governed_sample
Request a governed LLM completion that is classified, policy-checked, optionally gated, and recorded in a forensic ledger for compliance.
Instructions
Request a governed LLM completion via MCP Sampling. The client performs the model call — the server governs when, how, and under what constraints sampling is allowed. Every request is classified, policy-checked, optionally gated, and recorded in the forensic ledger.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| purpose | Yes | Why this sampling is happening. Determines MAI classification. gate_review_assist triggers MANDATORY gate. | |
| prompt | Yes | The prompt / question to send to the model | |
| system_prompt | No | Optional system prompt for the sampling request | |
| context | No | Additional context prepended to the prompt | |
| max_tokens | No | Maximum tokens for the response | |
| include_context | No | Context inclusion mode. "none" (default) minimizes exposure. "thisServer" includes this MCP server context. | none |
| domain | No | Domain context for MAI classification | general |
| agent_name | No | Agent requesting the sample |