Can I check the sync status of a specific company directory through the agent?

Yes. The `get_directory_details` tool allows your AI agent to retrieve the current sync status and metadata for any specific directory ID, helping you monitor whether employees are being correctly provisioned.

How do I see which users belong to a specific synced group?

You can use the `list_directory_users` tool and filter by the directory ID to see the full roster. For group-level information, use the `list_directory_groups` tool to see organizational units imported from the identity provider.

Is it possible to retrieve security audit logs via chat?

Absolutely. The `get_audit_log_events` tool retrieves a stream of events for any specific organization ID, giving you instant access to compliance-related activities directly through your conversation.

WorkOS MCP Server for LlamaIndex 10 tools — connect in under 2 minutes

Name: WorkOS
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 10 Tools Framework

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add WorkOS as an MCP tool provider through the 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 WorkOS. "
            "You have 10 tools available."
        ),
    )

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

asyncio.run(main())

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60%Token savings

High SecurityEnterprise-grade

IAMAccess control

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DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 WorkOS MCP Server

Connect your WorkOS account to any AI agent and manage your enterprise identity infrastructure through natural conversation.

LlamaIndex agents combine WorkOS tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through the 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

Organization Management — Browse and list all enterprise organizations (tenants), create new records, and manage authorized domains
SSO Monitoring — List and audit active Single Sign-On (SSO) connections (SAML, OIDC) configured for your enterprise customers
Directory Sync — Monitor active HRIS and SCIM directory instances and retrieve deep details on sync status and provider types
Roster Management — Retrieve the complete list of users and organizational groups synced from external directories directly from your agent
Audit Compliance — Stream and retrieve audit log events for any organization to monitor security and compliance activities
Tenant Insights — Quickly find unique organization, connection, and directory IDs required for enterprise feature configuration
Connectivity Health — Verify the status and metadata of SSO links and directory connections to ensure uptime

The WorkOS MCP Server exposes 10 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 WorkOS to LlamaIndex via MCP

Follow these steps to integrate the WorkOS 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 10 tools from WorkOS

Why Use LlamaIndex with the WorkOS MCP Server

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

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

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

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

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

WorkOS + LlamaIndex Use Cases

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

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

Data enrichment: query WorkOS 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 WorkOS for fresh data

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

WorkOS MCP Tools for LlamaIndex (10)

These 10 tools become available when you connect WorkOS to LlamaIndex via MCP:

create_workos_organization

Provide the name and a list of authorized domains. Creates a new organization record

get_audit_log_events

Returns a stream of events tracked in the organization. Retrieves audit log events for an organization

get_directory_details

g. Okta, Azure AD) of a directory ID. Retrieves metadata for a specific directory instance

get_organization_details

Retrieves details for a specific organization

get_sso_connection_details

Retrieves details for a specific SSO connection

list_directories

Lists all active Directory Sync instances

list_directory_groups

Lists all groups synced from a directory

list_directory_users

Lists all users synced from a directory

list_sso_connections

Lists all active SSO connections

list_workos_organizations

Lists all organizations in the WorkOS account

Example Prompts for WorkOS in LlamaIndex

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

"List all organizations in my WorkOS account."

"Check the status of SSO connections for 'Acme Corp'."

"List all users synced from the directory 'dir_01J...'."

Troubleshooting WorkOS MCP Server with LlamaIndex

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

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

WorkOS + LlamaIndex FAQ

Common questions about integrating WorkOS 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.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query WorkOS tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.