FAQ

We’ve compiled frequently asked questions in advance.
If you have any questions, please feel free to contact us at aip@querypie.com.

Basic Usage

What models are currently available?

We currently provide the following models:

Anthropic

Claude Opus 4.7
Claude Opus 4.5
Claude Sonnet 4.5
Claude Haiku 4.5
Claude Sonnet 4

OpenAI

GPT-5.5
GPT-5.4
GPT-5.4 Mini
GPT-5.4 Nano
GPT 5.2
GPT 5.1
GPT 5

Google

Gemini 3.5 Flash
Gemini 3.1 Flash Lite
Gemini 3.1 Pro
Gemini 3 Flash
Gemini 2.5 Flash

Can I use my own LLM API?

We currently do not provide user LLM API integration functionality.

How much can I use?

With the official service launch, we provide 2000 credits during a 14-day free trial period.
Credits are deducted proportionally to LLM token consumption.
When credits are exhausted or the trial period ends, a paid plan subscription is required.

📋

For detailed paid billing methods, please check the QueryPie AIP Pricing Policy documentation.

I updated a Skill but it’s not reflected in chat.

Even if you modify a Skill, it is not immediately reflected in already running chat sessions (Sandbox).
This is because the running Sandbox continues to reference the Skill files from when they were first loaded.
Starting a new chat will execute a new Sandbox with the updated Skill applied.

What MCP servers are currently available?

We provide various MCP servers that can be applied to daily work. For the full list, check the Available MCP Servers documentation.

The MCP server I want is not on the list!

What MCP server do you need? Please feel free to request it at aip@querypie.com!

Permission Management

How much control can users have over permissions for connected services?

Currently, we inherit the permission scope allowed by the authentication information (API Key, user’s OAuth token, etc.) used for Integration addition.

For example, when AWS is integrated with AIP:

The actions available in AIP are determined by which Access Key you specified in AIP.
If the Access Key is linked to an administrator account, AIP may be able to execute prompts appropriately.
However, AIP cannot execute functions that the MCP server does not support.

When the Access Control feature is released in the future, you will be able to set call permissions for specific MCP Tools based on attributes of users, MCP Tools, Agents, etc.

Custom MCP Server

I added a custom MCP server. Who else can use it besides me?

Custom MCP servers can only be used by the user who added them.
Other users in the same company cannot see or use that custom MCP server. Custom MCP servers added through user-side integration are considered personal settings for that user.

Security

How is the security of MCP servers provided by QueryPie guaranteed?

The servers we provide are directly implemented using secure libraries.
We also perform internal penetration testing and vulnerability assessment processes as follows:

Infrastructure and Configuration Review

AWS environment review
Network configuration review
Access control configuration

Security Review

Image vulnerability assessment
EC2 infrastructure vulnerability assessment
Penetration testing
SCA (Software Composition Analysis)
SAST (Static Application Security Testing)
DAST (Dynamic Application Security Testing)

FAQ