# Is Hummingbot safe to connect to an AI agent?

> Is Hummingbot safe for an AI agent? Can trade unattended. Safety 60%. Safeguards and gaps, each from official sources, checked 2026-10-26.

Canonical: https://tradingagentstack.com/tool/hummingbot/is-it-safe/

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3. [Hummingbot](https://tradingagentstack.com/tool/hummingbot/)

# Is Hummingbot safe to connect to an AI agent?

**Can trade unattended.** [Safety 60%](https://tradingagentstack.com/safety-score/) Can trade unattended. Built from our sourced listing, last checked 2026-10-26. Not financial advice.

## What an AI agent can do

- **Live vs paper:** live (self-hosted); paper connectors [source](https://hummingbot.org/)

- **Order approval:** open-source (Apache-2.0) Python framework for market making and agentic strategies; 50+ exchange connectors incl. Binance, OKX, Bybit, Coinbase, Kraken, Hyperliquid, dYdX, Uniswap; Condor AI harness [source](https://hummingbot.org/)

- **Markets:** crypto spot, crypto perpetuals, DEX, Kalshi

- **Pricing:** free, self-hosted

## Safeguards that exist

- **Paper, demo or testnet mode:** Paper, demo or testnet mode available [source](https://hummingbot.org/)

- **Withdrawal permission needed or allowed:** Hummingbot has no deposit or withdrawal functionality and says withdraw/transfer permissions are not needed on exchange keys (official docs) [source](https://hummingbot.org/client/connect/)

- **Scoped keys, permission scopes or IP whitelisting:** Docs recommend exchange API keys with only read and trade permissions enabled (official docs) [source](https://hummingbot.org/client/connect/)

- **Open source or audited:** Open source [source](https://hummingbot.org/)

## Safeguards that are missing

- **Can it place live orders unattended?:** Can place live orders with no documented approval step [source](https://hummingbot.org/)

- **Order approval or confirmation options:** No approval or limit option in our listing [source](https://hummingbot.org/)

## Safety score

[Safety 60%](https://tradingagentstack.com/safety-score/) Can trade unattended. Not a ranking; affiliate links never affect it. [How it's calculated](https://tradingagentstack.com/safety-score/)

| Input | From our listing | Points |
| --- | --- | --- |
| Can it place live orders unattended? | Can place live orders with no documented approval step | 0 / 25 |
| Order approval or confirmation options | No approval or limit option in our listing | 0 / 15 |
| Paper, demo or testnet mode | Paper, demo or testnet mode available | 15 / 15 |
| Withdrawal permission needed or allowed | Hummingbot has no deposit or withdrawal functionality and says withdraw/transfer permissions are not needed on exchange keys (official docs) [source](https://hummingbot.org/client/connect/) | 15 / 15 |
| Scoped keys, permission scopes or IP whitelisting | Docs recommend exchange API keys with only read and trade permissions enabled (official docs) [source](https://hummingbot.org/client/connect/) | 10 / 10 |
| Open source or audited | Open source | 10 / 10 |
| Sourced and verified facts | Facts from the vendor's official docs | 10 / 10 |
| Total | 60% of the points we could check | **60 / 100** |

## Sources

- [https://hummingbot.org/](https://hummingbot.org/)

- [https://hummingbot.org/client/connect/](https://hummingbot.org/client/connect/)

Full listing: [Hummingbot](https://tradingagentstack.com/tool/hummingbot/) · How the score works: [Safety score method](https://tradingagentstack.com/safety-score/)

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