dataflow.googleapis.com
Google Cloud Dataflow is a managed service for running batch and streaming data processing pipelines. It lets users launch, inspect, and manage Dataflow jobs and templates on Google Cloud.
Dataflow on dataflow.googleapis.com exposes a Google Cloud REST API, a public MCP endpoint at `/mcp`, and the `gcloud dataflow` CLI.
- Dataflow MCP serverdetected
- Dataflow REST APIdiscovered
- gcloud dataflow CLIdiscovered
For server-to-server or local development, set up Google Cloud credentials using Application Default Credentials and the REST auth guide at Authenticate for using REST. For local user credentials, the easiest path is usually gcloud auth application-default login or gcloud auth login after installing the gcloud CLI.
Create and manage an API key from the Google Cloud Console following Manage API keys. Google APIs commonly accept the key as the key query parameter; restrict the key appropriately per Best practices for managing API keys.
conventions · 0/8 published
- integrations.json✗
/.well-known/integrations.json - llms.txt✗
/llms.txt - API catalog✗
/.well-known/api-catalog - OpenAPI document✗
/api/schema/, /openapi.json, /swagger.json, /api/openapi.json, or /v1/openapi.json - MCP server card✗
/.well-known/mcp/server-card.json - OAuth protected resource✗
/.well-known/oauth-protected-resource - Agent card✗
/.well-known/agent-card.json - Agent skills✗
/.well-known/agent-skills/index.json
Publish these signals → /publishing