A
license-
qualityD
maintenanceAnalyzes codebases to automatically generate README, API docs, architecture diagrams, and CHANGELOG.
7
MIT
73,059 servers. Updated
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"Keep a Changelog" matching MCP servers:
- AlicenseAqualityBmaintenanceCloud infrastructure provisioning via natural language. Enables deploying production-ready infrastructure on AWS, GCP, Azure, or Oracle with a single prompt.1277MIT
- AlicenseAqualityDmaintenanceEnables AI agents to generate and edit draw.io diagrams with real-time browser preview.538Apache 2.0
- 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
- AlicenseAqualityFmaintenanceMCP 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.5498MIT
- 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
- 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.51MIT
- AlicenseAqualityDmaintenanceProvides UI architecture analysis for converting Figma designs or web pages into reusable UI code blocks with effort estimation in CSV format.1141MIT
- 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
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
Vibgrate AI Contextofficial
Alicense-qualityAmaintenanceLocal-first MCP server that gives AI assistants codebase intelligence—code graph, drift analysis, vulnerability attribution, and version-correct library docs—all from the user's machine.2,4773Apache 2.0- Alicense-qualityCmaintenanceProfessional AI-powered architecture diagram generator with multi-cloud support and MCP server integration. Generates beautiful, accurate diagrams with provider-specific icons for AWS, Azure, GCP, Kubernetes, and more.10MIT
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
CodeGraphofficial
Alicense-qualityAmaintenanceBuilds a semantic graph of codebases across 38 languages and exposes 42 MCP tools for structured code understanding, search, and impact analysis.56Apache 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
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.3MIT- 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-qualityBmaintenanceProvides a code graph querying and visualization MCP server, enabling users to search, trace, and describe code components, overlay diffs, and explore architecture through natural language.MIT