How do I perform a remote unlock using the agent?

Use the `unlock_door` tool with the unique ID of the lock you wish to open. Make sure the authenticated user has the necessary permissions for that door.

Can I see if a door is currently online?

Yes, the `list_locks` and `get_lock_details` tools return the real-time connectivity status (online/offline) for every device.

Is it possible to list all users in my organization?

Absolutely. Use the `list_users` tool to retrieve a comprehensive list of all members registered in your Kisi organization.

Kisi MCP Server for LlamaIndex 9 tools — connect in under 2 minutes

Name: Kisi
Availability: InStock
Author: Vinkius

docs.llamaindex.ai/en/stable/module_guides/tools/mcp

Built by Vinkius GDPR 9 Tools Framework

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Kisi as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

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 Kisi. "
            "You have 9 tools available."
        ),
    )

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

asyncio.run(main())

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* 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 Kisi MCP Server

Connect your Kisi account to any AI agent to automate your physical access control and security workflows. This MCP server enables your agent to interact with locks (doors), manage users, and trigger remote unlocks directly from natural language interfaces.

LlamaIndex agents combine Kisi tool responses with indexed documents for comprehensive, grounded answers. Connect 9 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

Remote Unlocking — Trigger remote unlock commands for any managed door instantly
Device Oversight — List all locks and retrieve real-time status (online/offline, locked/unlocked)
User Management — List organization users and retrieve complete profile information
Access Control Audit — Query groups, places, and role assignments to monitor permissions
Location Tracking — List and inspect physical places configured in your Kisi environment

The Kisi MCP Server exposes 9 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 Kisi to LlamaIndex via MCP

Follow these steps to integrate the Kisi 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 9 tools from Kisi

Why Use LlamaIndex with the Kisi MCP Server

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

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

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

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

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

Kisi + LlamaIndex Use Cases

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

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

Data enrichment: query Kisi 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 Kisi for fresh data

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

Kisi MCP Tools for LlamaIndex (9)

These 9 tools become available when you connect Kisi to LlamaIndex via MCP:

get_lock_details

Get details for a specific lock

get_my_profile

Get the current authenticated user profile

get_place_details

Get details for a specific place

list_access_groups

List all access groups

list_locks

List all locks (doors)

list_places

List all physical places (locations)

list_role_assignments

List all role assignments

list_users

Use this to identify user IDs. List all users in the Kisi organization

unlock_door

Unlock a specific door (lock)

Example Prompts for Kisi in LlamaIndex

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

"Unlock the 'Main Entrance' door (ID: '12345') in Kisi."

"List all locks that are currently offline."

"Show me the details for the place 'Headquarters'."

Troubleshooting Kisi MCP Server with LlamaIndex

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

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Kisi + LlamaIndex FAQ

Common questions about integrating Kisi MCP Server with LlamaIndex.

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.