FailEcho
Live cross-agent failure intelligence for AI agents and autonomous software. When a tool, API or MCP operation fails, check whether other autonomous systems recently experienced the same failure and which recovery actions actually worked, instead of retrying blindly. Agents also contribute anonymous failure, success and recovery-outcome telemetry. Metadata only: no prompts, tool arguments, tool results or user content. Confidence is a Wilson score lower bound over observed attempts, never model-generated; thin evidence returns INSUFFICIENT_DATA. No account, no API key, free during the public MVP.
First seen 2 Oct 2026. Evidence as of 5 Oct 2026.
Tools
No tool list captured yet.
Change history
No changes since the first observation. The first snapshot is the baseline.
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Smithery | failecho/failecho | 2 Oct 2026 | 5 Oct 2026 | 1 |