AI agent tools for crypto
Short answer: Our top pick for crypto: eliza, with the highest AgentPick Score (85/100) among tools tagged "crypto". Runners-up: hummingbot (78) and tradememory-protocol (65). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | eliza | Open source agentic operating system | 85/100 | ★ 20k | MIT | 14 Oct 2026 |
| #2 | hummingbot | Open source software that helps you create and deploy high-frequency crypto trading bots | 78/100 | ★ 20k | Apache-2.0 | 6 Oct 2026 |
| #3 | tradememory-protocol | Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP … | 65/100 | ★ 1.4k | MIT | 9 Oct 2026 |
| #4 | alpaca-mcp-server | Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from … | 63/100 | ★ 1k | MIT | 12 Oct 2026 |
| #5 | gmgn-skills | GMGN OpenAPI skills for AI Agent — query tokens, wallets, and market data, and execute on-chain trades across Solana, BSC, and Base. | 62/100 | ★ 615 | MIT | 28 Sept 2026 |
| #6 | XRP-community-wallet | Fully decentralized and the most secure XRP & EVM wallet - built by the community, for the community. | 45/100 | ★ 2.3k | MIT | 9 Jul 2026 |
| #7 | valuecell | ValueCell is a community-driven, multi-agent platform for financial applications. | 40/100 | ★ 11k | Apache-2.0 | 9 Mar 2026 |
| #8 | cryptocurrency.cv | Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins. No API key required. RSS/Atom feeds, JSON REST API, histor… | 34/100 | ★ 320 | See repo | 12 Oct 2026 |
| #9 | nof0 | Open-source AI trading arena. A full reproduction of NOF1 Alpha Arena for running and comparing LLM agents. | 23/100 | ★ 2.8k | See repo | 7 Dec 2025 |
| #10 | swapper-toolkit | DeFi toolkit for AI agents and coding assistants — deposit funds, execute trades, and manage crypto wallets. Works with Claude Code, Cursor, Windsurf,… | 22/100 | ★ 852 | MIT | 7 Apr 2026 |
Source: each project's public GitHub repository (description, stars, license, last push). Listed tools aren't tested or ranked by AgentPick.
How to choose
- Read the license before using it commercially.
- Check how recently it was updated and how active its issues are.
- Run it on a small, low-risk task first.
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