PancakeSwap AI

Why it's ranked here

This is unusually concrete agent guidance for one protocol. It combines planning instructions with scripts that query explorer services, price feeds, reward campaigns, and contracts. Broad chain and pool coverage adds practical value. However, capabilities vary by chain, and several data helpers quietly return empty or zero results when upstream services fail.

What's good

The planners cover the whole decision path, not merely transaction syntax. They verify token contracts, compare pools, calculate fee and reward returns, inspect existing positions, and produce links into the relevant interface. Unit tests cover helpers, slippage math, and address validation. Separate LLM evaluations check correctness, required output, and dangerous patterns.

Tradeoffs

This is PancakeSwap-specific guidance rather than a general DeFi framework. Infinity contract inspection is narrower than basic pool discovery, with some helpers limited to BNB Smart Chain and Base. Results depend on public RPC endpoints and several external APIs. Many fetch failures become empty arrays or zero values, which keeps agents running but can hide stale or unavailable data. LLM evaluations require an Anthropic API key.

How to use it well

It suits developers who already use a Markdown-capable coding agent and need reliable PancakeSwap research or integration scaffolding. Start with planning, inspect verified addresses and live values, then follow the generated interface link for confirmation. Use testnet before risking funds. Keep separate wallet, signing, and operational controls, since autonomous execution only exists when configured.

Observed

License

MIT

Packaging

Private npm workspace with plugins under packages/plugins/*

Install surface

Claude Code marketplace with separately installable driver and farming plugins

Interfaces

Markdown agent skills, environment-driven helper scripts, JSON or table output, and PancakeSwap deep links

Implementation

JavaScript modules, Python reference scripts, and Markdown documentation

Protocol coverage

V2, V3, Infinity, Infinity Stable, and StableSwap support varies by chain

Chain coverage

BNB Smart Chain, Ethereum, Arbitrum One, Base, zkSync Era, Linea, opBNB, and Monad are documented

Testing

Unit tests plus three Promptfoo LLM evaluation suites