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Fxiaoke MCP Server for LlamaIndex 10 tools — connect in under 2 minutes

Built by Vinkius GDPR 10 Tools Framework

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.

Vinkius supports streamable HTTP and SSE.

python
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())
Fxiaoke
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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.

01

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Run the agent

Save to agent.py and run: python agent.py

04

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.

01

Data-first architecture: LlamaIndex agents combine Fxiaoke tool responses with indexed documents for comprehensive, grounded answers

02

Query pipeline framework lets you chain Fxiaoke tool calls with transformations, filters, and re-rankers in a typed pipeline

03

Multi-source reasoning: agents can query Fxiaoke, a vector store, and a SQL database in a single turn and synthesize results

04

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.

01

Hybrid search: combine Fxiaoke real-time data with embedded document indexes for answers that are both current and comprehensive

02

Data enrichment: query Fxiaoke to augment indexed data with live information before generating user-facing responses

03

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Fxiaoke for fresh data

04

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:

01

create_lead

Create a new Fxiaoke lead

02

create_opportunity

Create a new Fxiaoke opportunity

03

get_approval_details

Get approval details

04

list_accounts

List Fxiaoke accounts

05

list_approvals

List approval instances

06

list_contacts

List Fxiaoke contacts

07

list_leads

List Fxiaoke leads

08

list_opportunities

List Fxiaoke opportunities

09

list_sales_tasks

List Fxiaoke sales tasks

10

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.

01

"List all active leads in my Fxiaoke CRM."

02

"Check the status of recent approval requests."

03

"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.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Fxiaoke + LlamaIndex FAQ

Common questions about integrating Fxiaoke MCP Server with LlamaIndex.

01

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
02

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Fxiaoke tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
03

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

Connect Fxiaoke to LlamaIndex

Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.