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Create Model Evaluation Run

An MCP tool from the DigitalOcean API server, hosted on mcp.hjlabs.in.

Create Model Evaluation Run To create a model evaluation run, send a POST request to /v2/genai/model_evaluation_runs. [POST /v2/gen-ai/model_evaluation_runs]

Name on the gateway: digitalocean_api__genai_create_model_evaluation_run · may change things.

Parameters

NameTypeDescription
candidate_inference_configobjectInference configuration for the candidate model during evaluation. The output…
candidate_model_namestringModel slug used to call the candidate model API. For dedicated inference, this…
candidate_model_sourceCANDIDATE_MODEL_SOURCE_SERVERLESS | CANDIDATE_MODEL_SOURCE_DEDICATED | CANDIDATE_MODEL_SOURCE_ROUTER | CANDIDATE_MODEL_SOURCE_AGENTWhether the candidate is a served model (serverless platform, a dedicated…
candidate_model_uuidstringUUID of the candidate model to evaluate.
dataset_uuidstringUUID of the dataset to use for evaluation.
epochsintegerHow many times each dataset row is evaluated. Defaults to 1, maximum 10. When…
eval_preset_uuidstring
judge_model_uuidstringUUID of the judge model used to score responses.
metric_uuidsarrayUUIDs of metrics to evaluate (selected from ListModelEvaluationMetrics).
namestring
preset_namestring
preset_save_sectionsarrayWhich sections of this run's resolved configuration to persist as a reusable…
save_as_presetbooleanDeprecated: use preset_save_sections. When true and preset_save_sections is…
sourcestringSource of the run creation (api, sdk, cli).
star_metricobject

How to call it

Through the Smart Gateway, any client can run it by name with call_tool, or let the gateway find it with search_tools:

call_tool arguments
{
  "name": "digitalocean_api__genai_create_model_evaluation_run",
  "arguments": {}
}

Or connect the DigitalOcean API server directly, which lists 874 tools including this one:

Run in your terminal
claude mcp add --transport http hj-digitalocean-api https://mcp.hjlabs.in/mcp/digitalocean-api \
  --header "Authorization: Bearer YOUR_API_KEY"

Try asking

Use the create model evaluation run tool with candidate_inference_config set to ….

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