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Tool-Confusability Recovery Loop

Official registry AI and agents

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

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http tool-confusability-recovery-loop 'https://textforagents.com/products/tool-confusability-regression-gate/mcp'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "tool-confusability-recovery-loop": {
            "type": "http",
            "url": "https://textforagents.com/products/tool-confusability-regression-gate/mcp"
        }
    }
}

Frequently asked questions

What is Tool-Confusability Recovery Loop?

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

How do I install Tool-Confusability Recovery Loop?

It runs as a remote server. In Claude Code: claude mcp add --transport http tool-confusability-recovery-loop 'https://textforagents.com/products/tool-confusability-regression-gate/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does Tool-Confusability Recovery Loop need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Who maintains Tool-Confusability Recovery Loop?

It is published by com.textforagents. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.