How to Use the FindThatLead MCP in LlamaIndex

Q: How do I index FindThatLead query results in LlamaIndex?

You can load the output of tools like domainsearch or listleads directly into LlamaIndex Document objects. From there, you parse and index them into your vector store for semantic retrieval.

Q: Can LlamaIndex update my FindThatLead campaigns automatically?

LlamaIndex can read your campaign data using getcampaign and listcampaigns, but it does not modify them. You can use the retrieved data to decide which new leads to create using createlead.

Q: Does LlamaIndex support the FindThatLead local prospector tool?

Yes, the localprospector tool is fully supported. Your LlamaIndex agent can call this tool to find local business leads and immediately index the results into your local vector database.

Index live FindThatLead data directly into your LlamaIndex vector stores for grounded, hallucination-free RAG.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect FindThatLead MCP to LlamaIndex

Create your Vinkius account to connect FindThatLead 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.

GDPR Free for Subscribers

Setup FindThatLead with LlamaIndex

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Index Live Domain Leads Directly into LlamaIndex

The `domain_search` tool pulls active corporate email lists that LlamaIndex instantly parses and indexes into your vector store using the FindThatLead MCP server. This turns raw domain lookups into searchable context that your RAG pipeline can query for future outreach. By converting the output of `domain_search` into index nodes, your LlamaIndex agent can run semantic searches over your target prospect lists. You no longer have to manually upload CSVs to keep your knowledge base fresh.

Query Local Prospector Data via LlamaIndex RAG

The `local_prospector` tool fetches geographically targeted business data directly into your LlamaIndex querying pipeline. This allows your agent to retrieve localized business details and synthesize answers based on real-time local search results. You can run semantic queries over the returned local leads to find specific business types. LlamaIndex stores this structured data so your agent can cross-reference it with existing customer profiles.

Track Campaign Performance Using LlamaIndex MCP Server

The `get_campaign` tool retrieves active campaign stats and metrics directly into your LlamaIndex analytical index. This lets you build a query engine that answers questions about your open rates and click-through metrics without checking a dashboard. Your LlamaIndex agent can compare these live campaign stats against historical performance data stored in your vector store. It gives you a direct, natural-language interface to your outbound sales metrics.

Setup guide

Set up FindThatLead MCP in LlamaIndex

Prerequisites

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

1

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

Convert to LlamaIndex tools
Call mcp_tool_spec.to_tool_list_async() to convert all FindThatLead MCP tools into native FunctionTool objects that any LlamaIndex agent can use.
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 FindThatLead tools.",
)
response = await agent.run("List recent FindThatLead data")

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by FindThatLead. 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.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect FindThatLead now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about FindThatLead MCP in LlamaIndex

You can load the output of tools like `domain_search` or `list_leads` directly into LlamaIndex Document objects. From there, you parse and index them into your vector store for semantic retrieval.

LlamaIndex can read your campaign data using `get_campaign` and `list_campaigns`, but it does not modify them. You can use the retrieved data to decide which new leads to create using `create_lead`.

Yes, the `local_prospector` tool is fully supported. Your LlamaIndex agent can call this tool to find local business leads and immediately index the results into your local vector database.

You configure your API key securely within the Vinkius platform. LlamaIndex connects to the hosted MCP server, meaning your code stays clean and your keys remain hidden from the client side.

Your verified emails and campaign metrics are handled through encrypted TLS connections directly to FindThatLead. Vinkius runs the MCP server in an ephemeral sandbox, ensuring your proprietary prospect lists are never logged or exposed to third parties.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript