Xiaoshouyi / Neocrm 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 Xiaoshouyi / Neocrm 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 Xiaoshouyi / Neocrm. "
"You have 9 tools available."
),
)
response = await agent.run(
"What tools are available in Xiaoshouyi / Neocrm?"
)
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 Xiaoshouyi / Neocrm MCP Server
Empower your AI agent to orchestrate your sales cycle with Xiaoshouyi (Neocrm), the premier enterprise CRM platform in China. By connecting Xiaoshouyi to your agent, you transform complex pipeline management and customer tracking into a natural conversation. Your agent can instantly list your leads, retrieve account details, manage sales opportunities, and even audit team tasks without you needing to navigate the comprehensive web interface. Whether you are managing a large-scale sales team or a specific high-value deal, your agent acts as a real-time sales assistant, keeping your CRM data accurate and your pipeline moving.
LlamaIndex agents combine Xiaoshouyi / Neocrm 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
- Lead Management — List all active leads, get detailed information, and create new prospects instantly.
- Account & Contact Tracking — Browse companies and individual contacts to maintain a clear picture of your customer base.
- Opportunity Control — Monitor sales pipelines and create new opportunities to track your deal flow effectively.
- Task Operations — Manage CRM tasks and activities to keep your sales team productive and aligned.
- Sales Insights — Retrieve high-level summaries of CRM activity and team performance.
The Xiaoshouyi / Neocrm 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 Xiaoshouyi / Neocrm to LlamaIndex via MCP
Follow these steps to integrate the Xiaoshouyi / Neocrm 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 Xiaoshouyi / Neocrm
Why Use LlamaIndex with the Xiaoshouyi / Neocrm MCP Server
LlamaIndex provides unique advantages when paired with Xiaoshouyi / Neocrm through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Xiaoshouyi / Neocrm tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Xiaoshouyi / Neocrm tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Xiaoshouyi / Neocrm, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Xiaoshouyi / Neocrm tools were called, what data was returned, and how it influenced the final answer
Xiaoshouyi / Neocrm + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Xiaoshouyi / Neocrm MCP Server delivers measurable value.
Hybrid search: combine Xiaoshouyi / Neocrm real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Xiaoshouyi / Neocrm 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 Xiaoshouyi / Neocrm for fresh data
Analytical workflows: chain Xiaoshouyi / Neocrm queries with LlamaIndex's data connectors to build multi-source analytical reports
Xiaoshouyi / Neocrm MCP Tools for LlamaIndex (9)
These 9 tools become available when you connect Xiaoshouyi / Neocrm to LlamaIndex via MCP:
create_lead
Create a new lead
create_opportunity
Create a new opportunity
get_lead
Get lead details
list_accounts
List CRM accounts
list_contacts
List CRM contacts
list_leads
List CRM leads
list_opportunities
List sales opportunities
list_tasks
List CRM tasks
list_users
List organization users
Example Prompts for Xiaoshouyi / Neocrm in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Xiaoshouyi / Neocrm immediately.
"List all my active leads from Xiaoshouyi."
"Create a new opportunity for account 'Tech Giant' titled 'Enterprise License Renewal'."
"Show me a summary of my CRM activity for this week."
Troubleshooting Xiaoshouyi / Neocrm MCP Server with LlamaIndex
Common issues when connecting Xiaoshouyi / Neocrm to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpXiaoshouyi / Neocrm + LlamaIndex FAQ
Common questions about integrating Xiaoshouyi / Neocrm 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 Xiaoshouyi / Neocrm with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
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 Xiaoshouyi / Neocrm to LlamaIndex
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.
