A
license-
qualityD
maintenanceAnalyzes codebases to automatically generate README, API docs, architecture diagrams, and CHANGELOG.
7
MIT
72,464 servers. Updated
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"Making API documentation usable for LLMs" matching MCP servers:
- Flicense-qualityCmaintenanceAutomatically analyzes Python codebases and generates professional documentation including README, API docs, and setup guides.
- AlicenseAqualityBmaintenanceGenerates professional documentation for multi-language projects with deep code analysis, supporting frameworks like Docusaurus, MkDocs, and Sphinx, including API docs, PDF export, and OpenAPI specifications.9MIT
- AlicenseAqualityBmaintenanceGenerates professional documentation for multi-language codebases with deep AST-based code analysis, supporting Docusaurus, MkDocs, and Sphinx frameworks. Includes API documentation generation, PDF export, OpenAPI spec generation, and sales-ready documentation for code marketplaces.9MIT
- Flicense-qualityDmaintenanceA smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.10
- FlicenseCqualityDmaintenanceA Model Context Protocol server that helps programmers understand code by providing explanations, tech stack analysis, and best practice suggestions through prompt templates.381
- Alicense-qualityCmaintenanceHelps LLMs write correct Ghidra scripts by providing API call-flows extracted from Ghidra's source code.MIT
- AlicenseAqualityCmaintenanceIntegrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.3Apache 2.0
- AlicenseAqualityCmaintenanceProvides the real exported API surface and type signatures of any npm package, extracted from its published TypeScript declarations, enabling AI coding agents to use functions accurately and avoid inventing nonexistent APIs.312MIT
- AlicenseAqualityCmaintenanceTracks latest versions and breaking changes for popular SDKs, enabling agents to check version updates and potential breaking changes efficiently.469Apache 2.0
- AlicenseAqualityCmaintenanceMCP server for DayZ Enforce Script that gives AI coding assistants deep knowledge of the DayZ scripting API with semantic search, code validation, class hierarchy, and reverse call graphs.81MIT
- AlicenseAqualityDmaintenanceAutomatically analyzes codebases and generates beautiful Mintlify-style documentation with API references, code examples, and changelogs. Keeps documentation synchronized with code changes across multiple programming languages.81MIT
compuute-scan-apiofficial
Alicense-qualityAmaintenanceScan-as-a-Service for MCP servers. Wraps the compuute-scan static security scanner with HTTP and MCP endpoints to analyze public GitHub repos for MCP-specific vulnerabilities.MIT- Alicense-qualityBmaintenanceProvides AI agents with ground-truth knowledge of Strapi projects by reading real schema files, enabling accurate queries and safe refactoring operations.MIT
- Alicense-qualityCmaintenanceIndexes Kotlin/Native platform klibs to enable fast symbol lookup for iOS APIs. Supports querying classes, members, and platform constants via MCP tools for Kotlin Multiplatform development.84MIT
- Alicense-qualityAmaintenanceUses Claude as an independent second-model reviewer inside Codex, performing reviews on disposable Git snapshots with structured findings.MIT
- Alicense-qualityDmaintenanceMCP server for angr binary analysis API workflow retrieval. Extracts real API usage patterns from angr's source code and angr-doc examples, then indexes them with semantic search so LLMs can query correct API call sequences.MIT
- Alicense-qualityDmaintenanceEnables Claude Code to leverage OpenAI models for expert code review, deep architecture analysis, and security audits, with automatic markdown report generation.MIT
- Flicense-qualityDmaintenanceEnables scanning Solidity smart contracts for 13 vulnerability classes using pattern-based analysis; provides full audit, quick scan, gas analysis, and detector catalog through MCP tools.
- 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