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The public integration code is organized into four repositories under ricciflow-api: The MCP, skill, and example packages use the MIT license and connect to the hosted API. They do not distribute the main service implementation or its source-provider credentials. Calls are accounted against the requesting user’s SocialQuery balance. Choose the quickstart for an HTTP integration or agent setup for a tool client. Before relying on an operation, review availability and verify the required call.