Recovery loop for agent tool catalogs: measured confusion, ranked fixes, signed recovery receipts. Connect the official Tool-Confusability Recovery Loop MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http tool-confusability-recovery-loop https://textforagents.com/products/tool-confusability-regression-gate/mcpRun in your terminal, then restart Claude Code.
Tool-Confusability Recovery Loop · https://textforagents.com/products/tool-confusability-regression-gate/mcp
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “register_catalog”: Register a tool catalog + probe suite; stores the green state. Free.”
“Use “start_loop”: Start a recovery loop run against the current live catalog ($0.05 / plan / first run free).”
“Use “apply_fix”: Serve the revised catalog for a chosen worklist item of an open loop run.”
“Use “verify_recovery”: Re-probe a loop run whose fix was served and return the signed recovery receipt.”
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Tool-Confusability Recovery Loop holds up.
Operated by Tool-Confusability Recovery Loop (textforagents.com) at its documented MCP endpoint — not a third-party mirror or community re-host.
This server only exposes public data — no account and no credentials are involved when you connect.
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
If Tool-Confusability Recovery Loop adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Choose Tool-Confusability Recovery Loop in the gate directory. No sign-in needed.
Tool-Confusability Recovery Loop's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
register_catalog — Register a tool catalog + probe suite; stores the green state. Free.
start_loop — Start a recovery loop run against the current live catalog ($0.05 / plan / first run free).
apply_fix — Serve the revised catalog for a chosen worklist item of an open loop run.
verify_recovery — Re-probe a loop run whose fix was served and return the signed recovery receipt.
server_author_verdict — Server-author pre-publish verdict: measure one submitted tool against the curated reference stacks; every verdict names its stack.
loop_status — Fetch a loop run's status and receipt.
https://textforagents.com/products/tool-confusability-regression-gate/mcpYes — Tool-Confusability Recovery Loop operates its own remote MCP server at textforagents.com. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
Add gate's gateway URL to your AI client once, then pick Tool-Confusability Recovery Loop in the directory. No account or sign-in is needed. From then on, Tool-Confusability Recovery Loop's tools are available in every client you've connected to gate.
No. Tool-Confusability Recovery Loop runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Yes — you can get started with gate for free and connect Tool-Confusability Recovery Loop in minutes. No credit card required.
Every server below works through the same gateway URL — connect once, add tools anytime.
Set up Tool-Confusability Recovery Loop in: Claude · Claude Code · ChatGPT · Cursor · VS Code
One URL. All MCPs. Full control. Free to start.
Get started free