> ## Documentation Index
> Fetch the complete documentation index at: https://developers.jup.ag/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Jupiter for AI Agents

> 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.

> [card] [llms.txt](https://developers.jup.ag/docs/ai/llms-txt.md)
>
> LLM-optimised documentation index. Works everywhere, no setup required.

> [card] [Skills](https://developers.jup.ag/docs/ai/skills.md)
>
> Pre-built context files that give coding agents structured integration guidance for Jupiter's APIs.

> [card] [Docs MCP](https://developers.jup.ag/docs/ai/mcp.md)
>
> Search and query Jupiter docs via Model Context Protocol. For agents without filesystem access.

## Execute Operations

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

> [card] [Jupiter CLI](https://developers.jup.ag/docs/ai/cli.md)
>
> Trade from your terminal, Telegram, or through AI agents. Non-interactive, JSON-native, designed for both humans and LLMs.

> [card] [Jupiter Trading MCP](https://developers.jup.ag/docs/ai/trading-mcp.md)
>
> Execute Jupiter operations via MCP from any client. Swap, trade, lend, and read positions.


This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.