synthesize
Citation-aware synthesis over pre-gathered content; CRAG-style quality gate, contradiction surfacing, outline-guided generation
How to use it
synthesize is exposed by the Gigaxity Deep Research MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the synthesize tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.
Install Gigaxity Deep Research
pip install -e .Other tools in Gigaxity Deep Research (5)
Fast conversational answer (direct LLM call, no search hop)
Exploratory expansion — surfaces explicit, implicit, related, and contrasting angles, then flags knowledge gaps
Deep synthesis with optional CoT depth control over pre-gathered content
Combined pipeline: multi-source search plus LLM synthesis with citations, in one call.
Raw multi-source aggregation across SearXNG, Tavily, and LinkUp with RRF fusion. No LLM call.