haiku.rag/docs/mcp.md
2025-11-04 16:02:58 +02:00

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# Model Context Protocol (MCP)
The MCP server exposes `haiku.rag` as MCP tools for compatible MCP clients.
## Available Tools
### Document Management
- `add_document_from_file` - Add documents from local file paths
- `add_document_from_url` - Add documents from URLs
- `add_document_from_text` - Add documents from raw text content
- `get_document` - Retrieve specific documents by ID
- `list_documents` - List all documents with pagination and optional filtering
- `delete_document` - Delete documents by ID
### Search
- `search_documents` - Search documents using hybrid search (vector + full-text)
## Starting MCP Server
The MCP server starts automatically with the serve command and supports Streamable HTTP and stdio transports:
```bash
# Default streamable HTTP transport
haiku-rag serve
# stdio transport (for Claude Desktop)
haiku-rag serve --stdio
```