Salesmate MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Create Activity, Create Contact, Create Deal, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Salesmate 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 Salesmate app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 12 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 Salesmate. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Salesmate?"
)
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 Salesmate MCP Server
Connect your Salesmate account to any AI agent and take full control of your sales automation and customer relationship orchestration through natural conversation. Salesmate provides a modern and powerful CRM platform, and this integration allows you to retrieve contact metadata, manage deal pipelines, and log real-time sales activities directly from your chat interface.
LlamaIndex agents combine Salesmate tool responses with indexed documents for comprehensive, grounded answers. Connect 12 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
- Contact & Relationship Orchestration — List and create contacts and companies programmatically to ensure your CRM database is always synchronized.
- Pipeline & Deal Intelligence — Access and monitor your sales deals and retrieve detailed status metadata directly from the AI interface to close deals faster.
- Activity & Task Control — Log calls, meetings, and tasks and retrieve detailed activity history via natural language.
- Team & User Oversight — Access team member metadata and monitor system users to ensure your sales team is fully integrated.
- Operational Monitoring — Track system activity and monitor webhooks to ensure your automated sales flows are always optimized.
The Salesmate MCP Server exposes 12 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 12 Salesmate tools available for LlamaIndex
When LlamaIndex connects to Salesmate through Vinkius, your AI agent gets direct access to every tool listed below — spanning deal-pipeline, contact-management, activity-logging, 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.
Log a new activity
Create a new contact
Create a new deal
Get current profile
Get contact details
Get deal details
List CRM activities
List all CRM contacts
List sales deals
List all team members
List configured webhooks
Update contact info
Connect Salesmate to LlamaIndex via MCP
Follow these steps to wire Salesmate 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 Salesmate MCP Server
LlamaIndex provides unique advantages when paired with Salesmate through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Salesmate tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Salesmate tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Salesmate, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Salesmate tools were called, what data was returned, and how it influenced the final answer
Salesmate + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Salesmate MCP Server delivers measurable value.
Hybrid search: combine Salesmate real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Salesmate 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 Salesmate for fresh data
Analytical workflows: chain Salesmate queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Salesmate in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Salesmate immediately.
"List all active deals in my Salesmate pipeline."
"Show me the sales pipeline with deal values grouped by stage and expected close dates."
"Create a new deal for Meridian Corp worth $85,000 and assign it to the enterprise sales team."
Troubleshooting Salesmate MCP Server with LlamaIndex
Common issues when connecting Salesmate to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpSalesmate + LlamaIndex FAQ
Common questions about integrating Salesmate MCP Server with LlamaIndex.