How to Use the BoxyHQ (Enterprise SSO) MCP in LlamaIndex

Q: Can LlamaIndex agents modify BoxyHQ (Enterprise SSO) settings?

Yes, your agent can trigger tools like deleteconnection if you authorize it. It treats these actions as part of the knowledge-gathering and task-execution loop.

Index your identity data in LlamaIndex by grounding your RAG pipelines with BoxyHQ (Enterprise SSO) tools.

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Connect BoxyHQ (Enterprise SSO) MCP to LlamaIndex

Create your Vinkius account to connect BoxyHQ (Enterprise SSO) to LlamaIndex and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup BoxyHQ (Enterprise SSO) with LlamaIndex

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Build a searchable identity index

Call `get_directory_users` or `get_directory_groups` to pull live tenant data. LlamaIndex ingests these outputs, letting you query your directory state using natural language. This turns transient API responses into a persistent knowledge base. You can ask your agent about specific user counts or group memberships without hitting the API every single time.

Ground your agent in real SSO data

Use `get_connections` to retrieve active SAML and OIDC setups. The agent uses this data to answer questions about your current configuration status. By indexing this metadata, your RAG application understands your identity landscape. You get answers based on current system state, not outdated documentation.

Manage SCIM connections via RAG

Execute `create_directory` to initialize new SCIM syncs through your agent. LlamaIndex tracks the success of these operations, building a history you can query. It allows for audit-style questioning. You can ask your agent to show you when a specific directory connection was created or modified.

Setup guide

Set up BoxyHQ (Enterprise SSO) MCP in LlamaIndex

Prerequisites

Python 3.10+ installed
llama-index-tools-mcp package
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai. The MCP tools package provides BasicMCPClient and McpToolSpec.
2

Connect with BasicMCPClient
Point BasicMCPClient to your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports SSE and Streamable HTTP transports.
3

Convert to LlamaIndex tools
Call mcp_tool_spec.to_tool_list_async() to convert all BoxyHQ (Enterprise SSO) MCP tools into native FunctionTool objects that any LlamaIndex agent can use.
4

Run with any LLM
Create a FunctionAgent with the tools and your preferred LLM. Swap OpenAI for Anthropic, Gemini, or any LlamaIndex-supported provider.

agent.py

from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

# Connect to the MCP
mcp_client = BasicMCPClient(
    "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)
mcp_tool_spec = McpToolSpec(client=mcp_client)

# Convert MCP tools to LlamaIndex tools
tools = await mcp_tool_spec.to_tool_list_async()

# Create and run the agent
agent = FunctionAgent(
    tools=tools,
    llm=OpenAI(model="gpt-4o"),
    system_prompt="You have access to BoxyHQ (Enterprise SSO) tools.",
)
response = await agent.run("List recent BoxyHQ (Enterprise SSO) data")

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by BoxyHQ. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about BoxyHQ (Enterprise SSO) MCP in LlamaIndex

First, use the tools to fetch your directory data. Then, pass that data to your indexer so your LlamaIndex agent can search through it.

Yes, your agent can trigger tools like `delete_connection` if you authorize it. It treats these actions as part of the knowledge-gathering and task-execution loop.

The data is indexed only within your specified vector store. You control the access and the scope of the index to ensure security.

The server provides the latest data whenever the agent calls a tool. You can configure your agent to refresh the index at set intervals to keep it current.

The server provides user lists including identifiers and group memberships via SCIM data. This info is transmitted over an encrypted channel and is never stored on Vinkius servers.

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