Fxiaoke MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Fxiaoke 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 Fxiaoke. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Fxiaoke?"
)
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 Fxiaoke MCP Server
Empower your AI agent to orchestrate your sales operations with Fxiaoke (纷享销客), the premier sales management and CRM platform in China. By connecting Fxiaoke to your agent, you transform complex pipeline tracking, lead management, and approval workflows into a natural conversation. Your agent can instantly list your leads, retrieve sales tasks, monitor approval statuses, and even audit team activity without you ever needing to navigate the complex Fxiaoke dashboard. Whether you are managing high-volume leads or complex B2B approval chains, your agent acts as a real-time sales operations assistant, keeping your CRM data accurate and your team aligned.
LlamaIndex agents combine Fxiaoke tool responses with indexed documents for comprehensive, grounded answers. Connect 10 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 & Opportunity Tracking — List all active leads and sales opportunities to maintain a clear picture of your pipeline.
- Sales Task Management — Monitor and manage sales tasks and activities to keep your team productive.
- Approval Workflow Monitoring — List recent approval instances and retrieve detailed status information for rapid coordination.
- Account & Contact Control — Browse companies and individual contacts within your CRM ecosystem.
- Team Overview — Access organization user lists to manage assignments and participation effectively.
The Fxiaoke MCP Server exposes 10 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 Fxiaoke to LlamaIndex via MCP
Follow these steps to integrate the Fxiaoke 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 10 tools from Fxiaoke
Why Use LlamaIndex with the Fxiaoke MCP Server
LlamaIndex provides unique advantages when paired with Fxiaoke through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Fxiaoke tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Fxiaoke tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Fxiaoke, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Fxiaoke tools were called, what data was returned, and how it influenced the final answer
Fxiaoke + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Fxiaoke MCP Server delivers measurable value.
Hybrid search: combine Fxiaoke real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Fxiaoke 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 Fxiaoke for fresh data
Analytical workflows: chain Fxiaoke queries with LlamaIndex's data connectors to build multi-source analytical reports
Fxiaoke MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Fxiaoke to LlamaIndex via MCP:
create_lead
Create a new Fxiaoke lead
create_opportunity
Create a new Fxiaoke opportunity
get_approval_details
Get approval details
list_accounts
List Fxiaoke accounts
list_approvals
List approval instances
list_contacts
List Fxiaoke contacts
list_leads
List Fxiaoke leads
list_opportunities
List Fxiaoke opportunities
list_sales_tasks
List Fxiaoke sales tasks
list_users
List Fxiaoke users
Example Prompts for Fxiaoke in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Fxiaoke immediately.
"List all active leads in my Fxiaoke CRM."
"Check the status of recent approval requests."
"Create a new lead for 'Mario' with mobile '13800000000'."
Troubleshooting Fxiaoke MCP Server with LlamaIndex
Common issues when connecting Fxiaoke to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpFxiaoke + LlamaIndex FAQ
Common questions about integrating Fxiaoke 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 Fxiaoke 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 Fxiaoke to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.
