FailEcho

Description

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.

Community Metrics

Categories

• mcp

Tags

• mcp
• smithery

Capabilities

• Remote MCP server

Information