Integrations·Tools & Utilities
Google cloud vision + OpenClaw
Give your autonomous agents a live connection to Google cloud vision: managed, secure, and ready in minutes.
Google Cloud Vision API adds advanced image analysis—like labeling, OCR, and detection—to apps. On Molted, your OpenClaw agents connect to Google cloud vision through the managed MCP integration layer, with no glue code, no servers to run, and no credentials baked into containers. The agent can automate tasks and connect this tool to the rest of your stack for Google cloud vision, autonomously and within the guardrails you set.
Available actions
23 ready-to-use Google cloud vision actions.
Your OpenClaw agents can call any of these Google cloud vision actions directly through Molted's managed MCP layer. No wrappers, no boilerplate.
GOOGLE_CLOUD_VISION_CREATE_PRODUCT
Create Vision Product
Tool to create and return a new Product resource. Use when you need to register a product in a specific project/location after preparing product details.
GOOGLE_CLOUD_VISION_CREATE_REFERENCE_IMAGE
Create ReferenceImage
Tool to create a ReferenceImage under a product. Use when adding a new image to a product for detection.
GOOGLE_CLOUD_VISION_DELETE_PRODUCT
Delete Product
Tool to permanently delete a Product and its reference images. Use after confirming the product's resource name.
GOOGLE_CLOUD_VISION_GET_PRODUCT
Get Product
Tool to get information associated with a Product. Use when you have the product resource name and need its details.
GOOGLE_CLOUD_VISION_GET_PRODUCT_SET
Get Product Set
Tool to get a ProductSet. Use when you need metadata details of an existing ProductSet by its full resource name. Use after obtaining the resource name.
GOOGLE_CLOUD_VISION_IMPORT_PRODUCT_SETS
Import Product Sets
Tool to asynchronously import reference images into ProductSets from a CSV in GCS. Use when you need to bulk import images into product sets via a Cloud…
GOOGLE_CLOUD_VISION_LIST_INDEX_ENDPOINTS
List IndexEndpoints
Tool to list IndexEndpoints in a project and location. Use when you need to retrieve existing IndexEndpoints and handle pagination.
GOOGLE_CLOUD_VISION_LIST_LOCATIONS
List Locations
Tool to list available Vision AI service locations for a project. Use when you need to discover supported regions before making region-specific API calls.
GOOGLE_CLOUD_VISION_LIST_OPERATIONS
List Vision API Operations
Tool to list operations that match the specified filter. Use when you need to retrieve all operations under a specific project and location.
GOOGLE_CLOUD_VISION_PURGE_PRODUCTS
Purge Products
Tool to asynchronously delete products in a ProductSet or orphan products. Use when you need to clean up products at scale; ensure `force` is true to execute.
+ 13 more Google cloud vision actions, all callable by your agents.
How the connection works
Connect once. The agent acts.
Google cloud vision connects with an API key you provide once; it is encrypted at rest and never shipped inside the agent's pod. Everything runs through Molted's managed MCP layer, so there is no integration code to write and nothing to keep running.
01
The agent requests access
Your OpenClaw agent asks for Google cloud vision when a task needs it.
02
You approve the connection
Authorize Google cloud vision once (API key). Credentials are encrypted at rest and scoped to what you allow.
03
The agent acts
It reads and writes to Google cloud vision autonomously, inside your guardrails, with full audit and revocable access.
FAQ
Google cloud vision on Molted, answered.
Q.01
Can OpenClaw agents use Google cloud vision on Molted?
Yes. Google cloud vision is one of 1,000+ apps available through Molted's managed MCP integration layer. Your agent requests access, you approve the connection, and it can act on Google cloud vision straight away, with no integration code to write or maintain.
Q.02
How do I connect Google cloud vision to my agent?
Google cloud vision connects with an API key you provide once; it is encrypted at rest and never shipped inside the agent's pod.
Q.03
What can an agent actually do with Google cloud vision?
Within the permissions you grant, an agent can automate tasks and connect this tool to the rest of your stack. Have your agent use Google cloud vision to read and write data as one step in a longer autonomous workflow.
Q.04
Is my Google cloud vision data and credentials secure?
Yes. Molted never bakes credentials into the agent's pod: every connection is brokered through the managed integration layer, secrets are encrypted at rest, and access stays scoped to what you approve. You can revoke Google cloud vision access at any time.
Q.05
Do I have to run any infrastructure to use Google cloud vision?
No. Molted is the managed operating environment for autonomous agents: compute, the MCP layer, browser automation and self-healing are all handled for you. Connecting Google cloud vision is a configuration step, not an engineering project.
Q.06
Can I limit what an agent is allowed to do in Google cloud vision?
Yes. Access to Google cloud vision is scoped to exactly what you approve and is revocable at any time. Agents act within the guardrails you set, and every action stays auditable.
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