Attio MCP Server for LlamaIndexGive LlamaIndex instant access to 14 tools to Check Attio Status, Create Note, Create Record, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Attio as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this App Connector for LlamaIndex
The Attio app connector for LlamaIndex is a standout in the Sales Automation category — giving your AI agent 14 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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 Attio. "
"You have 14 tools available."
),
)
response = await agent.run(
"What tools are available in Attio?"
)
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 Attio MCP Server
Connect your Attio account to any AI agent and take full control of your relationship management orchestration and automated CRM workflows through natural conversation.
LlamaIndex agents combine Attio tool responses with indexed documents for comprehensive, grounded answers. Connect 14 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
- Object & Record Orchestration — List and manage your entire database of CRM objects (Companies, People) programmatically, retrieving detailed attribute metadata
- Relationship Intelligence Architecture — Programmatically query and monitor customer interactions and connection signals to maintain a perfectly coordinated sales strategy
- Workflow & View Monitoring — Access your complete directory of CRM views and pipelines to coordinate your organizational resource allocation in real-time
- Metadata Management — Programmatically retrieve field identifiers and record history to maintain a perfectly coordinated audit trail
- Operational Monitoring — Verify account-level API connectivity and monitor CRM activity volume directly through your agent for perfectly coordinated service scaling
The Attio MCP Server exposes 14 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.
All 14 Attio tools available for LlamaIndex
When LlamaIndex connects to Attio through Vinkius, your AI agent gets direct access to every tool listed below — spanning crm, relationship-intelligence, data-modeling, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Verify Attio API connectivity
Useful for logging meeting notes, call summaries, or updates. Create a note on a record
Pass attribute values as JSON (e.g., {"name": [{"value": "Acme Corp"}]}). Create a new record
Create a new task
This action is irreversible. Delete a record
Get entries from a list
Get object schema
Get a specific record
List all lists
List notes on a record
List all CRM objects
Use "companies" for companies, "people" for contacts, "deals" for deals. List records for any object
List all tasks
Only provided attributes are changed. Update an existing record
Connect Attio to LlamaIndex via MCP
Follow these steps to wire Attio into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the Attio MCP Server
LlamaIndex provides unique advantages when paired with Attio through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Attio tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Attio tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Attio, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Attio tools were called, what data was returned, and how it influenced the final answer
Attio + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Attio MCP Server delivers measurable value.
Hybrid search: combine Attio real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Attio 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 Attio for fresh data
Analytical workflows: chain Attio queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Attio in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Attio immediately.
"List all records in the 'Companies' object in my Attio account and show the last 5 entries."
"Show the recent updates for 'John Doe' in the 'People' object."
"Check for any active pipelines with zero updates this week."
Troubleshooting Attio MCP Server with LlamaIndex
Common issues when connecting Attio to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpAttio + LlamaIndex FAQ
Common questions about integrating Attio MCP Server with LlamaIndex.