges); Flowgraf validates it, lays it out deterministically with ELK, renders an SVG + Mermaid, and returns a link to a live, editable canvas you can refine by chat, drag, or one-click AI design review. Agent-authored ops — no API key and no LLM cost to the calle374MIT
- FlicenseAqualityCmaintenanceProvides ROS2 workspace graph knowledge including package dependencies, message/service/action definitions, and topic pub/sub relationships through MCP tools.4
- AlicenseAqualityAmaintenanceAn MCP server that lets AI agents drive FigJam boards through a local Figma plugin, bypassing API rate limits with 19 tools for reading, writing, and editing FigJam content.192751MIT
- AlicenseAqualityBmaintenanceLocal-first MCP server for storing and managing project architecture, modules, data flow, and usage examples with complete privacy.2856MIT
- AlicenseAqualityCmaintenanceAn MCP server that recommends tech stacks for your project. Describe what you're building and get a recommended stack with reasoning, tradeoffs, and what each layer should use.211MIT
- AlicenseAqualityBmaintenanceA Model Context Protocol server that converts Mermaid diagram code into various image formats (PNG, JPG, SVG, PDF) with theme customization options for AI clients.39MIT
- AlicenseAqualityAmaintenanceA Model Context Protocol (MCP) server that provides tools for interacting with OpenROAD and ORFS (OpenROAD Flow Scripts).1013BSD 3-Clause
- FlicenseCqualityDmaintenanceAnalyzes runtime data objects to suggest optimal UI component instructions for a low-code renderer using structural heuristics. It automatically maps data patterns to specific UI elements like tables, carousels, and cards to streamline interface generation.1
IcePanel MCP Serverofficial
Alicense-qualityDmaintenanceEnables interaction with IcePanel for architectural diagram management via MCP clients, such as Claude Desktop, Cursor, and Windsurf. Deprecated in favor of a remote MCP server.2815MIT
coderadiusofficial
Alicense-qualityAmaintenanceEnables AI agents to query architecture context, data contracts, and blast radius to prevent cross-repo architectural breakage before merging.30Apache 2.0
Archaic MCP Serverofficial
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.36MIT
NEAT MCP Serverofficial
Alicense-qualityAmaintenanceProvides AI agents with a live architecture model of a codebase, enabling queries for root cause analysis, blast radius, and dependency traversal through MCP tools.27917Apache 2.0- Alicense-qualityAmaintenanceAn MCP server for code intelligence that maps source code into a knowledge graph, enabling AI tools to understand architecture and structure rather than just individual files.7MIT
- Alicense-qualityFmaintenanceEnables to create and edit Microsoft Visio diagrams programmatically via a standardized API.86MIT
- Alicense-qualityBmaintenanceAn MCP server that integrates CST Studio Suite with the Model Context Protocol to enable automated electromagnetic simulation workflows. It provides specialized tools for material definition management and direct interaction with the CST Studio Suite environment.24MIT