Exposes RAG-related tools (query_knowledge_hub, list_collections, get_document_summary) via the Model Context Protocol, enabling AI assistants to perform hybrid search, document ingestion, and evaluation on knowledge bases.
Enables querying private knowledge bases through a modular RAG pipeline with features like hybrid retrieval, reranking, and observability, exposed via the Model Context Protocol.
Provides AI assistants with tools to access Kubernetes enhancement proposals (KEPs), contributor guidelines, and official documentation via the Model Context Protocol.
Enables AI assistants to search, retrieve, and manage documents from a Context11 knowledge base through tools like search_context, get_document, and list_folders.
Enables searching and retrieving arXiv papers via the Model Context Protocol, providing tools for querying, structured search, and literature review prompts.
