MCP server

Tool-Confusability Recovery Loop

com.textforagents/tool-confusability-regression-gate

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

At a glance

Type

MCP server

Publisher

textforagents.com (verified by the MCP Registry)

Status

Working at last check

Tools

5

Token cost

About 343 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http tool-confusability-regression-gate https://textforagents.com/products/tool-confusability-regression-gate/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.tool-confusability-regression-gate]
url = "https://textforagents.com/products/tool-confusability-regression-gate/mcp"

Gemini CLI

{"mcpServers":{"tool-confusability-regression-gate":{"httpUrl":"https://textforagents.com/products/tool-confusability-regression-gate/mcp"}}}

Cursor

{"mcpServers":{"tool-confusability-regression-gate":{"url":"https://textforagents.com/products/tool-confusability-regression-gate/mcp"}}}

VS Code

{"servers":{"tool-confusability-regression-gate":{"type":"http","url":"https://textforagents.com/products/tool-confusability-regression-gate/mcp"}}}

Antigravity

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

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"tool-confusability-regression-gate","server_url":"https://textforagents.com/products/tool-confusability-regression-gate/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"tool-confusability-regression-gate","server_url":"https://textforagents.com/products/tool-confusability-regression-gate/mcp"}

Tools

• apply_fix ~70 tokens
  Serve the revised catalog for a chosen worklist item of an open loop run.
• loop_status ~51 tokens
  Fetch a loop run's status and receipt.
• register_catalog ~70 tokens
  Register a tool catalog + probe suite; stores the green state. Free.
• start_loop ~88 tokens
  Start a recovery loop run against the current live catalog ($0.05 / plan / first run free).
• verify_recovery ~64 tokens
  Re-probe a loop run whose fix was served and return the signed recovery receipt.

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