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io.github.infoinlet-marketplace/mcp-knowledge-rag

Official

by infoinlet-marketplace

Permission-aware RAG for agents — ingest docs, hybrid search, cited answers (hosted API).

The server provides a permission-aware RAG system for agents, ingesting documents, enabling hybrid search, and delivering cited answers via a hosted API.

🛠️ Key Features

  • Ingest documents for knowledge augmentation
  • Permission-aware retrieval and access control
  • Hybrid search combining semantics and structure
  • Cited answers delivered through a hosted API

🚀 Use Cases

  • Building agent assistants with controlled data access
  • Document-heavy workflows requiring traceable citations
  • Knowledge augmentation with reliable sourcing for responses

⚡ Developer Benefits

  • Clearly defined API surface for integration
  • Hosted API for easy deployment and testing
  • Grounded, cited responses to improve trust and compliance

⚠️ Limitations

  • Information scope limited to ingested docs and predefined permissions
  • Dependency on hosted API availability for responses
  • Requires proper document ingestion and access policy configuration
io.github.infoinlet-marketplace/mcp-knowledge-rag - agentage MCP Catalog