data-robot

name

data-robot

description

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. Read and write DataRobot data through One: deployments, datasets, notebooksessions, files, projects, notebooks and more, 1687 actions with real parameter documentation. Use whenever the user asks to look something up in DataRobot, create or update a record there, or build code against the DataRobot API.

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

31 more Deployments actions are available through search.

Datasets

Action	Method	Path	Action id
Get a Dataset Feature Transform by Dataset ID	GET	/api/v2/datasets/{{datasetId}}/featureTransforms/{{featureName}}/	conn_mod_def::GMkgYyjo9Fg::IqmdTTXtQziZK7ndQmUkmA
Get All Feature Details for a Dataset	GET	/api/v2/datasets/{{datasetId}}/allFeaturesDetails/	conn_mod_def::GMkgYz9pslg::IRkCLuv0Qo2OfDvGzyEhNg
Get Dataset Details by ID	GET	/api/v2/datasets/{{datasetId}}/	conn_mod_def::GMkgYqF4uoA::2csvUwAkQney02KWaZQoaw
Get Dataset Version Details by Dataset ID	GET	/api/v2/datasets/{{datasetId}}/versions/{{datasetVersionId}}/	conn_mod_def::GMkgYp78oqg::CmZ33-N8S4SvEQLpBhu9_g
List Access Control for a Dataset	GET	/api/v2/datasets/{{datasetId}}/accessControl/	conn_mod_def::GMkgZGi4M2g::SX7GUXtNQSG-x6QHDqeTrw
List All Feature Details for a Dataset Version	GET	/api/v2/datasets/{{datasetId}}/versions/{{datasetVersionId}}/allFeaturesDetails/	conn_mod_def::GMkgZtQFdeg::g-JVE4AyQTO318FTuR7huA
List an Image Data Quality Log for a Dataset	GET	/api/v2/datasets/{{datasetId}}/imagesDataQualityLog/	conn_mod_def::GMkghK6oQvg::gokbTi6uTYqDA-WJqJSGKQ
List Datasets	GET	/api/v2/datasets/	conn_mod_def::GMkgZS9_-PA::TXhumP3mQFKDgCR8NIIWdQ
List Related Datasets for a Dataset	GET	/api/v2/datasets/{{datasetId}}/relationships/	conn_mod_def::GMkgZSRv4VA::JSoVpbh3R2iCpDQoZeB2mg
Retrieve a Dataset's Documents Data Quality Log	GET	/api/v2/datasets/{{datasetId}}/documentsDataQualityLog/	conn_mod_def::GMkghCHhWgg::15phjMaLQnWdcXG1hP8hCA
Retrieve a Documents Data Quality Log File for a Dataset

26 more Datasets actions are available through search.

NotebookSessions

Action	Method	Path	Action id
Download Filesystem Objects for a Notebook Session	GET	/api/v2/notebookSessions/{{notebookId}}/filesystem/objects/download/	conn_mod_def::GMkgtVlp0gg::rbyIwXnIQCiRI8M07w6mEA
Retrieve a Notebook by ID	GET	/api/v2/notebookSessions/{{notebookId}}/notebook/	conn_mod_def::GMkgtqhqxrg::oR6y3z9pR-KMc_lriwDSgw
Retrieve Download by Notebook ID	GET	/api/v2/notebookSessions/{{notebookId}}/filesystem/download/	conn_mod_def::GMkgtWSTZRg::MjQchpkOQn6DD-I8Y4x97g
Retrieve Executing Files by Notebook ID	GET	/api/v2/notebookSessions/{{notebookId}}/scripts/executing/	conn_mod_def::GMkgtiwlb-A::jT5Jami6TQaRLyeRvBFsCw
Retrieve Kernelspecs for a Notebook Session	GET	/api/v2/notebookSessions/{{notebookId}}/kernelspecs/	conn_mod_def::GMkgtq_a58A::a1oqaaMHQ_mctwNn9IY5_w
Retrieve Metadata by Notebook ID	GET	/api/v2/notebookSessions/{{notebookId}}/filesystem/objects/metadata/	conn_mod_def::GMkgtqBa06A::4YxB11PRRtSqv9V4su0w5A
Retrieve Status by Notebook ID	GET	/api/v2/notebookSessions/{{notebookId}}/git/clone/status/	conn_mod_def::GMkguVsx14A::4j9CoeOeSsK-A9-Cz1Y5oA
Cancel Cells for a Notebook Session	POST	/api/v2/notebookSessions/{{notebookId}}/notebook/cells/cancel/	conn_mod_def::GMkgqV_o-dA::SzKW5YfsQlOorFn7eFpz9w
Cancel Clone for a Notebook Session	POST	/api/v2/notebookSessions/{{notebookId}}/git/clone/cancel/	conn_mod_def::GMkgqWXBnnA::OBINIsdiR6W7KmGHqXvKqA
Copy Filesystem Objects by Notebook ID	POST	/api/v2/notebookSessions/{{notebookId}}/filesystem/objects/copy/	conn_mod_def::GMkgq4SBPNg::RzScBeghQRysDL4j8DZbQw

14 more NotebookSessions actions are available through search.

Files

Action	Method	Path	Action id
List All Files for a Catalog	GET	/api/v2/files/{{catalogId}}/allFiles/	conn_mod_def::GMkgY9n0B2A::apSUQa9OTsyOjVFEKMBdUw
List All Files for a Catalog Version	GET	/api/v2/files/{{catalogId}}/versions/{{catalogVersionId}}/allFiles/	conn_mod_def::GMkgZr-6_MA::P4_FstdAQpCB8cN2r-Olnw
Retrieve a File Version by ID	GET	/api/v2/files/{{catalogId}}/versions/{{catalogVersionId}}/file/	conn_mod_def::GMkgaAdPdgA::aAZL6l8aRwGVhYusnqShyg
Add Files from a Data Source to a Files Catalog Item	POST	/api/v2/files/{{catalogId}}/fromDataSource/	conn_mod_def::GMkgXO2xX-g::LpGYol4YSsSkp-IbdNWXSQ
Apply Staged Files by Catalog ID	POST	/api/v2/files/{{catalogId}}/fromStage/	conn_mod_def::GMkgXSFrRbA::CKq2dbpJQMmrBgazIe-qVw
Clone a Files Collection by Catalog ID	POST	/api/v2/files/{{catalogId}}/clone/	conn_mod_def::GMkgXiGMm7A::Kg-grVbTQwuLpYdKugu7Hw
Copy a File by Catalog ID	POST	/api/v2/files/{{catalogId}}/copy/	conn_mod_def::GMkgXOYTRVg::MK1bWL0qQ5yLyAHocY7Zfg
Copy Multiple Files by Catalog ID	POST	/api/v2/files/{{catalogId}}/copyBatch/	conn_mod_def::GMkgXOPNk0g::mkjxWPWSRdKwxpS-74-kKQ
Create a File from a File	POST	/api/v2/files/fromFile/	conn_mod_def::GMkgXikD7JA::Er279jb_R2KSEJ8v-apFtA
Create a File from a File for a Files Catalog Item	POST	/api/v2/files/{{catalogId}}/fromFile/	conn_mod_def::GMkgXj8daPg::5dQttQ1eQ7W1TDXFYF_QZQ
Create a File from a URL	POST	/api/v2/files/fromURL/

10 more Files actions are available through search.

Projects

Action	Method	Path	Action id
Check Project Status by Project ID	GET	/api/v2/projects/{{projectId}}/status/	conn_mod_def::GMkg1ot0DOg::OWrQXT7qTISlZr1zKDN0aQ
Get a Potential Multicategorical Format Errors File for a Project	GET	/api/v2/projects/{{projectId}}/multicategoricalInvalidFormat/file/	conn_mod_def::GMkgjFY7oPg::FFYvUx41QHGlHd5bp1LtyQ
Get a Project by Project ID	GET	/api/v2/projects/{{projectId}}/	conn_mod_def::GMkg2ByIF1A::hoXqlAX-SICvT7vXBDg-Tw
List Projects	GET	/api/v2/projects/	conn_mod_def::GMkg2K49ZCA::aCQIpWrlRua0UAYHNiAOvg
List Projects for a Dataset Version by Dataset ID	GET	/api/v2/datasets/{{datasetId}}/versions/{{datasetVersionId}}/projects/	conn_mod_def::GMkgY9N0Axg::cJLpWC1TTu6NTzVQiaycww
Retrieve a Batch Variable Type Transformation Result for a Project	GET	/api/v2/projects/{{projectId}}/batchTypeTransformFeaturesResult/{{jobId}}/	conn_mod_def::GMkghTH8rxg::1NqtPEwTQ0mIZlo4reE1CA
Retrieve a Blueprint JSON for a Project	GET	/api/v2/projects/{{projectId}}/blueprints/{{blueprintId}}/json/	conn_mod_def::GMkgOPt1P9g::ldkDIXSvSYGCN7Iw3ZT1nQ
Retrieve a Project's Eureqa Distribution Plot	GET	/api/v2/projects/{{projectId}}/eureqaDistributionPlot/{{solutionId}}/	conn_mod_def::GMkgcLbnqjA::fN92SgXhR-m-H8nMSQgOLA
Retrieve a Project's Multicategorical Invalid Format Log	GET	/api/v2/projects/{{projectId}}/multicategoricalInvalidFormat/	conn_mod_def::GMkglO56Uvg::bLhry4SEQZmaYyTzo08ApA
Create a Project	POST	/api/v2/projects/	conn_mod_def::GMkg12QQWfg::BxkfhZFvS_SKPBP0f6BdUQ

9 more Projects actions are available through search.

Notebooks

Action	Method	Path	Action id
List a Use Case's Notebooks	GET	/api/v2/useCases/{{useCaseId}}/notebooks/	conn_mod_def::GMkg57LI5cg::rNwOo44aScG0PXb5Uuo9vw
List Notebooks Across All Use Cases	GET	/api/v2/useCases/notebooks/	conn_mod_def::GMkg55ZvUGA::-UWdv7BNRgqtamjwSP7UcQ
Retrieve a Notebook by ID	GET	/api/v2/notebooks/{{notebookId}}/	conn_mod_def::GMkguIm57Ng::qgZ9rKbXQ_2WTkWPpaIfJA
Retrieve Notebooks	GET	/api/v2/notebooks/	conn_mod_def::GMkgt-guGwA::K2AQtoqCTzytbIuWtwyC4w
Retrieve Notebooks by Environment ID	GET	/api/v2/notebookExecutionEnvironments/{{environmentId}}/notebooks/	conn_mod_def::GMkguIBDcJg::Fz8gz2p6TpOYpPFxdWVd0Q
Retrieve To File by Notebook ID	GET	/api/v2/notebooks/{{notebookId}}/toFile/	conn_mod_def::GMkgutk926A::vwISJlabS22GO0CtczLbnA
Batch Clear Output for Cells in a Notebook	PATCH	/api/v2/notebooks/{{notebookId}}/cells/batchClearOutput/	conn_mod_def::GMkgsnQvn9A::XerB5TBhQsCqGH557ZCWzg
Batch Update Sources Using Notebook ID	PATCH	/api/v2/notebooks/{{notebookId}}/cells/batchUpdateSources/	conn_mod_def::GMkgswiF3hA::PaXJ79SYTTqsXYelqoFqlQ
Create a Notebook From URL	POST	/api/v2/notebooks/fromUrl/	conn_mod_def::GMkgrCYYl9A::7OqWbkcsQsyWqmHxIdh-bw
Create Bulk Link Use Case	POST	/api/v2/notebooks/bulkLinkUseCase/	conn_mod_def::GMkgqqSgdog::LyST06EvTeqBLBgClcKvUA
Create Cells for a Notebook	POST	/api/v2/notebooks/{{notebookId}}/cells/	conn_mod_def::GMkgqq8o9zg::UJlifzwmSvWI-aYwdM9maw

9 more Notebooks actions are available through search.

Pipelines

Action	Method	Path	Action id
Get a Draft Pipeline Task	GET	/api/v2/pipelines/{{pipelineId}}/tasks/{{taskId}}	conn_mod_def::GMkg06zTJ6A::v-rDyKdBT26qStytdT05HA
Get a Pipeline Version	GET	/api/v2/pipelines/{{pipelineId}}/versions/{{versionId}}	conn_mod_def::GMkg1CQ9-Ig::AXsPxzEoRf-t4YOIeYca2w
Get a Pipeline Version's Graph	GET	/api/v2/pipelines/{{pipelineId}}/versions/{{versionId}}/graph	conn_mod_def::GMkg1DLRZqA::QV3UkF3pQNa_glNi7bXm_Q
Get a Pipeline's Draft Graph	GET	/api/v2/pipelines/{{pipelineId}}/graph	conn_mod_def::GMkg07cHG8g::KeYWNUx0SpK0GQlA1Ba5eg
Get a Task Durable Log URL for a Pipeline Dispatch Task	GET	/api/v2/pipelines/{{pipelineId}}/dispatches/{{dispatchId}}/tasks/{{taskId}}/logs/{{stream}}	conn_mod_def::GMkgzhLhwOg::4WNnHQAiTSubFLK4WgLOwQ
Get a Task for a Pipeline Version	GET	/api/v2/pipelines/{{pipelineId}}/versions/{{versionId}}/tasks/{{taskId}}	conn_mod_def::GMkg1PZVndA::nm616WzlRjWwdNtOAu3bHA
Get Draft Dispatch Status for a Pipeline	GET	/api/v2/pipelines/{{pipelineId}}/dispatches/{{dispatchId}}/status	conn_mod_def::GMkgzh1I1ug::EzI6HSJdQKK2loRa0vnwUw
Get Draft Source for a Pipeline	GET	/api/v2/pipelines/{{pipelineId}}/source	conn_mod_def::GMkg07iv0lg::rmcHoDM5RO-MdaVtDTbWlA
Get Locked Dispatch Status for a Pipeline Version	GET	/api/v2/pipelines/{{pipelineId}}/versions/{{versionId}}/dispatches/{{dispatchId}}/status	conn_mod_def::GMkgzhKTP0A::v1xR9GnBQBGNsGmXXsfojw
Get Pipeline Detail	GET	/api/v2/pipelines/{{pipelineId}}	conn_mod_def::GMkg1CZXZpA::7JaiMXk7Ts2Y3YfcNEPyGw

8 more Pipelines actions are available through search.

CustomModels

Action	Method	Path	Action id
Download a Custom Model Version Bundle	GET	/api/v2/customModels/{{customModelId}}/versions/{{customModelVersionId}}/download/	conn_mod_def::GMkgRadEHuA::nihfZit6Sra_hD0QLMoIYA
Download the Latest Custom Model Version Content Using Custom Model	GET	/api/v2/customModels/{{customModelId}}/download/	conn_mod_def::GMkgRbYgQkA::S0ofIfbpTyeAAyDgGpoYow
Get a Custom Model by ID	GET	/api/v2/customModels/{{customModelId}}/	conn_mod_def::GMkgRrJ2tWA::PP7OZRgZTom6El3SP21-ow
Get a Custom Model Version by Custom Model ID	GET	/api/v2/customModels/{{customModelId}}/versions/{{customModelVersionId}}/	conn_mod_def::GMkgRz2Xi4g::LGef1J7ZQQCXXH0W6sRY2g
List Custom Models	GET	/api/v2/customModels/	conn_mod_def::GMkgSCtCDyA::9Jwho2eKR2aamflZnAWWcQ
Add or Replace Training and Holdout Data for a Custom Model	PATCH	/api/v2/customModels/{{customModelId}}/versions/withTrainingData/	conn_mod_def::GMkgQ4AWIYA::SJdgndCIRAiM1zTEO3Koxg

13 more CustomModels actions are available through search.

This lists 90 of 1687 actions. For anything not here, call search_one_platform_actions with platform data-robot. The full catalog is at https://www.withone.ai/knowledge/data-robot.

When a call fails

The error comes from DataRobot, not from One. A 400 or 422 means your parameters do not match the schema, so re-read the knowledge and fix the field. A 401 or 403 means the connection needs re-authorizing, which no retry will fix. A 404 means the id is not on this account. A 429 means slow down. Never retry a write more than once: the first attempt may have landed.

Full catalog: https://www.withone.ai/knowledge/data-robot

Integration knowledge by One (withone.ai), licensed under One-Knowledge-1.0. Attribution must be preserved in derivative works.