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How to Use the ActiveCampaign MCP in LlamaIndex

Index ActiveCampaign contacts and deals directly into LlamaIndex vector stores for semantic search.

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Connect ActiveCampaign MCP to LlamaIndex

Create your Vinkius account to connect ActiveCampaign to LlamaIndex and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Ingest ActiveCampaign MCP Server tools into LlamaIndex RAG

The `list_deals` tool retrieves active opportunities from your ActiveCampaign sales pipeline to feed your LlamaIndex vector store. LlamaIndex takes this raw ActiveCampaign deal data, chunks it, and saves it so your agent can query deal statuses using natural language. This setup prevents hallucinations by grounding your LlamaIndex agent's answers in actual ActiveCampaign records. Instead of guessing, your LlamaIndex agent searches the local vector store to find out which ActiveCampaign deals are pending or closed.

Search and tag contacts through index queries

The `list_contacts` tool lets you search your ActiveCampaign database, and LlamaIndex turns those contact profiles into searchable nodes. When your LlamaIndex agent finds a contact that matches a specific query, it uses `add_tag_to_contact` to update their ActiveCampaign profile. This means you can run semantic queries like 'find customers interested in enterprise plans' and let the LlamaIndex agent tag them in ActiveCampaign. The LlamaIndex agent handles the lookup and the ActiveCampaign tag application using the MCP endpoint.

Build contact lists from document context

The `create_contact` tool is called by your LlamaIndex agent whenever it extracts new lead info from unstructured documents. Once the ActiveCampaign contact is created, the LlamaIndex agent uses `add_contact_to_list` to sort them into the correct mailing list. LlamaIndex coordinates this by extracting metadata from your files and passing it to the ActiveCampaign tool parameters. You get a direct bridge from raw LlamaIndex document ingestion to structured ActiveCampaign email marketing.

Setup guide

Set up ActiveCampaign MCP in LlamaIndex

Prerequisites

  • Python 3.10+ installed
  • llama-index-tools-mcp package
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install dependencies

    Run pip install llama-index-tools-mcp llama-index-llms-openai. The MCP tools package provides BasicMCPClient and McpToolSpec.

  2. 2

    Connect with BasicMCPClient

    Point BasicMCPClient to your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports SSE and Streamable HTTP transports.

  3. 3

    Convert to LlamaIndex tools

    Call mcp_tool_spec.to_tool_list_async() to convert all ActiveCampaign MCP tools into native FunctionTool objects that any LlamaIndex agent can use.

  4. 4

    Run with any LLM

    Create a FunctionAgent with the tools and your preferred LLM. Swap OpenAI for Anthropic, Gemini, or any LlamaIndex-supported provider.

agent.py
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

# Connect to the MCP
mcp_client = BasicMCPClient(
    "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)
mcp_tool_spec = McpToolSpec(client=mcp_client)

# Convert MCP tools to LlamaIndex tools
tools = await mcp_tool_spec.to_tool_list_async()

# Create and run the agent
agent = FunctionAgent(
    tools=tools,
    llm=OpenAI(model="gpt-4o"),
    system_prompt="You have access to ActiveCampaign tools.",
)
response = await agent.run("List recent ActiveCampaign data")

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by ActiveCampaign. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about ActiveCampaign MCP in LlamaIndex

You install the MCP tool spec package and pass the Vinkius endpoint URL to the BasicMCPClient. From there, call the tool list generator and register them with your LlamaIndex FunctionAgent.
Yes, the LlamaIndex agent uses `list_contacts` to pull records based on user queries. It can search by email or browse the ActiveCampaign list to find matching profiles before performing other actions.
You can use the allowed_tools filter when setting up your LlamaIndex client. This lets you restrict your agent to just `list_deals` if you only want it reading ActiveCampaign pipeline data.
Yes, if you set include_resources to true, the LlamaIndex client can fetch raw ActiveCampaign data directly. This makes it easy to load ActiveCampaign contact lists straight into your index.
No one but your LlamaIndex agent. Vinkius runs a zero-trust MCP architecture where your ActiveCampaign API tokens and contact details are encrypted at rest and only decrypted inside an ephemeral V8 sandbox during execution.

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