MCP Server: app.twiceshy/twiceshy
The app.twiceshy/twiceshy MCP server provides a self-hosted service for coding agents to access validated engineering experience at decision time. It records issues, dead-ends, root causes, and validated fixes, and serves this context to LLM coding agents while applying a relevance floor to avoid weak matches.
🛠️ Key Features
- Feeds engineering experience (issues, dead-ends, root causes, validated fixes) to LLM coding agents
- Git-backed, provenance-aware records
- Automatic retrieval with a relevance floor (weak matches can return nothing)
🚀 Use Cases
- Reduce repeated known mistakes during coding-agent decisions
- Provide historical context for debugging and solution validation
⚡ Developer Benefits
- Decision-time access to hard-won engineering findings
- Retrieval avoids low-relevance context via a relevance floor
⚠️ Limitations
- Weak retrieval matches may return nothing due to the relevance floor
- Hosted alpha details mention a remote MCP endpoint at
https://api.twiceshy.app/