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maintenanceA Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).
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Apache 2.0
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"A tool or method for searching a codebase and providing relevant context" matching MCP servers:
- AlicenseNot gradedqualityDmaintenanceGenerates comprehensive documentation (architecture overview, dependency graph, API surface, and README) for any codebase locally without external APIs.6MIT
- Apache 2.0
- FlicenseNot gradedqualityBmaintenanceEnables AI agents to index, search, and retrieve architectural documentation and store self-learning notes from codebases.1
- AlicenseAqualityDmaintenanceA tool discovery MCP server that integrates with Azure DevOps wikis and code-graph-rag to match natural language goals to tools, enabling tool composition and proxy testing.81MIT
- AlicenseAqualityCmaintenanceA high-performance MCP server providing up-to-date documentation for Go, npm, Python, Rust, Docker, Kubernetes, Terraform, and more — fetched from official sources, not training data.183MIT
- AlicenseCqualityFmaintenanceEnables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.115MIT
- AlicenseNot gradedqualityDmaintenanceA Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.MIT
- AlicenseNot gradedqualityDmaintenanceEnables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.MIT
- AlicenseNot gradedqualityDmaintenanceA Bun-based MCP server that allows AI models to query Swagger/OpenAPI documentation from local files or remote URLs. It enables users to search for APIs, retrieve detailed endpoint definitions, and fetch schemas to facilitate code generation and API integration.1133MIT
- AlicenseAqualityDmaintenanceA Model Context Protocol (MCP) server that injects 'Just-in-Time' context into AI conversations based on file paths and glob patterns.1251ISC
- AlicenseAqualityDmaintenancegit blame tells you who wrote a line. This tells you why.5162MIT
- FlicenseAqualityDmaintenanceAutomatically analyzes project dependencies to discover and download the most relevant documentation, enabling developers to quickly set up comprehensive project context.111
- AlicenseAqualityCmaintenanceProvides LLMs with secure, read-only access to local documentation by scanning directories, extracting content from PDF, DOCX, Markdown, and text files, and performing keyword searches.314MIT
- AlicenseBqualityFmaintenanceAutomatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.3GPL 3.0
- AlicenseNot gradedqualityDmaintenanceProvides context about Toon Boom Harmony and its scripting API, enabling AI assistants to access Harmony's API documentation and help developers work with Harmony's scripting capabilities.MIT
- AlicenseNot gradedqualityAmaintenanceAn MCP server that enables AI assistants to manage Context Repo prompts, documents, and collections with semantic search and progressive disclosure navigation.1121MIT
- AlicenseNot gradedqualityNot gradedmaintenanceEnables semantic search across Cairo and Starknet documentation, providing AI assistants with precise code examples and documentation chunks via vector search.2MIT
- AlicenseNot gradedqualityDmaintenanceA local-first MCP server that turns a .context/ folder of markdown files into a searchable knowledge layer for AI coding agents.202MIT
- AlicenseNot gradedqualityBmaintenanceProvides project-aware context for coding agents by selecting relevant AGENTS.md, docs, module paths, and decision records based on task, reducing redundant context loading via MCP stdio.1Apache 2.0