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Search and retrieve knowledge base chunks for RAG answers with source tracing.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "Halyard Knowledge Base MCP Server" yet — see the docs or source repo.
Use kb_search to find documentation in the Halyard knowledge base about authentication configuration, and return the most relevant result summaries and item IDs.
A list of relevant documentation chunk summaries and their IDs for further retrieval.
Using the result IDs already found, call kb_fetch to retrieve the full documentation chunks and organize them into readable bullet points.
The full selected documentation chunks or a structured summary of their key points.
Answer the question 'How do I configure API access permissions?' using the knowledge base: search first, fetch relevant chunks, then use kb_sources to list cited sources.
A knowledge-grounded answer with a clear list of cited sources for verification.
Index a knowledge base into Chroma and retrieve relevant document fragments.
Centralize knowledge, run semantic search, ingest documents, and generate RAG answers.
Search, validate, and cross-reference structured Markdown knowledge vaults for AI workflows.
Production-ready MCP server for query normalization, retrieval, and RAG prompt building.
Turn unstructured documents into a searchable knowledge base for AI agents.
Search official library docs and return clean text ready for LLM use.