Developer documentation

REST API, MCP tools and connectors in a clearly structured documentation surface with code examples, reference and fast entry points.

Quickstart

Your first search in three steps

Create an account

Create a tenant and configure the first knowledge space.

Connect a source

Authorize a connector and start the initial sync.

Connect a client

Use the MCP endpoint or REST API in the target application.

MCP tools

The read-only MCP server provides search, fetch, answer and the list of available partitions.

https://kwrag.chemmedia.ai/mcpOAuth 2.1

REST API

CRUD for partitions, connections and documents; search and answer SSE. The full OpenAPI reference lives at /api/openapi.json.

curl API v1

curl https://kwrag.chemmedia.ai/api/v1/search \
  -H "Authorization: Bearer $KW_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"query":"Which policy applies?"}'

Connector documentation

Setup notes for SharePoint, Google Drive, Confluence, the website crawler and upload.

Open connectors

Authentication

MCP connections use OAuth 2.1. Development tools can be connected via an API-key bearer token.

Next step

Connect one source.
Check the first answer.

Start free with one connector and 1,000 queries per month.

Start free See pricing