HubSpot CMS Hub MCP Server for LlamaIndex 9 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add HubSpot CMS Hub as an MCP tool provider through 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 CMS Hub. "
"You have 9 tools available."
),
)
response = await agent.run(
"What tools are available in HubSpot CMS 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 CMS Hub MCP Server
Connect HubSpot CRM to any AI agent — instant access to your full CRM data without switching tabs.
LlamaIndex agents combine HubSpot CMS Hub tool responses with indexed documents for comprehensive, grounded answers. Connect 9 tools through 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 CMS Hub MCP Server exposes 9 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 CMS Hub to LlamaIndex via MCP
Follow these steps to integrate the HubSpot CMS 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 9 tools from HubSpot CMS Hub
Why Use LlamaIndex with the HubSpot CMS Hub MCP Server
LlamaIndex provides unique advantages when paired with HubSpot CMS Hub through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine HubSpot CMS Hub tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain HubSpot CMS Hub tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query HubSpot CMS Hub, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what HubSpot CMS Hub tools were called, what data was returned, and how it influenced the final answer
HubSpot CMS Hub + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the HubSpot CMS Hub MCP Server delivers measurable value.
Hybrid search: combine HubSpot CMS Hub real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query HubSpot CMS 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 CMS Hub for fresh data
Analytical workflows: chain HubSpot CMS Hub queries with LlamaIndex's data connectors to build multi-source analytical reports
HubSpot CMS Hub MCP Tools for LlamaIndex (9)
These 9 tools become available when you connect HubSpot CMS Hub to LlamaIndex via MCP:
hs_get_blog_post
Returns full post details including title, meta description, slug, body content length, author, featured image, publish date, and SEO settings. Use after listing/searching posts to drill into a specific article for complete details. Get the complete details of a specific HubSpot blog post by ID, including body content length and SEO metadata
hs_list_blog_authors
Returns author display name, URL slug, email, and bio. Authors are linked to blog posts for byline attribution. Use when the user asks about content contributors, wants to find an author profile, or needs author IDs for blog post creation. List blog authors configured in HubSpot CMS with name, email, slug, and biography
hs_list_blog_posts
Returns post title, URL slug, current state (draft/published/scheduled), author name, and publish date. Use when the user asks about blog content, wants to review recent articles, check publishing status, or audit the content calendar. List recent blog posts from HubSpot CMS with title, URL slug, publish status, author, and publish date
hs_list_blog_tags
Returns tag name and slug used for content categorization and URL generation. Blog tags group related posts for navigation and topic clustering. Use when the user asks about content categories, available tags, or wants to audit the blog taxonomy. List blog tags used for categorizing HubSpot blog content with tag name and URL slug
hs_list_domains
Returns domain name, whether DNS is resolving correctly, if the domain is primary, and which HubSpot features use it (CMS, email, landing pages). Use when the user asks about connected domains, DNS configuration, or wants to verify domain setup. List all domains connected to HubSpot with DNS resolution status, primary domain flag, and usage type
hs_list_landing_pages
Landing pages are standalone conversion-focused pages (signup forms, lead magnets, event registration). Returns page title, slug, status, and full URL. Distinct from regular site pages — landing pages are typically ungated and optimized for form fills. Use when the user asks about conversion pages or lead capture pages. List HubSpot landing pages designed for conversion with title, URL, publish status, and campaign association
hs_list_site_pages
Returns page title, URL slug, current state (draft/published), and associated domain. Site pages are standard website pages (About, Contact, Pricing, etc.) — distinct from blog posts and landing pages. Use when the user asks about website content, page inventory, or publishing status. List website pages hosted in HubSpot CMS with title, URL slug, publish status, and domain
hs_search_blog_posts
Returns matching posts with title, slug, status, and date. Use when the user wants to find a specific article, check if a topic has been covered, or locate a post for updating. Search HubSpot blog posts by title or keyword to find specific articles in the content library
hs_search_site_pages
Returns matching pages with title, slug, status, and domain. Use when the user wants to find a specific website page or check if a topic has a dedicated page. Search HubSpot site pages by title or keyword to find specific web pages
Example Prompts for HubSpot CMS Hub in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with HubSpot CMS Hub immediately.
"Search for contacts at Acme Corp"
"Create a deal: Enterprise Package $50,000"
"Show me the deal pipeline stages"
Troubleshooting HubSpot CMS Hub MCP Server with LlamaIndex
Common issues when connecting HubSpot CMS Hub to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpHubSpot CMS Hub + LlamaIndex FAQ
Common questions about integrating HubSpot CMS 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 CMS Hub with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Python framework for orchestrating collaborative AI agent crews.
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 CMS Hub to LlamaIndex
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.