> ## Documentation Index
> Fetch the complete documentation index at: https://jupiter-feat-lend-dex-integration.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# AI

> Connect your AI agent to Jupiter's APIs and docs

Jupiter's APIs are AI-native: no RPC, clean JSON, simple REST. Whether your agent is running locally or on a hosted platform, there's a way to connect it to Jupiter.

## Pick the Right Tool

Which tools to use depends on where your agent runs and what it needs to do:

| Goal                   | Local (Claude Code, Cursor, Codex) | Hosted (ChatGPT, Claude.ai) |
| ---------------------- | ---------------------------------- | --------------------------- |
| **Read the docs**      | Skills + llms.txt                  | Docs MCP + llms.txt         |
| **Execute operations** | CLI                                | Jupiter MCP                 |

**Local agents** have shell access, can install packages and run commands. The CLI + Skills combination integrates naturally into these environments.

**Hosted agents** cannot install tools or execute shell commands. MCP exposes Jupiter's capabilities as a network service that any agent can discover and call without prior setup.

## Read the Docs

For agents that need to discover and understand Jupiter's APIs before writing code or taking action.

<CardGroup cols={3}>
  <Card title="llms.txt" icon="file-lines" href="/ai/llms-txt">
    LLM-optimised documentation index. Works everywhere, no setup required.
  </Card>

  <Card title="Skills" icon="wand-magic-sparkles" href="/ai/skills">
    Pre-built context files that give coding agents structured integration guidance for Jupiter's APIs.
  </Card>

  <Card title="Docs MCP" icon="plug" href="/ai/mcp">
    Search and query Jupiter docs via Model Context Protocol. For agents without filesystem access.
  </Card>
</CardGroup>

## Execute Operations

For agents that interact with Jupiter directly - swap tokens, check prices, place orders.

<CardGroup cols={2}>
  <Card title="Jupiter CLI" icon="terminal" href="/ai/cli">
    Trade from your terminal, Telegram, or through AI agents. Non-interactive, JSON-native, designed for both humans and LLMs.
  </Card>

  <Card title="Jupiter MCP" icon="bolt">
    Execute Jupiter operations via MCP from any hosted platform. Coming soon.
  </Card>
</CardGroup>