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maintenanceEnforces a rigorous spec-driven engineering workflow for AI coding assistants, requiring requirements, design, and task planning before any code is written.
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"A search for recent LinkedIn posts about a specific job role" 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.Last updated
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- 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 calleLast updated3492MIT
- AlicenseAqualityBmaintenanceAn MCP server that turns a rough project idea into a structured spec, running entirely locally inside any MCP-compatible editor.Last updated4410MIT
- AlicenseAqualityFmaintenanceA research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini's generous free tier for deep codebase analysis without burning your main model's quota!Last updated6108Mozilla Public 2.0
- 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
- AlicenseAqualityAmaintenanceStop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.Last updated53MIT
- AlicenseAqualityBmaintenancediagramzu-mcp lets an AI client (Claude, Cursor, ChatGPT, etc.) author Mermaid diagrams in a shared workspace that a team can read, comment on, embed, and present at a clean URL — rather than just generating a one-off diagram. Hosted endpoint https://mcp.diagramzu.ai/mcp or local npx -y @diagramzu/mcp. Also listed in the official MCP registry as ai.diagramzu/mcp.Last updated14201MIT
- AlicenseAqualityBmaintenanceArchitectural sensor for Python codebases. Scores structural health (modularity, acyclicity, depth, equality), detects import cycles, enforces YAML layer rules, and runs a snapshot/diff loop so AI-assisted edits do not silently regress structure.Last updated134MIT
- 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
- 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.Last updated210MIT
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- AlicenseAqualityAmaintenanceAn MCP server for Spec-Driven Development that transforms natural language ideas and meeting transcripts into structured, production-grade specifications using EARS notation. It automates a 7-phase pipeline to generate project artifacts like requirements, architecture designs, and task lists directly to disk.Last updated5894915MIT
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- 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.Last updated39MIT