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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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"Querying a PostgreSQL database using natural language input" matching MCP servers:
- Alicense-qualityCmaintenanceProvides UI architecture analysis for converting Figma designs or web pages into reusable UI code blocks with effort estimation in CSV format.Last updated91MIT
- Flicense-qualityBmaintenanceEnables querying cross-repo code dependencies, HTTP routes, database tables, and queues via an MCP server using Cypher queries.Last updated
- AlicenseAqualityBmaintenanceCloud infrastructure provisioning via natural language. Enables deploying production-ready infrastructure on AWS, GCP, Azure, or Oracle with a single prompt.Last updated12729MIT
- 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 updated5727MIT
- AlicenseAqualityCmaintenanceProxy server that enables Claude Code to interact with the DASE ORM Designer VS Code extension, providing 42 tools for database design and management.Last updated1MIT
- AlicenseAqualityBmaintenanceGenerates engineer-grade SaaS specifications — design systems, database schemas, and RLS policies for AI build tools like Lovable, Cursor, and Claude Code. 4 tools, TypeScript, MIT licensed.Last updated41MIT
- AlicenseAqualityCmaintenanceA graph layout server that computes node coordinates and edge paths from structure using elkjs, enabling agents to offload layout calculations without rendering.Last updated5Apache 2.0
- AlicenseAqualityAmaintenanceDistills Claude Code's 310K-line source into 32 queryable modules via MCP, enabling AI agents to learn and reuse Claude Code's architectural patterns through natural language.Last updated6153MIT
- 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 updated413,203LGPL 3.0- AlicenseAqualityFmaintenanceEnables AI assistants to directly control Autodesk 3ds Max through natural language to create models, set materials, adjust lighting, and automate animations. It bridges the Model Context Protocol with 3ds Max via a TCP socket to execute Python and MAXScript commands.Last updated42415MIT
- AlicenseAqualityCmaintenanceGenerates Excalidraw architecture diagrams with support for 60+ components including GCP, Kafka, and AI/Agentic shapes. Provides MCP tools for creating, modifying, and converting diagrams from structured input or Mermaid syntax.Last updated41MIT
- AlicenseAqualityBmaintenanceEnables AI assistants to generate professional UML diagrams (class, use case, activity, sequence) from natural language descriptions, producing editable .drawio files compatible with diagrams.net.Last updated7150ISC
- 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 updated114,02897MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to create and validate workflow diagrams using FlowZap's text-based DSL. Generates shareable playground URLs for visualizing flowcharts, process diagrams, and CI/CD pipelines through natural language descriptions.Last updated7925MIT
- AlicenseAqualityBmaintenanceGenerates draw.io diagrams and architecture designs from natural language prompts using DrawX API, integrating with Claude, Cursor, and VS Code.Last updated350MIT
- AlicenseAqualityDmaintenanceGenerates publication-quality charts and diagrams from natural language descriptions directly within Claude.Last updated3116MIT
- AlicenseAqualityAmaintenanceMCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeORM, or SQLAlchemy, generates a Mermaid ER diagram, and writes it into your documentation, with drift detection to keep diagrams up-to-date.Last updated51MIT
- 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 updated5828116MIT