# AI & MCP Tools

This page is for builders who use AI-native workflows while shipping on Solana.

## Core Links

* [Solana MCP](https://mcp.solana.com/) for the official Solana knowledge and workflow server
* [How to get started with AI tools on Solana](https://solana.com/developers/guides/getstarted/intro-to-ai) for the official overview
* [AI on Solana](https://solana.com/ai) for the broader ecosystem direction
* [Solana Agent Kit](https://docs.sendai.fun/) for transaction-capable agent workflows
* [solana.new](https://www.solana.new/) for fast AI-assisted project setup

## When This Helps Most

* rapid prototyping during hackathons
* scaffolding and exploring project directions
* looking up Solana-specific implementation details inside an IDE
* combining codegen, docs lookup, and transaction-capable agent workflows

## A Practical Stack

1. start from official docs and templates
2. use Solana MCP inside your IDE
3. use `solana.new` or Agent Kit style workflows when they make shipping faster
4. still verify security-critical details against canonical docs before deploying


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# Agent Instructions: 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:

```
GET https://docs.superteamde.fun/superteam-germany-guilds/build-on-solana/ai-and-mcp-tools.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
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.