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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.
Build and query vector knowledge bases for semantic search and RAG workflows.
Search and read Acumatica knowledge base files using natural language.