Free AI API Discovery and Routing

When to use

• You need to find which AI APIs are reachable from the current environment.
• You want a low-cost fallback when a preferred provider is unavailable.
• You need a simple routing recommendation for chat, code, speech, or multimodal tasks.

Workflow

1. Check network reachability. Probe candidate endpoints with a short timeout and record whether the host is reachable.
2. Verify credentials only after approval. Ask for the minimum key needed and avoid printing full secrets in logs.
3. Test one capability at a time. Confirm chat, model listing, speech, or image endpoints separately.
4. Recommend routing. Map each task type to the lowest-cost reliable provider that actually worked.