Integrations
Integrations Overview
Connect QANATIX to any AI model — Claude, GPT, Gemini, LangChain, or your own agent.
Integrations
QANATIX works with any AI model through two protocols:
| Protocol | Best for | Latency |
|---|---|---|
| MCP (Streamable HTTP) | Claude Desktop, Claude Code, Cursor, any MCP client | Native tool calling |
| REST API | GPT, Gemini, LangChain, custom agents | Standard HTTP |
MCP — native AI tool
QANATIX exposes three MCP tools:
| Tool | Description |
|---|---|
qanatix_search | Hybrid search across a vertical |
qanatix_lookup | Get a specific entity by ID |
qanatix_verticals | List available verticals and their schemas |
And two MCP resources:
| Resource | Description |
|---|---|
entity://\{entity_id\} | Read-only access to a single entity by UUID |
schema://\{vertical\}/\{entity_type\} | JSON Schema definition for a vertical/entity type |
When Claude or Cursor sees a question about data, it calls qanatix_search() automatically and gets back your verified results.
Choose your integration
- Claude (MCP) — Claude Desktop + Claude Code
- OpenAI (REST) — GPT-4o function calling
- LangChain — tool integration
- Cursor — IDE MCP
- Custom agent — build your own MCP client