MCPs tagged with documentation-retrieval
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RAG Documentation MCP Server
Vector-based documentation search and context augmentation for AI assistants
RAG Documentation MCP Server provides vector-based search and retrieval tools for documentation, enabling large language models to reference relevant context in their responses. It supports managing multiple documentation sources, semantic search, and real-time context delivery. Documentation can be indexed, searched, and managed with queueing and processing features, making it highly suitable for AI-driven assistants. Integration with Claude Desktop and support for Qdrant vector databases is also available.
- ⭐ 238
- MCP
- hannesrudolph/mcp-ragdocs
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dev.augments/mcp
Real-time framework documentation provider and context enhancer for Claude Code via MCP.
Augments MCP Server delivers comprehensive, real-time framework documentation and context-aware assistance for developers, integrating seamlessly with Claude Code through the Model Context Protocol. It aggregates and prioritizes multi-source documentation, employs advanced caching and hot-reloading, and enhances context with compatibility analysis and task-specific insights. It offers structured, validated JSON outputs and robust error handling for a modern, resilient developer experience.
- ⭐ 79
- MCP
- augmnt/augments-mcp-server