Agent framework integration

StartupHub.ai for LlamaIndex

Turn the StartupHub MCP server into a LlamaIndex tool spec for RAG and agent workflows.

Connects via MCP server Connects via Python SDK
Get a free API key LlamaIndex MCP docs

Connect

Drop it into LlamaIndex

LlamaIndex speaks the Model Context Protocol, so every StartupHub tool shows up automatically — no per-tool wiring.

python
# pip install llama-index-tools-mcp
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec

mcp_client = BasicMCPClient("https://www.startuphub.ai/api/v1/mcp")
tools = McpToolSpec(client=mcp_client).to_tool_list()
# hand tools to a FunctionAgent / ReActAgent

Prefer a raw config? This works in any Streamable-HTTP MCP client:

{
  "mcpServers": {
    "startuphub": {
      "url": "https://www.startuphub.ai/api/v1/mcp",
      "transport": "streamable_http"
    }
  }
}

Facts, not guesses

Grounded data your agent can trust

Other tools have your agent web-search and hope. StartupHub returns structured facts from 23k+ startups and 32k+ funding rounds, each with a source URL: capital by sector, biggest rounds, verified emails, detected tech stacks, and public-record dossiers.

Free, no key
get_trendsget_sector_trendsget_arbitrageintel_previewscan_agent_readinessfind_logo
With a free API key
search_startupssearch_investorsenrich_companyvalidate_emaildiscover_emailintel_lookup

Ship it in LlamaIndex today

Free tier covers trends, arbitrage, and previews. A free key unlocks search, enrichment, and contacts.

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Other framework integrations

LangChain

Load StartupHub as LangChain tools via the MCP adapter — grounded startup, funding, and enrichment data in any chain or LangGraph agent.

CrewAI

Give your CrewAI agents live startup intelligence with the MCP server adapter.

OpenAI Agents SDK

Attach the StartupHub MCP server to an OpenAI Agents SDK agent over Streamable HTTP.

Pydantic AI

Wire StartupHub into a Pydantic AI agent as an MCP toolset.

Google ADK

Add StartupHub tools to a Google Agent Development Kit agent via MCPToolset.

Agno

Connect an Agno agent to the StartupHub MCP server for live startup intelligence.

All integrations