Quickstart
Connect a server and make a small request with supplied data.
Server catalog
Choose the server, then read its tools, examples, and limitations.
Client setup
Configure authentication and Streamable HTTP transport.
Shared tools
Retrieve results, export artifacts, and prepare tables.
Shared Contract
- Wrap arguments in
{"request": {...}}. Two tools are exceptions:list_resourcestakes{}, andread_resourcetakes{"uri": "..."}. - Read the connected server’s
tools/listschema before constructing a request. A bundle can expose different tool names from an individual connection. - A large output is replaced by a stored reference, marked
data_stored: true; fetch it withresult_geton the same server. Aresult_idnext to inline data is not a stored reference on its own. - Exported files are MCP artifacts. Read them with
artifact_read_chunk. - Create your own handle for the models and estimators you fit, and save the results they return.