Loop Breaker
Catch AI agent loops: halt runs that repeat the same failing step or tool call.
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Calidad y seguridad
Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.
Costo de contexto
Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.
Instalar
Instalación con un clic
Agrega esto a tu archivo `claude_desktop_config.json`:
{
"mcpServers": {
"loop": {
"url": "https://loop.cloudforbots.com/mcp"
}
}
}Puntos de conexión remotos
https://loop.cloudforbots.com/mcpstreamable-httpQué puede hacer
Inventario de herramientas
Herramientas (4)
🟢check_step(run_id, tool, args, error, max_failures, ...)
Call AFTER each tool call or agent step with what you just did and whether it failed. Loop Breaker fingerprints the call (tool + normalized args + error) and returns verdict ok, loop_detected or halted. Pro: on a loop, halt=true; stop the run, do not retry, and tell your user what repeated. Free watch-only: never halts, returns would_halt and logs it for the weekly report.
Esquema de entrada
{
"type": "object",
"properties": {
"run_id": {
"type": "string",
"description": "Any stable id for this agent run, e.g. \"nightly-sync-2026-10-15\". Use the same id for every step of the run (and its sub-agents)."
},
"tool": {
"type": "string",
"description": "The tool or step name you just ran, e.g. \"browser.click\" or \"git push\"."
},
"args": {
"description": "The arguments you passed (object or string). Volatile values like timestamps and ids are normalized away."
},
"error": {
"type": "string",
"description": "The error message if the step failed. Omit or empty if it succeeded."
},
"max_failures": {
"type": "integer",
"description": "Same failing call this many times = loop. Default 3 (min 2, max 20)."
},
"max_repeats": {
"type": "integer",
"description": "Same call this many times in a row (even if it succeeds) = loop. Default 5 (min 3, max 50)."
}
},
"required": [
"run_id",
"tool"
]
}🟢loop_status(run_id)
Show a run's loops so far, whether it is halted, and its last 10 steps.
Esquema de entrada
{
"type": "object",
"properties": {
"run_id": {
"type": "string",
"description": "Any stable id for this agent run, e.g. \"nightly-sync-2026-10-15\". Use the same id for every step of the run (and its sub-agents)."
}
},
"required": [
"run_id"
]
}🟢weekly_report
Draft a plain-English report of the last 7 days for your key (or IP): runs, loops caught, wasted repeat steps, and the worst offenders. Read-only; sends nothing. Show it to your user.
Esquema de entrada
{
"type": "object",
"properties": {}
}🟢usage_and_upgrade
Show today's usage for your key or IP and the $49/month All Access upgrade link (cloudforbots.com/offer). Free tier: 500 calls/day. Not metered.
Esquema de entrada
{
"type": "object",
"properties": {}
}Comunidad
Evidencia