A
license-
qualityD
maintenanceAnalyzes codebases to automatically generate README, API docs, architecture diagrams, and CHANGELOG.
7
MIT
72,476 servers. Updated
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"Making API documentation usable for LLMs" 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.
- FlicenseAqualityCmaintenanceMCP server for automatic technical documentation generation of Satrack projects.1
- AlicenseAqualityCmaintenanceEnables AI assistants to understand and analyze Spring Boot codebases through static analysis, allowing natural language queries about endpoints, classes, dependencies, and architecture without running the application.13MIT
- FlicenseAqualityCmaintenanceGenerates complete, production-ready REST, GraphQL, and microservice APIs with built-in security, validation, and deployment configurations.5
- 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
- Flicense-qualityAmaintenanceAn MCP server that gives an AI agent read and write access to a live SysML v2 model through the vendor-neutral OMG SysML v2 REST API.
- 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.
- Alicense-qualityDmaintenanceParses Mermaid ER diagrams to create PostgreSQL tables and automatically generates REST and GraphQL CRUD APIs.MIT
- FlicenseAqualityDmaintenanceProvides systems thinking models as composable analysis lenses for architecture, infrastructure, DevOps, incident analysis, and technical decision-making.51
- 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
- AlicenseAqualityAmaintenanceAn MCP server that lets AI agents drive FigJam boards through a local Figma plugin, bypassing API rate limits with 19 tools for reading, writing, and editing FigJam content.192751MIT
- AlicenseAqualityBmaintenanceAn MCP server that renders Mermaid diagram syntax to PNG, SVG, PDF, or draw.io format, enabling LLMs to convert diagram descriptions into actual images.10MIT
- AlicenseAqualityDmaintenanceAn MCP server that enables LLMs to create and open diagrams in draw.io using XML, Mermaid, or CSV formats, by building a URL with compressed content and opening it in the browser.389MIT
- AlicenseAqualityBmaintenanceGenerates draw.io diagrams and architecture designs from natural language prompts using DrawX API, integrating with Claude, Cursor, and VS Code.338MIT
- 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
- AlicenseAqualityDmaintenanceTech stack recommendations for developers. Deterministic 6-dimension scoring across 30+ technologies. 4 free tools, Pro features with API key.10689MIT
- AlicenseAqualityCmaintenanceCompare evidence-linked documentation claims with facts observed in the current source tree.10MIT
- FlicenseAqualityBmaintenanceA training MCP server that demonstrates how GitHub Copilot can securely access internal banking APIs, documentation, and architecture review prompts.4
- FlicenseAqualityDmaintenanceProvides comprehensive design principles and best practices to help LLMs generate modern, accessible web pages through guidance on layouts, colors, and typography. It enables users to review design approaches and access expert recommendations for responsive design, component structure, and current industry trends.12313