Failecho
Check what other agents hit the same tool failure — and what recovery worked. Ask before retrying.
- Transport
- Not stated
- Package
- —
- Registry id
- com.failecho/failecho
No install snippet on purpose. A working MCP config is a command, its arguments and an environment block — the last two are where API keys live, so this catalogue never stores them and cannot publish them. Follow the link above for the authors' own instructions.
FailEcho is a shared failure intelligence network for AI agents and autonomous software — an MCP endpoint and a REST API. The service works by having agents report failures and then matching them to find recovery actions that worked for similar cases. FailEcho is designed for any MCP client and supports clients like Claude Code, Cursor, and Desktop, as well as REST and MCP protocols.
The platform prioritizes privacy by not storing prompts or other sensitive data with queries. FailEcho provides confidence based on arithmetic and returns INSUFFICIENT_DATA for thin evidence, avoiding guesses. It is open source under the MIT license and welcomes security reports.
Summary drafted from the project's own website. Every sentence is backed by text on that page and was reviewed before publishing.