A
license-
qualityD
maintenanceAnalyzes codebases to automatically generate README, API docs, architecture diagrams, and CHANGELOG.
7
MIT
73,344 servers. Updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
io.github.Vonage
ai.smithery
ai.statemind
com.stimulsoft.devs
"A server for finding relevant Python documentation" matching MCP servers:
- Alicense-qualityBmaintenanceExposes the 23 Gang of Four design patterns to AI coding agents for generation, canonical examples, AST-based detection, validation, and anti-pattern refactoring in Python codebases.MIT
- Alicense-qualityDmaintenanceA Model Context Protocol server for deep codebase understanding of Python projects, focusing on data analysis and scientific computing. It provides architectural analysis, pattern detection, dependency mapping, test coverage analysis, and AI-optimized context generation.1MIT
- 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.
- FlicenseAqualityCmaintenanceMCP server for automatic technical documentation generation of Satrack projects.1
- Alicense-qualityDmaintenanceGenerates technical documentation and diagrams (C4, UML, flowcharts, Gantt, etc.) using MCP protocol, with Docker-based tooling and optional AI image generation via DALL-E 3.2MIT
- AlicenseAqualityDmaintenanceProvides UI architecture analysis for converting Figma designs or web pages into reusable UI code blocks with effort estimation in CSV format.1141MIT
- Flicense-qualityDmaintenanceProvides programmatic access to SAP Fiori Jetpack Compose UI SDK documentation, including API references and feature guides. It enables users to list, search, and retrieve content from over 6,000 documentation files to support Android development.
- Flicense-qualityDmaintenanceEnforces a rigorous spec-driven engineering workflow for AI coding assistants, requiring requirements, design, and task planning before any code is written.
- AlicenseAqualityDmaintenanceGenerates GCP architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python diagrams DSL via MCP.31Apache 2.0
- AlicenseAqualityDmaintenanceConnects Claude directly to Godot 4 projects to read and manipulate scenes, nodes, scripts, and assets within the editor. It enables real-time scene tree management, script editing, and resource configuration through a local Node.js bridge and GDScript plugin.16234MIT
- AlicenseAqualityDmaintenanceGenerates 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.41MIT
- AlicenseAqualityBmaintenanceGenerates draw.io diagrams and architecture designs from natural language prompts using DrawX API, integrating with Claude, Cursor, and VS Code.338MIT
- AlicenseAqualityDmaintenanceAn MCP server that generates professional infrastructure diagrams using the Python diagrams DSL, with first-class Azure support and GitHub Copilot integration for natural language diagram generation.4MIT
- AlicenseAqualityDmaintenanceA full-featured MCP server that lets AI assistants create and edit tldraw diagrams programmatically with 30 tools across all 14 shape types.432MIT
- 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.4
- FlicenseBqualityAmaintenanceMCP server for high-fidelity code audits, refactoring, and architectural analysis using specialized Proxy Experts.85
- AlicenseBqualityFmaintenanceSecurity-hardened MCP server for Excalidraw with API key auth, rate limiting, real-time WebSocket sync, and 14 diagramming tools162793MIT
- AlicenseCqualityDmaintenanceEnables creation and management of state/decision graphs using NetworkX, supporting directed graphs with conditional branches, edge ordering, path finding, and visualization through PNG exports or interactive web interface.24MIT
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