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 |
Read the Docs
For agents that need to discover and understand Jupiter’s APIs before writing code or taking action.llms.txt
LLM-optimised documentation index. Works everywhere, no setup required.
Skills
Pre-built context files that give coding agents structured integration guidance for Jupiter’s APIs.
Docs MCP
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.Jupiter CLI
Trade from your terminal, Telegram, or through AI agents. Non-interactive, JSON-native, designed for both humans and LLMs.
Jupiter MCP
Execute Jupiter operations via MCP from any hosted platform. Coming soon.
