HubSpot Marketing Hub MCP Server for LlamaIndex 6 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add HubSpot Marketing Hub as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to HubSpot Marketing Hub. "
"You have 6 tools available."
),
)
response = await agent.run(
"What tools are available in HubSpot Marketing Hub?"
)
print(response)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About HubSpot Marketing Hub MCP Server
Connect HubSpot CRM to any AI agent — instant access to your full CRM data without switching tabs.
LlamaIndex agents combine HubSpot Marketing Hub tool responses with indexed documents for comprehensive, grounded answers. Connect 6 tools through the Vinkius and query live data alongside vector stores and SQL databases in a single turn — ideal for hybrid search, data enrichment, and analytical workflows.
What you can do
- Contacts — Search, create, and manage contacts
- Companies — Find companies by name or domain
- Deals — Search and create deals with pipeline tracking
- Tickets — Create and search support tickets
- Notes — Create notes attached to any CRM record
- Owners — View all owners and team assignments
- Pipelines — List deal and ticket pipeline stages
The HubSpot Marketing Hub MCP Server exposes 6 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect HubSpot Marketing Hub to LlamaIndex via MCP
Follow these steps to integrate the HubSpot Marketing Hub MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 6 tools from HubSpot Marketing Hub
Why Use LlamaIndex with the HubSpot Marketing Hub MCP Server
LlamaIndex provides unique advantages when paired with HubSpot Marketing Hub through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine HubSpot Marketing Hub tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain HubSpot Marketing Hub tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query HubSpot Marketing Hub, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what HubSpot Marketing Hub tools were called, what data was returned, and how it influenced the final answer
HubSpot Marketing Hub + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the HubSpot Marketing Hub MCP Server delivers measurable value.
Hybrid search: combine HubSpot Marketing Hub real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query HubSpot Marketing Hub to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying HubSpot Marketing Hub for fresh data
Analytical workflows: chain HubSpot Marketing Hub queries with LlamaIndex's data connectors to build multi-source analytical reports
HubSpot Marketing Hub MCP Tools for LlamaIndex (6)
These 6 tools become available when you connect HubSpot Marketing Hub to LlamaIndex via MCP:
hs_form_submissions
Returns each submission with the field values the visitor entered, submission date, and page URL. Use when the user wants to review lead capture data, check who submitted a form, or analyze form conversion data. You need the form ID — use hs_list_forms to find it. Get individual form submissions for a specific HubSpot form, showing submitted field values and dates
hs_list_campaigns
Returns campaign name, type, current state, and associated dates. Campaigns group related marketing assets (emails, landing pages, ads) under a single initiative for unified tracking. Use when the user asks about marketing initiatives, campaign performance, or wants to review active campaigns. List marketing campaigns in HubSpot with name, type, status, and campaign dates
hs_list_contact_lists
Returns list name, type (STATIC for manual lists, DYNAMIC for smart lists with auto-updating criteria), and count of contacts in each list. Use when the user asks about audience segments, marketing lists, wants to know list sizes, or needs to understand audience targeting. List HubSpot contact lists (static and smart/dynamic) with name, type, and contact count
hs_list_forms
Returns form name, form type (regular/popup/embedded), number of fields, and submission count. Forms are the primary lead capture mechanism in HubSpot. Use when the user asks about lead generation forms, wants to audit form performance, or needs a form ID to check submissions. List HubSpot forms used for lead capture with name, type, field count, and submission volume
hs_list_landing_pages
Returns page title, publish status (draft/published), URL slug, and full public URL. Landing pages are standalone pages designed for conversion (form fills, downloads). Use when the user asks about landing pages, lead capture pages, or wants to review publishing status. List HubSpot landing pages with title, publish status, URL slug, and full page URL
hs_list_marketing_emails
Returns email name, subject line, type (regular/automated/blog), current state (draft/published/sent), and publish/send date. Use when the user asks about email campaigns, wants to see recent sends, or needs to check which emails are active. List marketing emails in HubSpot with name, subject line, send status, type, and publish date
Example Prompts for HubSpot Marketing Hub in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with HubSpot Marketing Hub immediately.
"Search for contacts at Acme Corp"
"Create a deal: Enterprise Package $50,000"
"Show me the deal pipeline stages"
Troubleshooting HubSpot Marketing Hub MCP Server with LlamaIndex
Common issues when connecting HubSpot Marketing Hub to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpHubSpot Marketing Hub + LlamaIndex FAQ
Common questions about integrating HubSpot Marketing Hub MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect HubSpot Marketing Hub with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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TypeScript toolkit for building AI-powered web applications.
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Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect HubSpot Marketing Hub to LlamaIndex
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.