Vectorshift MCP integration
Runs pipelines singly or in bulk, stops an execution by run ID, and creates, inspects, or removes the chatbots built on top of them.
12actions available
Three actions you can hand over today
Every action runs live through MCP. Nothing to build, nothing to maintain.
Create chatbot
Ayro spins up a new chatbot in VectorShift with custom logic and knowledge. Your team deploys AI-powered conversations without writing backend code.
Run pipeline
Ayro executes a VectorShift pipeline with your inputs to transform or enrich customer data. Your team automates complex workflows inside every support conversation.
List chatbots
Ayro retrieves all available chatbots in your account so you can pick the right one for the job. Your team discovers and reuses existing agents without searching your dashboard.
How businesses use Vectorshift + Ayro
Each card is one request a support team gets, and the Vectorshift actions Ayro runs to close it.
Run a pipeline and stay in control of it
Ayro executes a pipeline with the inputs supplied, batches multiple input sets into one bulk run, and terminates an execution by its run ID when it should not finish.
Run PipelineRun Pipeline in BulkTerminate Pipeline ExecutionManage the chatbots deployed on an account
Ayro creates a chatbot on top of an existing pipeline, retrieves one by ID or name to read its configuration, lists what is deployed, and removes a bot that is no longer used.
Create ChatbotGet ChatbotList ChatbotsDelete ChatbotSee what an account has to work with
Ayro lists the pipelines and transformations available and opens a specific pipeline by ID or name, so the right building block is identified before anything is run or built on it.
List PipelinesGet PipelineList TransformationsCheck which knowledge base a build should point at
Ayro lists the knowledge bases on the account and fetches one by ID or name with its configuration and metadata, confirming the source a pipeline or chatbot draws on.
List Knowledge BasesGet Knowledge Base
How it works
Get started in 3 steps
Connect once, then just ask. There is no workflow builder to learn and nothing to maintain — Ayro reads the Vectorshift actions it has and picks the ones a request needs.
Connect Vectorshift
Authorize the Vectorshift account your team already uses — one consent screen, no API keys, no mapping tables. Ayro can only do what you granted that account, and you can disconnect it at any time.
Tell your agent what you need
Describe the job the way you would hand it to a teammate. Ayro maps it to the Vectorshift actions that close it and chains as many as the request needs.
Watch it work
The agent runs the actions inside the conversation the customer is already in, so nobody copies data between tabs and your team can take over at any point.
Get started free
Vectorshift · Ayro
What can you do in Vectorshift without me setting anything up?
These, right away:
- Create chatbot
- Get chatbot
- Delete chatbot
Great, let's start with the first one.
FAQ
Everything else about Vectorshift
Setup, permissions, and the limits of what Ayro can do inside Vectorshift.
Run Pipeline returns either the result or a run_id for asynchronous execution, so a long job does not block the conversation. Terminate Pipeline Execution stops that run by the same run_id if the inputs turn out to be wrong.
Every action available in Vectorshift
All 12 actions your agent can call on Vectorshift, straight from the live MCP connection.
Create chatbot
Create a new chatbot.
Delete chatbot
Delete a chatbot by its ID.
Get chatbot
Fetch an existing chatbot by its ID or name.
Get knowledge base
Fetch an existing knowledge base by its ID or name.
Get pipeline
Fetch an existing pipeline by its ID or name.
List chatbots
List all available chatbots in the account.
List knowledge bases
List all available knowledge bases in your VectorShift account.
List pipelines
List all available pipelines in the VectorShift account.
List transformations
List all available transformations in the account.
Run pipeline
Run a VectorShift pipeline with the given inputs.
Run pipeline in bulk
Run a VectorShift pipeline in bulk with multiple sets of inputs.
Terminate pipeline execution
Terminate a running pipeline execution.
The tools Vectorshift sits next to
Same connection, same setup. Pick the next one your team already uses.
All images ai
Reports credit balance and key validity, lists automated and downloaded image batches, prunes old generations, and wires up print event webhooks.
Composio search
Answers off-catalog questions with live web, news, retail, travel, and maps results, then fetches the source page behind the answer.
Genderize
Estimates the gender most often associated with a first name, optionally scoped to a country code, from the name a workflow already holds.
Lmnt
Synthesizes speech in preset or custom voices, returns word-level timings for captions, and keeps the voice library and usage in check.
Replicate
Finds models and reads their input schemas, runs and cancels predictions, manages deployments and hardware, and drives fine-tuning jobs.
Textrazor
Classifies incoming text into taxonomy categories, extracts named entities with confidence scores, and maintains the classifiers behind both.
Ready to connect Vectorshift?
Authorize the account and your agent has all 12 actions from the first conversation.