BoxyHQ (Enterprise SSO) MCP Server for LlamaIndexGive LlamaIndex instant access to 8 tools to Add Connection, Create Directory, Delete Connection, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add BoxyHQ (Enterprise SSO) 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 for LlamaIndex
The BoxyHQ (Enterprise SSO) MCP Server for LlamaIndex is a standout in the Fort Knox category — giving your AI agent 8 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 BoxyHQ (Enterprise SSO). "
"You have 8 tools available."
),
)
response = await agent.run(
"What tools are available in BoxyHQ (Enterprise SSO)?"
)
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 BoxyHQ (Enterprise SSO) MCP Server
Connect your BoxyHQ instance to any AI agent to streamline enterprise authentication and user lifecycle management through natural language.
LlamaIndex agents combine BoxyHQ (Enterprise SSO) 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.
What you can do
- SSO Connections — Add, update, and manage SAML and OIDC connections for specific tenants and products.
- Directory Sync (SCIM) — Create and configure SCIM 2.0 directories to automate user provisioning and de-provisioning.
- Connection Auditing — Retrieve detailed connection metadata using tenant IDs, product IDs, or client IDs.
- Metadata Management — Configure IdP metadata via raw XML (Base64) or direct metadata URLs for rapid deployment.
- Lifecycle Control — Update existing security configurations or delete stale connections to maintain a clean security posture.
The BoxyHQ (Enterprise SSO) MCP Server exposes 8 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 8 BoxyHQ (Enterprise SSO) tools available for LlamaIndex
When LlamaIndex connects to BoxyHQ (Enterprise SSO) through Vinkius, your AI agent gets direct access to every tool listed below — spanning sso, saml, oidc, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Add connection on BoxyHQ (Enterprise SSO)
Add a new SAML or OIDC connection
Create directory on BoxyHQ (Enterprise SSO)
0 protocol. Create a Directory Sync (SCIM) connection
Delete connection on BoxyHQ (Enterprise SSO)
Delete an SSO connection
Get connections on BoxyHQ (Enterprise SSO)
Get SSO connections
Get directory groups on BoxyHQ (Enterprise SSO)
List all groups for a tenant/product directory
Get directory users on BoxyHQ (Enterprise SSO)
List all users for a tenant/product directory
Health check on BoxyHQ (Enterprise SSO)
Check BoxyHQ service health
Update connection on BoxyHQ (Enterprise SSO)
Update an existing SSO connection
Connect BoxyHQ (Enterprise SSO) to LlamaIndex via MCP
Follow these steps to wire BoxyHQ (Enterprise SSO) into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind 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 BoxyHQ (Enterprise SSO) MCP Server
LlamaIndex provides unique advantages when paired with BoxyHQ (Enterprise SSO) through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine BoxyHQ (Enterprise SSO) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain BoxyHQ (Enterprise SSO) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query BoxyHQ (Enterprise SSO), a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what BoxyHQ (Enterprise SSO) tools were called, what data was returned, and how it influenced the final answer
BoxyHQ (Enterprise SSO) + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the BoxyHQ (Enterprise SSO) MCP Server delivers measurable value.
Hybrid search: combine BoxyHQ (Enterprise SSO) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query BoxyHQ (Enterprise SSO) 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 BoxyHQ (Enterprise SSO) for fresh data
Analytical workflows: chain BoxyHQ (Enterprise SSO) queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for BoxyHQ (Enterprise SSO) in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with BoxyHQ (Enterprise SSO) immediately.
"Add a new SAML connection for tenant 'acme.com' and product 'saas-app' using metadata URL 'https://idp.com/metadata.xml'."
"List all SSO connections for the product 'enterprise-portal'."
"Create an Okta SCIM directory for tenant 'piedpiper' and product 'cloud-storage'."
Troubleshooting BoxyHQ (Enterprise SSO) MCP Server with LlamaIndex
Common issues when connecting BoxyHQ (Enterprise SSO) to LlamaIndex through Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpBoxyHQ (Enterprise SSO) + LlamaIndex FAQ
Common questions about integrating BoxyHQ (Enterprise SSO) 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?
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