How to Use the Logto (Auth Platform) MCP in LlamaIndex

Q: Can LlamaIndex update user profiles in Logto (Auth Platform)?

Yes. The agent can invoke updatemyaccountprofile or updateuser directly when a user requests a profile change through your search interface.

Q: Does LlamaIndex support role management via this MCP Server?

Absolutely. You can search, list, and assign roles using listroles and createrole directly from your LlamaIndex query pipeline.

Q: How does the tool filtering work with LlamaIndex?

You can use the allowedtools filter in the LlamaIndex MCP tool spec to restrict the agent. For example, you can allow listorganizations while blocking destructive tools like deleteuser.

Q: How is sensitive user data from Logto (Auth Platform) secured in LlamaIndex?

Sensitive data like passwords checked by verifyuserpassword or profile details are processed in memory and never stored in Vinkius logs. You control which fields get indexed into your local vector store.

Index your Logto tenant schemas and user roles into LlamaIndex to query auth states with zero hallucinations.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Logto (Auth Platform) MCP to LlamaIndex

Create your Vinkius account to connect Logto (Auth Platform) 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.

GDPR Free for Subscribers

Setup Logto (Auth Platform) with LlamaIndex

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Index Logto Tenant Data for RAG

This MCP Server lets you pull live user directories and API resources directly into your vector store. LlamaIndex queries `list_users` and `list_resources` to build an active knowledge base of your authentication setup. This lets your agent answer complex questions about who has access to what without querying the raw API every time. The tool outputs from `list_roles` are indexed, making semantic search over user permissions fast and accurate.

Ground Auth Queries in Live API Data

Stop guessing which organization a user belongs to. LlamaIndex uses `get_user` and `list_organization_users` to retrieve exact, real-time facts before answering user management questions. By coupling the live MCP Server with a query engine, the agent avoids hallucinating user states. It verifies current profiles using `get_my_account` before making changes.

Build Searchable Audits of Logto (Auth Platform)

Create a historical index of your security configurations. LlamaIndex can run `list_mfa_verifications` across users and store the results for compliance reporting. This turns static auth logs into an interactive search engine. You can ask your agent which users lack MFA, and it will search the indexed outputs of `list_mfa_verifications` to give you an immediate list.

Setup guide

Set up Logto (Auth Platform) 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 Logto (Auth Platform) 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 Logto (Auth Platform) tools.",
)
response = await agent.run("List recent Logto (Auth Platform) data")

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Logto. 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.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Logto (Auth Platform) now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Logto (Auth Platform) MCP in LlamaIndex

Use McpToolSpec with the LlamaIndex client to pull data from `list_users`. The framework indexes the returned JSON directly into your vector database.

Yes. The agent can invoke `update_my_account_profile` or `update_user` directly when a user requests a profile change through your search interface.

Absolutely. You can search, list, and assign roles using `list_roles` and `create_role` directly from your LlamaIndex query pipeline.

You can use the allowed_tools filter in the LlamaIndex MCP tool spec to restrict the agent. For example, you can allow `list_organizations` while blocking destructive tools like `delete_user`.

Sensitive data like passwords checked by `verify_user_password` or profile details are processed in memory and never stored in Vinkius logs. You control which fields get indexed into your local vector store.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript