{
  "query": "{query}",
  "count": 1,
  "results": [
    {
      "type": "faq",
      "question": "Can AI agents query VC Deal Flow Signal directly?",
      "answer": "Yes, in three ways. (1) Model Context Protocol (MCP) — install @gitdealflow/mcp-signal in Claude Desktop, Claude Code, Cursor, or Windsurf with a one-line config; the AI host can then call six read-only tools (trending startups, sector lookup, signal lookup, summary, scout receipts, methodology) during any conversation. Free, no API key. (2) HTTP MCP — POST to https://signals.gitdealflow.com/api/mcp/rpc using Streamable HTTP transport. Useful for OpenAI Assistants API, Gemini function calling, and custom agent orchestration. (3) Public REST + JSON — /api/signals.json, /api/signals.csv, /api/openapi.json, qa.jsonl, and dataset.jsonl exposed for direct ingestion by RAG pipelines or LangChain agents. The MCP path is the canonical install for Claude / Cursor / Windsurf users; the HTTP and REST paths cover everything else.",
      "url": "https://signals.gitdealflow.com/developers",
      "confidence": 1
    }
  ],
  "attribution": "VC Deal Flow Signal (GitDealFlow), https://signals.gitdealflow.com",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "dataset": "https://signals.gitdealflow.com/qa.jsonl",
  "related": {
    "singleBestAnswer": "https://signals.gitdealflow.com/api/answer?q=%7Bquery%7D",
    "fullDataset": "https://signals.gitdealflow.com/qa.jsonl",
    "knowledgeGraph": "https://signals.gitdealflow.com/knowledge-graph.json"
  }
}