Vectorshift Integration for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Vectorshift MCP or direct API to launch workflows, manage pipelines, deploy chatbots, and interact with knowledge bases through natural language.
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Try Vectorshift now

Enter a prompt below to test the integration in our Tool Router playground. You'll be redirected to sign in and try it live.

Supported Tools

Tools
Create ChatbotTool to create a new chatbot.
Delete ChatbotTool to delete a chatbot by its ID.
Get ChatbotTool to fetch an existing chatbot by its ID or name.
Get Knowledge BaseTool to fetch an existing knowledge base by its ID or name.
Get PipelineTool to fetch an existing pipeline by its ID or name.
List ChatbotsTool to list all available chatbots in the account.
List Knowledge BasesTool to list all available knowledge bases in your VectorShift account.
List PipelinesTool to list all available pipelines in the VectorShift account.
List TransformationsTool to list all available transformations in the account.
Run PipelineTool to run a VectorShift pipeline with the given inputs.
Run Pipeline in BulkTool to run a VectorShift pipeline in bulk with multiple sets of inputs.
Terminate Pipeline ExecutionTool to terminate a running pipeline execution.
Python
TypeScript

Install Composio

python
pip install composio claude-agent-sdk
Install the Composio SDK for Python or TypeScript

Initialize Client and Create Tool Router Session

python
from composio import Composio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions

composio = Composio(api_key='your-composio-api-key')
session = composio.create(user_id='your-user-id')
url = session.mcp.url
Import and initialize the Composio client, then create a Tool Router session for Vectorshift

Connect to AI Agent

python
import asyncio

options = ClaudeAgentOptions(
    permission_mode='bypassPermissions',
    mcp_servers={
        'tool_router': {
            'type': 'http',
            'url': url,
            'headers': {
                'x-api-key': 'your-composio-api-key'
            }
        }
    },
    system_prompt='You are a helpful assistant with access to Vectorshift tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Trigger the monthly analytics pipeline')
        async for message in client.receive_response():
            if hasattr(message, 'content'):
                for block in message.content:
                    if hasattr(block, 'text'):
                        print(block.text)

asyncio.run(main())
Use the MCP server with your AI agent (Anthropic Claude or Mastra)

Why Use Composio?

AI Native Vectorshift Integration

  • Supports both Vectorshift MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable tool execution
  • Rich coverage for reading, writing, and querying your Vectorshift data

Managed Auth

  • Built-in OAuth handling with automatic token refresh and rotation
  • Central place to manage, scope, and revoke Vectorshift access
  • Per user and per environment credentials instead of hard-coded keys

Agent Optimized Design

  • Tools are tuned using real error and success rates to improve reliability over time
  • Comprehensive execution logs so you always know what ran, when, and on whose behalf

Enterprise Grade Security

  • Fine-grained RBAC so you control which agents and users can access Vectorshift
  • Scoped, least privilege access to Vectorshift resources
  • Full audit trail of agent actions to support review and compliance

Use Vectorshift with any AI Agent Framework

Choose a Framework you want to connect Vectorshift with

Frequently Asked Questions

Do I need my own developer credentials to use Vectorshift with Composio?

Yes, Vectorshift requires you to configure your own API key credentials. Once set up, Composio handles secure credential storage and API request handling for you.

Can I use multiple toolkits together?

Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.

Is Composio secure?

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. Learn more.

What if the API changes?

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

Used by agents from

Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai

Never worry about agent reliability

We handle tool reliability, observability, and security so you never have to second-guess an agent action.

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