Apex27 MCP Server for LlamaIndexGive LlamaIndex instant access to 11 tools to Create Contact, Get Me, Get Property Details, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Apex27 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 App Connector for LlamaIndex
The Apex27 app connector for LlamaIndex is a standout in the Real Estate category — giving your AI agent 11 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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 Apex27. "
"You have 11 tools available."
),
)
response = await agent.run(
"What tools are available in Apex27?"
)
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 Apex27 MCP Server
Connect your Apex27 real estate management account to any AI agent and simplify how you coordinate listings, customer viewings, and property offers through natural conversation.
LlamaIndex agents combine Apex27 tool responses with indexed documents for comprehensive, grounded answers. Connect 11 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
- Property Management — List all real estate listings and retrieve detailed metadata, pricing, and availability status.
- Viewing Coordination — Schedule and track property viewings for applicants and maintain an organized viewing diary.
- Offer Tracking — List and record new financial offers on properties to manage your sales pipeline effectively.
- CRM & Contacts — Manage your directory of applicants, vendors, and landlords with full contact history support.
- Maintenance & Tasks — List work orders and manage CRM appointments to keep your agency operations running smoothly.
- Agent Insights — Retrieve your agent profile details and verify account configurations directly from the agent.
The Apex27 MCP Server exposes 11 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.
All 11 Apex27 tools available for LlamaIndex
When LlamaIndex connects to Apex27 through Vinkius, your AI agent gets direct access to every tool listed below — spanning property-listings, tenant-management, viewing-scheduling, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Add a new contact to Apex27
Get agent account information
Get details of a specific property
List CRM appointments
List contacts (applicants, vendors, etc.)
List property offers
List real estate properties
List property viewings
List maintenance work orders
Record a new offer on a property
Schedule a new property viewing
Connect Apex27 to LlamaIndex via MCP
Follow these steps to wire Apex27 into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the Apex27 MCP Server
LlamaIndex provides unique advantages when paired with Apex27 through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Apex27 tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Apex27 tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Apex27, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Apex27 tools were called, what data was returned, and how it influenced the final answer
Apex27 + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Apex27 MCP Server delivers measurable value.
Hybrid search: combine Apex27 real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Apex27 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 Apex27 for fresh data
Analytical workflows: chain Apex27 queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Apex27 in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Apex27 immediately.
"List all active property listings in my account."
"Schedule a viewing for 'John Doe' (ID: cont_1029) for property 'prop_8823' on Dec 1st at 10 AM."
"Show me all recent offers for the 'Luxury Villa'."
Troubleshooting Apex27 MCP Server with LlamaIndex
Common issues when connecting Apex27 to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpApex27 + LlamaIndex FAQ
Common questions about integrating Apex27 MCP Server with LlamaIndex.