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EasyPractice 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 EasyPractice 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 EasyPractice. "
            "You have 10 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in EasyPractice?"
    )
    print(response)

asyncio.run(main())
EasyPractice
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About EasyPractice MCP Server

Integrate EasyPractice, the leading clinic management platform for therapists and practitioners, directly into your AI workflow. Manage your appointments and session schedules, track client profiles and interaction history, monitor clinic invoices and payment statuses, and oversee your services and pricing using natural language.

LlamaIndex agents combine EasyPractice 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

  • Appointment Oversight — List and retrieve detailed information and start times for all your clinic sessions.
  • Client Intelligence — Monitor client profiles, contact details, and appointment history across your practice.
  • Financial Monitoring — Track clinic invoices, total amounts, and payment statuses to ensure efficient billing.
  • Service Management — Access the service catalog to retrieve structural metadata, resolving session types and pricing tiers.

The EasyPractice 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 EasyPractice to LlamaIndex via MCP

Follow these steps to integrate the EasyPractice 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 EasyPractice

Why Use LlamaIndex with the EasyPractice MCP Server

LlamaIndex provides unique advantages when paired with EasyPractice through the Model Context Protocol.

01

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

02

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

03

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

04

Observability integrations show exactly what EasyPractice tools were called, what data was returned, and how it influenced the final answer

EasyPractice + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the EasyPractice MCP Server delivers measurable value.

01

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

02

Data enrichment: query EasyPractice 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 EasyPractice for fresh data

04

Analytical workflows: chain EasyPractice queries with LlamaIndex's data connectors to build multi-source analytical reports

EasyPractice MCP Tools for LlamaIndex (10)

These 10 tools become available when you connect EasyPractice to LlamaIndex via MCP:

01

get_appointment_details

Get detailed information for a specific appointment

02

get_client_details

Get detailed profile and appointment history for a specific client

03

get_easypractice_account_metadata

Retrieve metadata and usage limits for your EasyPractice account

04

list_clinic_appointments

List all scheduled appointments in your clinic

05

list_clinic_clients

List all clients registered in your EasyPractice clinic

06

list_clinic_invoices

List all invoices issued by your clinic

07

list_clinic_services

List all services and session types offered by your clinic

08

list_latest_appointments

Identify the most recently updated or scheduled appointments

09

quick_clinic_volume_audit

Retrieve a high-level summary of client and appointment activity

10

search_clinic_clients

Search for clients using a name or email keyword

Example Prompts for EasyPractice in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with EasyPractice immediately.

01

"List all appointments for tomorrow."

02

"Show me the details for client 'John Doe'."

03

"Are there any unpaid invoices in the system?"

Troubleshooting EasyPractice MCP Server with LlamaIndex

Common issues when connecting EasyPractice to LlamaIndex through the Vinkius, and how to resolve them.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

EasyPractice + LlamaIndex FAQ

Common questions about integrating EasyPractice 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 EasyPractice 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 EasyPractice to LlamaIndex

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