Developer Documentation

QANATIX

Data middleware for AI. Upload structured data, search it from any AI agent in under 20ms.

Get StartedAPI ReferencePython SDK
Install
$ pip install qanatix
Search
import qanatix
qx = qanatix.Qanatix("sk_live_...")
results = qx.search("products", "stainless M8 bolt")
MCP
# Add to Claude, Cursor, or any MCP client
$ claude mcp add qanatix https://api.qanatix.com/mcp/

Getting Started

QuickstartZero to first query in 5 minutesInstallationDocker Compose setupAuthenticationAPI keys, scopes, rotationPython SDKpip install qanatix

Data Import

OverviewIngestion pipeline architectureFile UploadCSV, JSON, XML, PDFCustom SourcesAPI, webhooks, connectorsCollectionsAuto-detected fields, no schemas

Search

OverviewFull-text search with structured filtersREST APISearch endpoints and parametersFiltersField-level filtering and sortingResponse FormatsFull, compact, minimal

Integrations

Claude (MCP)Native MCP integrationOpenAI / GPTFunction callingLangChainRetriever and tool integrationAll IntegrationsCursor, agents, and more

Deployment

Self-HostedDocker Compose on your infraEU CloudManaged hosting in EUBring Your Own ModelAnthropic, OpenAI, Google

Reference

API ReferenceAll endpoints with examplesMCP ProtocolTools, resources, promptsQANATIX OpenPublic data API