Google Cloud Dataproc · Capability

Google Cloud Dataproc API

The Cloud Dataproc API manages Hadoop-based clusters and jobs on Google Cloud Platform. It provides programmatic access to create and manage clusters, submit and monitor Apache Spark, Apache Hadoop, Apache Hive, and Apache Pig jobs, and manage workflow templates for orchestrating multi-step data processing pipelines.

Run with Naftiko GoogleCloudDataprocAPI

What You Can Do

GET
Listclusters — Google Cloud Dataproc List clusters
/projects/{project}/regions/{region}/clusters
POST
Createcluster — Google Cloud Dataproc Create a cluster
/projects/{project}/regions/{region}/clusters
GET
Getcluster — Google Cloud Dataproc Get a cluster
/projects/{project}/regions/{region}/clusters/{cluster}
PATCH
Updatecluster — Google Cloud Dataproc Update a cluster
/projects/{project}/regions/{region}/clusters/{cluster}
DELETE
Deletecluster — Google Cloud Dataproc Delete a cluster
/projects/{project}/regions/{region}/clusters/{cluster}
GET
Listjobs — Google Cloud Dataproc List jobs
/projects/{project}/regions/{region}/jobs
POST
Submitjob — Google Cloud Dataproc Submit a job
/projects/{project}/regions/{region}/jobs:submit
GET
Getjob — Google Cloud Dataproc Get a job
/projects/{project}/regions/{region}/jobs/{jobId}
DELETE
Deletejob — Google Cloud Dataproc Delete a job
/projects/{project}/regions/{region}/jobs/{jobId}
POST
Canceljob — Google Cloud Dataproc Cancel a job
/projects/{project}/regions/{region}/jobs/{jobId}:cancel
GET
Listworkflowtemplates — Google Cloud Dataproc List workflow templates
/projects/{project}/regions/{region}/workflowTemplates
POST
Createworkflowtemplate — Google Cloud Dataproc Create a workflow template
/projects/{project}/regions/{region}/workflowTemplates

MCP Tools

listclusters

Google Cloud Dataproc List clusters

read-only idempotent
createcluster

Google Cloud Dataproc Create a cluster

getcluster

Google Cloud Dataproc Get a cluster

read-only idempotent
updatecluster

Google Cloud Dataproc Update a cluster

deletecluster

Google Cloud Dataproc Delete a cluster

idempotent
listjobs

Google Cloud Dataproc List jobs

read-only idempotent
submitjob

Google Cloud Dataproc Submit a job

getjob

Google Cloud Dataproc Get a job

read-only idempotent
deletejob

Google Cloud Dataproc Delete a job

idempotent
canceljob

Google Cloud Dataproc Cancel a job

listworkflowtemplates

Google Cloud Dataproc List workflow templates

read-only idempotent
createworkflowtemplate

Google Cloud Dataproc Create a workflow template

Capability Spec

google-cloud-dataproc-capability.yaml Raw ↑
naftiko: 1.0.0-alpha2
info:
  label: Google Cloud Dataproc API
  description: The Cloud Dataproc API manages Hadoop-based clusters and jobs on Google Cloud Platform. It provides programmatic
    access to create and manage clusters, submit and monitor Apache Spark, Apache Hadoop, Apache Hive, and Apache Pig jobs,
    and manage workflow templates for orchestrating multi-step data processing pipelines.
  tags:
  - Google
  - Cloud
  - Dataproc
  - API
  created: '2026-05-06'
  modified: '2026-05-06'
capability:
  consumes:
  - type: http
    namespace: google-cloud-dataproc
    baseUri: https://dataproc.googleapis.com/v1
    description: Google Cloud Dataproc API HTTP API.
    authentication:
      type: bearer
      token: '{{GOOGLE_CLOUD_DATAPROC_TOKEN}}'
    resources:
    - name: projects-project-regions-region-clusters
      path: /projects/{project}/regions/{region}/clusters
      operations:
      - name: listclusters
        method: GET
        description: Google Cloud Dataproc List clusters
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: region
          in: path
          type: string
          required: true
        - name: filter
          in: query
          type: string
        - name: pageSize
          in: query
          type: integer
        - name: pageToken
          in: query
          type: string
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: createcluster
        method: POST
        description: Google Cloud Dataproc Create a cluster
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: region
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: projects-project-regions-region-clusters-cluster
      path: /projects/{project}/regions/{region}/clusters/{cluster}
      operations:
      - name: getcluster
        method: GET
        description: Google Cloud Dataproc Get a cluster
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: region
          in: path
          type: string
          required: true
        - name: cluster
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: updatecluster
        method: PATCH
        description: Google Cloud Dataproc Update a cluster
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: region
          in: path
          type: string
          required: true
        - name: cluster
          in: path
          type: string
          required: true
        - name: updateMask
          in: query
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: deletecluster
        method: DELETE
        description: Google Cloud Dataproc Delete a cluster
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: region
          in: path
          type: string
          required: true
        - name: cluster
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: projects-project-regions-region-jobs
      path: /projects/{project}/regions/{region}/jobs
      operations:
      - name: listjobs
        method: GET
        description: Google Cloud Dataproc List jobs
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: region
          in: path
          type: string
          required: true
        - name: pageSize
          in: query
          type: integer
        - name: pageToken
          in: query
          type: string
        - name: clusterName
          in: query
          type: string
        - name: jobStateMatcher
          in: query
          type: string
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: projects-project-regions-region-jobs-submit
      path: /projects/{project}/regions/{region}/jobs:submit
      operations:
      - name: submitjob
        method: POST
        description: Google Cloud Dataproc Submit a job
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: region
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: projects-project-regions-region-jobs-jobid
      path: /projects/{project}/regions/{region}/jobs/{jobId}
      operations:
      - name: getjob
        method: GET
        description: Google Cloud Dataproc Get a job
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: region
          in: path
          type: string
          required: true
        - name: jobId
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: deletejob
        method: DELETE
        description: Google Cloud Dataproc Delete a job
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: region
          in: path
          type: string
          required: true
        - name: jobId
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: projects-project-regions-region-jobs-jobid-cance
      path: /projects/{project}/regions/{region}/jobs/{jobId}:cancel
      operations:
      - name: canceljob
        method: POST
        description: Google Cloud Dataproc Cancel a job
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: region
          in: path
          type: string
          required: true
        - name: jobId
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: projects-project-regions-region-workflowtemplate
      path: /projects/{project}/regions/{region}/workflowTemplates
      operations:
      - name: listworkflowtemplates
        method: GET
        description: Google Cloud Dataproc List workflow templates
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: region
          in: path
          type: string
          required: true
        - name: pageSize
          in: query
          type: integer
        - name: pageToken
          in: query
          type: string
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: createworkflowtemplate
        method: POST
        description: Google Cloud Dataproc Create a workflow template
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: region
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
  exposes:
  - type: rest
    port: 8080
    namespace: google-cloud-dataproc-rest
    description: REST adapter for Google Cloud Dataproc API.
    resources:
    - path: /projects/{project}/regions/{region}/clusters
      name: listclusters
      operations:
      - method: GET
        name: listclusters
        description: Google Cloud Dataproc List clusters
        call: google-cloud-dataproc.listclusters
        with:
          project: rest.project
          region: rest.region
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/regions/{region}/clusters
      name: createcluster
      operations:
      - method: POST
        name: createcluster
        description: Google Cloud Dataproc Create a cluster
        call: google-cloud-dataproc.createcluster
        with:
          project: rest.project
          region: rest.region
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/regions/{region}/clusters/{cluster}
      name: getcluster
      operations:
      - method: GET
        name: getcluster
        description: Google Cloud Dataproc Get a cluster
        call: google-cloud-dataproc.getcluster
        with:
          project: rest.project
          region: rest.region
          cluster: rest.cluster
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/regions/{region}/clusters/{cluster}
      name: updatecluster
      operations:
      - method: PATCH
        name: updatecluster
        description: Google Cloud Dataproc Update a cluster
        call: google-cloud-dataproc.updatecluster
        with:
          project: rest.project
          region: rest.region
          cluster: rest.cluster
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/regions/{region}/clusters/{cluster}
      name: deletecluster
      operations:
      - method: DELETE
        name: deletecluster
        description: Google Cloud Dataproc Delete a cluster
        call: google-cloud-dataproc.deletecluster
        with:
          project: rest.project
          region: rest.region
          cluster: rest.cluster
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/regions/{region}/jobs
      name: listjobs
      operations:
      - method: GET
        name: listjobs
        description: Google Cloud Dataproc List jobs
        call: google-cloud-dataproc.listjobs
        with:
          project: rest.project
          region: rest.region
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/regions/{region}/jobs:submit
      name: submitjob
      operations:
      - method: POST
        name: submitjob
        description: Google Cloud Dataproc Submit a job
        call: google-cloud-dataproc.submitjob
        with:
          project: rest.project
          region: rest.region
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/regions/{region}/jobs/{jobId}
      name: getjob
      operations:
      - method: GET
        name: getjob
        description: Google Cloud Dataproc Get a job
        call: google-cloud-dataproc.getjob
        with:
          project: rest.project
          region: rest.region
          jobId: rest.jobId
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/regions/{region}/jobs/{jobId}
      name: deletejob
      operations:
      - method: DELETE
        name: deletejob
        description: Google Cloud Dataproc Delete a job
        call: google-cloud-dataproc.deletejob
        with:
          project: rest.project
          region: rest.region
          jobId: rest.jobId
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/regions/{region}/jobs/{jobId}:cancel
      name: canceljob
      operations:
      - method: POST
        name: canceljob
        description: Google Cloud Dataproc Cancel a job
        call: google-cloud-dataproc.canceljob
        with:
          project: rest.project
          region: rest.region
          jobId: rest.jobId
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/regions/{region}/workflowTemplates
      name: listworkflowtemplates
      operations:
      - method: GET
        name: listworkflowtemplates
        description: Google Cloud Dataproc List workflow templates
        call: google-cloud-dataproc.listworkflowtemplates
        with:
          project: rest.project
          region: rest.region
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/regions/{region}/workflowTemplates
      name: createworkflowtemplate
      operations:
      - method: POST
        name: createworkflowtemplate
        description: Google Cloud Dataproc Create a workflow template
        call: google-cloud-dataproc.createworkflowtemplate
        with:
          project: rest.project
          region: rest.region
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    port: 9090
    namespace: google-cloud-dataproc-mcp
    transport: http
    description: MCP adapter for Google Cloud Dataproc API for AI agent use.
    tools:
    - name: listclusters
      description: Google Cloud Dataproc List clusters
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: google-cloud-dataproc.listclusters
      with:
        project: tools.project
        region: tools.region
        filter: tools.filter
        pageSize: tools.pageSize
        pageToken: tools.pageToken
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: region
        type: string
        description: region
        required: true
      - name: filter
        type: string
        description: filter
      - name: pageSize
        type: integer
        description: pageSize
      - name: pageToken
        type: string
        description: pageToken
      outputParameters:
      - type: object
        mapping: $.
    - name: createcluster
      description: Google Cloud Dataproc Create a cluster
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: google-cloud-dataproc.createcluster
      with:
        project: tools.project
        region: tools.region
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: region
        type: string
        description: region
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: getcluster
      description: Google Cloud Dataproc Get a cluster
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: google-cloud-dataproc.getcluster
      with:
        project: tools.project
        region: tools.region
        cluster: tools.cluster
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: region
        type: string
        description: region
        required: true
      - name: cluster
        type: string
        description: cluster
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: updatecluster
      description: Google Cloud Dataproc Update a cluster
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: google-cloud-dataproc.updatecluster
      with:
        project: tools.project
        region: tools.region
        cluster: tools.cluster
        updateMask: tools.updateMask
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: region
        type: string
        description: region
        required: true
      - name: cluster
        type: string
        description: cluster
        required: true
      - name: updateMask
        type: string
        description: updateMask
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: deletecluster
      description: Google Cloud Dataproc Delete a cluster
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: google-cloud-dataproc.deletecluster
      with:
        project: tools.project
        region: tools.region
        cluster: tools.cluster
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: region
        type: string
        description: region
        required: true
      - name: cluster
        type: string
        description: cluster
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: listjobs
      description: Google Cloud Dataproc List jobs
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: google-cloud-dataproc.listjobs
      with:
        project: tools.project
        region: tools.region
        pageSize: tools.pageSize
        pageToken: tools.pageToken
        clusterName: tools.clusterName
        jobStateMatcher: tools.jobStateMatcher
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: region
        type: string
        description: region
        required: true
      - name: pageSize
        type: integer
        description: pageSize
      - name: pageToken
        type: string
        description: pageToken
      - name: clusterName
        type: string
        description: clusterName
      - name: jobStateMatcher
        type: string
        description: jobStateMatcher
      outputParameters:
      - type: object
        mapping: $.
    - name: submitjob
      description: Google Cloud Dataproc Submit a job
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: google-cloud-dataproc.submitjob
      with:
        project: tools.project
        region: tools.region
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: region
        type: string
        description: region
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: getjob
      description: Google Cloud Dataproc Get a job
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: google-cloud-dataproc.getjob
      with:
        project: tools.project
        region: tools.region
        jobId: tools.jobId
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: region
        type: string
        description: region
        required: true
      - name: jobId
        type: string
        description: jobId
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: deletejob
      description: Google Cloud Dataproc Delete a job
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: google-cloud-dataproc.deletejob
      with:
        project: tools.project
        region: tools.region
        jobId: tools.jobId
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: region
        type: string
        description: region
        required: true
      - name: jobId
        type: string
        description: jobId
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: canceljob
      description: Google Cloud Dataproc Cancel a job
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: google-cloud-dataproc.canceljob
      with:
        project: tools.project
        region: tools.region
        jobId: tools.jobId
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: region
        type: string
        description: region
        required: true
      - name: jobId
        type: string
        description: jobId
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: listworkflowtemplates
      description: Google Cloud Dataproc List workflow templates
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: google-cloud-dataproc.listworkflowtemplates
      with:
        project: tools.project
        region: tools.region
        pageSize: tools.pageSize
        pageToken: tools.pageToken
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: region
        type: string
        description: region
        required: true
      - name: pageSize
        type: integer
        description: pageSize
      - name: pageToken
        type: string
        description: pageToken
      outputParameters:
      - type: object
        mapping: $.
    - name: createworkflowtemplate
      description: Google Cloud Dataproc Create a workflow template
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: google-cloud-dataproc.createworkflowtemplate
      with:
        project: tools.project
        region: tools.region
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: region
        type: string
        description: region
        required: true
      outputParameters:
      - type: object
        mapping: $.
binds:
- namespace: env
  keys:
    GOOGLE_CLOUD_DATAPROC_TOKEN: GOOGLE_CLOUD_DATAPROC_TOKEN