> For the complete documentation index, see [llms.txt](https://docs.mindee.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.mindee.com/integrations/ai-coding-assistants.md).

# AI Coding Assistants

{% hint style="info" %}
Users have reported that several AI agents insist on providing v1 code for v2 users.

If you are experiencing any issues with v1 and v2 mismatch, make sure to provide the appropriate SKILL file to your agent.
{% endhint %}

## SKILL Files

Use these when integrating Mindee with the help of an AI agent such as Claude Code, Codex, or Copilot. You can also integrate this file into your AI-powered IDE like VS Code or the various JetBrains products.

Simply download the file for your language and feed it to your local agent.

{% tabs %}
{% tab title="Python" %}
{% embed url="<https://raw.githubusercontent.com/mindee/mindee-api-python/refs/heads/main/SKILL.md>" %}
{% endtab %}

{% tab title="Node.js" %}
{% embed url="<https://raw.githubusercontent.com/mindee/mindee-api-nodejs/refs/heads/main/SKILL.md>" %}
{% endtab %}

{% tab title="PHP" %}
{% embed url="<https://raw.githubusercontent.com/mindee/mindee-api-php/refs/heads/main/SKILL.md>" %}
{% endtab %}

{% tab title="Ruby" %}
{% embed url="<https://raw.githubusercontent.com/mindee/mindee-api-ruby/refs/heads/main/SKILL.md>" %}
{% endtab %}

{% tab title="Java" %}
{% embed url="<https://raw.githubusercontent.com/mindee/mindee-api-java/refs/heads/main/SKILL.md>" %}
{% endtab %}

{% tab title=".NET" %}
{% embed url="<https://raw.githubusercontent.com/mindee/mindee-api-dotnet/refs/heads/main/SKILL.md>" %}
{% endtab %}
{% endtabs %}

## MCP Servers

To connect your AI agent to the Mindee documentation MCP:

1. click the "more" arrow next to the "Ask" button toward the top of this page
2. look towards the bottom of the list
3. click on the MCP server you want to install


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://docs.mindee.com/integrations/ai-coding-assistants.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.