Integrations·AI & ML

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Vectorshift + OpenClaw

Give your autonomous agents a live connection to Vectorshift: managed, secure, and ready in minutes.

Vectorshift is an AI automation platform for building and deploying workflows, chatbots, and knowledge bases. On Molted, your OpenClaw agents connect to Vectorshift through the managed MCP integration layer, with no glue code, no servers to run, and no credentials baked into containers. The agent can call models, run inference, and chain AI capabilities for Vectorshift, autonomously and within the guardrails you set.

Available actions

12 ready-to-use Vectorshift actions.

Your OpenClaw agents can call any of these Vectorshift actions directly through Molted's managed MCP layer. No wrappers, no boilerplate.

VECTORSHIFT_CREATE_CHATBOT

Create Chatbot

Tool to create a new chatbot. Chatbots are conversational AI interfaces built on pipelines. Use when you need to create a new chatbot with a specific pipeline…

VECTORSHIFT_DELETE_CHATBOT

Delete Chatbot

Tool to delete a chatbot by its ID. Permanently removes the chatbot from the account. Use when you need to remove a chatbot that is no longer needed.

VECTORSHIFT_GET_CHATBOT

Get Chatbot

Tool to fetch an existing chatbot by its ID or name. Returns chatbot configuration and metadata. Use when you need to retrieve details about a specific…

VECTORSHIFT_GET_KNOWLEDGE_BASE

Get Knowledge Base

Tool to fetch an existing knowledge base by its ID or name. Returns knowledge base configuration and metadata. Use when you need to retrieve details about a…

VECTORSHIFT_GET_PIPELINE

Get Pipeline

Tool to fetch an existing pipeline by its ID or name. Returns pipeline configuration and metadata. Use when you need to retrieve a specific pipeline's details…

VECTORSHIFT_LIST_CHATBOTS

List Chatbots

Tool to list all available chatbots in the account. Use when you need to retrieve chatbot IDs or full chatbot details.

VECTORSHIFT_LIST_KNOWLEDGE_BASES

List Knowledge Bases

Tool to list all available knowledge bases in your VectorShift account. Use when you need to retrieve knowledge base information by id or name.

VECTORSHIFT_LIST_PIPELINES

List Pipelines

Tool to list all available pipelines in the VectorShift account. Use when you need to retrieve the catalog of pipelines. Supports filtering for shared…

VECTORSHIFT_LIST_TRANSFORMATIONS

List Transformations

Tool to list all available transformations in the account. Use when you need to retrieve transformation IDs or complete transformation objects.

VECTORSHIFT_RUN_PIPELINE

Run Pipeline

Tool to run a VectorShift pipeline with the given inputs. Use when you need to execute a pipeline and get its results or run_id for asynchronous execution…

+ 2 more Vectorshift actions, all callable by your agents.

How the connection works

Connect once. The agent acts.

Vectorshift 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 Vectorshift when a task needs it.

02

You approve the connection

Authorize Vectorshift once (API key). Credentials are encrypted at rest and scoped to what you allow.

03

The agent acts

It reads and writes to Vectorshift autonomously, inside your guardrails, with full audit and revocable access.

Auth: API keyCategory: AI & MLNo credentials in the pod

FAQ

Vectorshift on Molted, answered.

Q.01

Can OpenClaw agents use Vectorshift on Molted?

Yes. Vectorshift 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 Vectorshift straight away, with no integration code to write or maintain.

Q.02

How do I connect Vectorshift to my agent?

Vectorshift 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 Vectorshift?

Within the permissions you grant, an agent can call models, run inference, and chain AI capabilities. Vectorshift lets your agent chain multiple AI capabilities into a single autonomous pipeline.

Q.04

Is my Vectorshift 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 Vectorshift access at any time.

Q.05

Do I have to run any infrastructure to use Vectorshift?

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 Vectorshift is a configuration step, not an engineering project.

Q.06

Will the Vectorshift connection stay live for an always-on agent?

Yes. Molted keeps Vectorshift connections healthy for long-running agents, refreshing tokens and surfacing any re-auth, so autonomous workflows that depend on Vectorshift keep running.

Ship agents that use Vectorshift, not infrastructure.

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