Tool-Confusability Recovery Loop for Claude.ai

com.textforagents/tool-confusability-regression-gate

Recovery loop for agent tool catalogs: measured confusion, ranked fixes, signed recovery receipts.

client:Claude.ai transport:streamable-http tools:5

Install Tool-Confusability Recovery Loop in Claude.ai

Settings → Connectors → Add custom connector

https://textforagents.com/products/tool-confusability-regression-gate/mcp

Claude on the web takes a remote URL and completes OAuth in the browser. For a packaged server use Claude Desktop or Claude Code instead. Claude.ai docs

What Claude.ai can do once it is connected

register_catalog
start_loop
apply_fix
verify_recovery
loop_status

Tool-Confusability Recovery Loop in other clients

Claude Code
Claude Desktop
Cursor
VS Code
Zed
Windsurf
Cline
Gemini CLI
Grok
ChatGPT
LangChain

Tool-Confusability Recovery Loop MCP server