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maintenanceEnables intelligent handling of large files through smart chunking, search with regex support, line navigation, and streaming capabilities without loading entire files into memory.
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"Generating API interface information from online FastAPI documentation for large models" matching MCP servers:
- Alicense-qualityDmaintenanceThis server automatically validates consistency between AI-generated frontend and backend code by enforcing OpenAPI 3.0 specifications. It injects smart constraints into AI prompts to ensure that generated data structures and API calls remain synchronized across the entire stack.Last updated34MIT
- Alicense-qualityCmaintenanceA stdio-based MCP server for fast, bounded search and navigation of large code repositories using ripgrep, with tools for project-wide search, symbol lookup, file listing, and code reading.Last updated91MIT
- Flicense-qualityDmaintenanceAutomatically analyzes Python codebases and generates professional documentation including README, API docs, and setup guides.Last updated
- 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.Last updated9MIT
- 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.Last updated9MIT
- AlicenseAqualityBmaintenanceAn MCP server that gives Claude Code IDE-level intelligence for FastAPI projects — semantic code navigation, safe renaming, route inspection, dependency trees, and Pydantic model analysis. Instead of Claude reading files blindly, it calls structured tools backed by Jedi (Python language server) and Python's AST.Last updated91MIT
- Alicense-qualityDmaintenanceAnalyzes codebases to automatically generate README, API docs, architecture diagrams, and CHANGELOG.Last updated2MIT
- Flicense-qualityDmaintenanceA smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.Last updated10
- FlicenseCqualityCmaintenanceA Model Context Protocol server that helps programmers understand code by providing explanations, tech stack analysis, and best practice suggestions through prompt templates.Last updated3261
- Alicense-qualityCmaintenanceProvides 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.Last updatedMIT
- Alicense-qualityCmaintenanceHelps LLMs write correct Ghidra scripts by providing API call-flows extracted from Ghidra's source code.Last updatedMIT
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- Alicense-qualityDmaintenanceEnables Claude Code to leverage OpenAI models for expert code review, deep architecture analysis, and security audits, with automatic markdown report generation.Last updatedMIT
- AlicenseAqualityBmaintenanceIntegrates 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.Last updated3Apache 2.0
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- FlicenseAqualityDmaintenanceAI-optimized MCP server for PineScript v6 development, providing comprehensive documentation access, style guide adherence, and code review capabilities.Last updated428
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- 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.Last updated81MIT
- 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.Last updated134MIT