RLM Knowledge Base MCP Server

Example Use Cases

• 1

  Perform fast, cost-efficient full-text search over local company documents.

• 2

  Autonomously navigate and read documents using an LLM with tool support.

• 3

  Integration with Claude Desktop via the MCP protocol for seamless document querying.

Description

The RLM Knowledge Base MCP server enables direct access to indexed company documents through Claude Desktop or other MCP-compatible clients. It offers fast full-text search using SQLite FTS5, intelligent document reading, and transparent reasoning by allowing the LLM agent to autonomously decide which documents to read. This approach avoids information loss from chunking and supports incremental indexing without LLM costs.