data-robot

DataRobot through One

DataRobot is an AI and machine learning platform that provides tools for building, deploying, and managing predictive models and generative AI applications, allowing data science and engineering teams to automate model development, governance, monitoring, and integration into business workflows.

One exposes DataRobot through four MCP tools. The table below carries real action ids from One's knowledge base, so for a common operation you can skip search and go straight to reading the action's parameters.

How to run an action

1. Find the action in the table below, or call search_one_platform_actions with platform data-robot if it is not listed.
2. Call get_one_action_knowledge with the action id. Do this every time, including for actions in this table. The table gives you the id, not the parameters.
3. Call execute_one_action with parameters copied from that knowledge.

Never guess a parameter name, a body field, or an enum value. The knowledge has the real schema, and a guessed field is either a 400 or a silent write of the wrong thing.

Before you start

Call list_one_integrations once and confirm DataRobot is connected. If it is missing, the user has not connected it: say so and point them at https://app.withone.ai rather than reaching for raw HTTP.

Each connection carries an access field. If it reports {"policy": "methods", "methods": ["GET"]} the agent is read-only here, so plan a read-only answer instead of attempting a write that will be refused.

Before a write

Creates, updates, deletes and sends land on a real DataRobot account and cannot be recalled. State the action and the specific target in one line before the first write in a task, and let the user stop you. Reads need no confirmation.

Actions

Deployments

Action	Method	Path	Action id
List Accuracy Over Batch for a Deployment	GET	/api/v2/deployments/{{deploymentId}}/accuracyOverBatch/	conn_mod_def::GMkgxCjpBRg::zUjlrqpTRqOjycB4NWDiaw
List Batch Service Health Metrics for a Deployment	GET	/api/v2/deployments/{{deploymentId}}/batchServiceStats/	conn_mod_def::GMkgzL7rmig::vtZOuNkrSFaE8POMNnHheA
List Deployments	GET	/api/v2/deployments/	conn_mod_def::GMkgeCYwuSA::MS-_rNpjRbSgXVvOYKS_fQ
List Deployments for a Registered Model	GET	/api/v2/registeredModels/{{registeredModelId}}/deployments/	conn_mod_def::GMkgo-tHGoA::7z0wgwAWQx-aq5xvFG7tpg
List Deployments for a Registered Model Version	GET	/api/v2/registeredModels/{{registeredModelId}}/versions/{{versionId}}/deployments/	conn_mod_def::GMkgo1pJD8A::eyEvctCIRZKumbaVrF81fQ
List Deployments for a Use Case	GET	/api/v2/useCases/{{useCaseId}}/deployments/	conn_mod_def::GMkg5uDresA::asCLPNYdT0mDCIWWv9LiYQ
Retrieve a Deployment by ID	GET	/api/v2/deployments/{{deploymentId}}/	conn_mod_def::GMkgeJa6EIg::rTTRD726RRK3iW1ouAvgZw
Retrieve a Deployment's Champion Model History	GET	/api/v2/deployments/{{deploymentId}}/modelHistory/	conn_mod_def::GMkgeJpCqqg::QXTc-lu5RQyF8WtIMie_5g
Retrieve a Deployment's Champion Model Package	GET	/api/v2/deployments/{{deploymentId}}/championModelPackage/	conn_mod_def::GMkgoG_WNfA::DhebH4v0SxO5Fuj8c7B-tA
Retrieve a Deployment's Custom Metrics Bulk Summary	GET	/api/v2/deployments/{{deploymentId}}/customMetricsSummary/	conn_mod_def::GMkgyTgxE4A::UP7fwg-7RBywYW6eeMH9Eg
Retrieve Accuracy Metrics for a Deployment	GET	/api/v2/deployments/{{deploymentId}}/accuracy/	conn_mod_def::GMkgw8f4nRg::eoIzW_hNThu0d3yJ94E_Bg
Retrieve Accuracy Over Space for a Deployment	GET	/api/v2/deployments/{{deploymentId}}/accuracyOverSpace/	conn_mod_def::GMkgxKMk3Ag::3OaHPYmjSDuPCd9lDj8_dQ