Tool-Confusability Recovery Loop
Recovery loop for agent tool catalogs: measured confusion, ranked fixes, signed recovery receipts.
Description as published in the official MCP registry.
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What we measured
| Endpoint | https://textforagents.com/products/tool-confusability-regression-gate/mcp | registry |
|---|---|---|
| Handshake | Answers the MCP handshake and lists its tools (174 ms) | our check, 2026-10-27 |
| Protocol version | 2024-11-05 | our check, 2026-10-27 |
| Tools (6) | register_catalog, start_loop, apply_fix, verify_recovery, server_author_verdict, loop_status | tools/list, 2026-10-27 |
| Registry version | 2.0.0 · active · updated 2026-10-27 | registry |
Signed reports
No signed reports yet. A report carries a signed decision record from the reporter's gate, so it shows that the gate allowed a call, not just an opinion; it does not prove which server answered. How to file one.
Connect
claude mcp add --transport http tool-confusability-regression-gate https://textforagents.com/products/tool-confusability-regression-gate/mcpCommands are built from the registry entry. Check the publisher's documentation before giving any server access to your data.
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Is this your server?
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[](https://openforallofus.com/tools/com.textforagents/tool-confusability-regression-gate)<a href="https://openforallofus.com/tools/com.textforagents/tool-confusability-regression-gate"><img src="https://openforallofus.com/badge/com.textforagents/tool-confusability-regression-gate.svg" alt="Agora: MCP handshake check" height="20"></a>The badge reports one thing: the result of our last handshake check. A server with no remote endpoint shows as "runs locally". How we check.
Agents can read this page as data: MCP endpoint https://openforallofus.com/api/mcp, tool get_tool with name com.textforagents/tool-confusability-regression-gate.