A
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qualityC
maintenanceEnables visual drag-and-drop editing of Mermaid diagrams through Claude, allowing iterative refinement of software architecture designs.
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"Controlling Ableton Live music production software" matching MCP servers:
- AlicenseAqualityCmaintenanceRenders Mermaid diagram markup to PNG images using Puppeteer/Chromium. Enables AI-generated diagrams to be previewed inline and saved to disk.Last updated113MIT
- 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
- 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
- AlicenseAqualityCmaintenanceBlueprint is an MCP server that enables AI assistants to create C4 software architecture diagrams from structured data.Last updated3MIT
- AlicenseAqualityAmaintenanceModel Context Protocol (MCP) server for @imqueue — lets AI coding agents (Claude Code, Cursor and others) search the docs, scaffold typed services & clients and use @imqueue/cli live.Last updated613769GPL 3.0
- 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
- AlicenseAqualityDmaintenanceAnalyzes software projects to extract architecture, build dependency graphs, and predict the impact of code changes.Last updated241MIT
- FlicenseAqualityCmaintenanceGenerates complete, production-ready REST, GraphQL, and microservice APIs with built-in security, validation, and deployment configurations.Last updated5
- AlicenseAqualityDmaintenanceA minimal MCP server for AI-driven canvas manipulation and visualization using tldraw. It enables AI clients to programmatically create, update, and manage shapes, flowcharts, and frames on a live interactive canvas.Last updated91MIT
- 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
- AlicenseAqualityDmaintenanceEnables AI to analyze, query, and manage a graph-based representation of software architecture for impact analysis, dependency tracking, and design.Last updated2021AGPL 3.0
- FlicenseAqualityCmaintenanceAn MCP server that designs software projects by drafting design documents with an LLM, refining them, answering questions, and creating projects via the AI2DEV API.Last updated4
- AlicenseBqualityDmaintenanceA Best Practices Oracle that provides dynamic advice, checklists, and architectural patterns for various software technologies. Helps developers with refactoring, testing guidelines, security checklists, and deployment principles through technology-aware recommendations.Last updated2MIT
NEAT MCP Serverofficial
Alicense-qualityBmaintenanceProvides AI agents with a live architecture model of a codebase, enabling queries for root cause analysis, blast radius, and dependency traversal through MCP tools.Last updated18312Apache 2.0
SGraph MCP Serverofficial
Alicense-qualityCmaintenanceGives AI agents instant access to software architecture, dependencies, and impact analysis through pre-computed sgraph models, replacing dozens of grep/read cycles with a single tool call.Last updated3MIT- Alicense-qualityFmaintenanceLiving typed knowledge graph for software projects, exposed over MCP so coding assistants can capture and query modules, capabilities, flows, events, rules and decisions across sessions. SQLite-backed, schema-validated, ships as a Claude Code plugin.Last updatedMIT
- Alicense-qualityDmaintenanceAn MCP server that enforces the clean-room software reimplementation process with role-gated tools and a tamper-evident audit trail.Last updated42MIT
- Alicense-qualityCmaintenanceAn MCP server that adds engineering discipline to AI-assisted development, enforcing evidence-gated TDD, security review, backup strategy, and deployment generation to turn AI-generated code into production-ready software.Last updated2110MIT
- Alicense-qualityAmaintenanceA production-grade MCP server that turns natural language intent into fully-architected, accessible, production-ready UI code through a 7-step agentic pipeline.Last updated1Apache 2.0