PushPress MCP Server for LlamaIndex 8 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add PushPress 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 MCP SERVER
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 PushPress. "
"You have 8 tools available."
),
)
response = await agent.run(
"What tools are available in PushPress?"
)
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 PushPress MCP Server
Connect your PushPress gym to any AI agent.
LlamaIndex agents combine PushPress tool responses with indexed documents for comprehensive, grounded answers. Connect 8 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.
- Members — Search, profiles, billing
- Check-ins — Daily visits with method tracking
- Classes — Group classes with coach and capacity
- Plans — Memberships, punch cards, trials
- Appointments — PT and private coaching
- Messages — Emails, push, SMS
- Webhooks — Real-time event notifications
The PushPress MCP Server exposes 8 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 PushPress to LlamaIndex via MCP
Follow these steps to integrate the PushPress 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 8 tools from PushPress
Why Use LlamaIndex with the PushPress MCP Server
LlamaIndex provides unique advantages when paired with PushPress through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine PushPress tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain PushPress tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query PushPress, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what PushPress tools were called, what data was returned, and how it influenced the final answer
PushPress + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the PushPress MCP Server delivers measurable value.
Hybrid search: combine PushPress real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query PushPress 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 PushPress for fresh data
Analytical workflows: chain PushPress queries with LlamaIndex's data connectors to build multi-source analytical reports
PushPress MCP Tools for LlamaIndex (8)
These 8 tools become available when you connect PushPress to LlamaIndex via MCP:
get_customer
Get member profile
list_appointments
List PT appointments
list_checkins
List gym check-ins
list_classes
List scheduled classes
list_messages
List sent messages
list_plans
Includes pricing and billing cycle. List membership plans
list_webhooks
List active webhooks
search_customers
Returns profile, active plan, check-in count, and billing status. Search gym members
Example Prompts for PushPress in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with PushPress immediately.
"How many people checked in today?"
"Who is enrolled in the 6 AM CrossFit class today?"
"Which members have a billing issue right now?"
Troubleshooting PushPress MCP Server with LlamaIndex
Common issues when connecting PushPress to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpPushPress + LlamaIndex FAQ
Common questions about integrating PushPress 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 PushPress 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 PushPress to LlamaIndex
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.