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Connect agents to OpenRAG knowledge bases over MCP

Use OpenRAG's built-in MCP endpoint so agents can ingest documents, search a knowledge base, create filters, and run RAG-backed chat against a deployed OpenRAG instance.

skills/connect-agents-to-openrag-knowledge-bases-over-mcp/SKILL.md

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# Connect agents to OpenRAG knowledge bases over MCP

Use OpenRAG's built-in MCP endpoint so agents can ingest documents, search a knowledge base, create filters, and run RAG-backed chat against a deployed OpenRAG instance.

## Prerequisites

OpenRAG deployment; OpenRAG API key; MCP client with streamable HTTP support such as Cursor, Claude Desktop, IBM Bob, or another MCP-capable agent runtime

## Installation

Deploy or run OpenRAG first, then connect your MCP client to the built-in HTTP endpoint.

For the documented self-managed deployment, install Python, uv, and Docker or Podman, then clone and configure the upstream project: