Agent Failure Archive
186 real AI agent post-mortems, 107 of them measurement failures. Free tools, paid via x402.
¿Debería usar esto?
Calidad y seguridad
Hallazgos (2)
- LOWTool 'sample' description lacks action verben sample
- LOWTool 'catalog' description lacks action verben catalog
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": {
"agent-failure-archive": {
"url": "https://desktop-ai2ata5-1.tailfeb765.ts.net/mcp"
}
}
}Puntos de conexión remotos
https://desktop-ai2ata5-1.tailfeb765.ts.net/mcpstreamable-httpQué puede hacer
Inventario de herramientas
Herramientas (9)
🟢precheck(claim, evidence)
Free, no wallet. Check a conclusion against nine known ways of fooling yourself and get back which checks it trips plus the question each one asks. Use it before writing 'we found that'. The paid audit tool adds why each matters, the real incident with the numbers measured at the time, and what to run.
Esquema de entrada
{
"type": "object",
"properties": {
"claim": {
"title": "Claim",
"type": "string"
},
"evidence": {
"default": "",
"title": "Evidence",
"type": "string"
}
},
"required": [
"claim"
],
"title": "precheckArguments"
}Esquema de salida
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "precheckOutput"
}🟡sample
Free, no wallet. Two complete post-mortems from the archive.
Esquema de entrada
{
"type": "object",
"properties": {},
"title": "sampleArguments"
}Esquema de salida
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "sampleOutput"
}⚪catalog
Free, no wallet. What the archive holds, what each paid tool costs, and how payment works.
Esquema de entrada
{
"type": "object",
"properties": {},
"title": "catalogArguments"
}Esquema de salida
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "catalogOutput"
}🟢contents(theme)
Free, no wallet. Every case title in the archive, tagged with the trap it illustrates. Titles only, no bodies. Read this to see what the paid archive actually contains before deciding it is worth a dollar.
Esquema de entrada
{
"type": "object",
"properties": {
"theme": {
"default": "",
"title": "Theme",
"type": "string"
}
},
"title": "contentsArguments"
}Esquema de salida
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "contentsOutput"
}🟢audit(claim, evidence)
$0.02. Full audit of a claim: why each tripped check matters, the incident behind it with measured numbers, and what to run.
Esquema de entrada
{
"type": "object",
"properties": {
"claim": {
"title": "Claim",
"type": "string"
},
"evidence": {
"default": "",
"title": "Evidence",
"type": "string"
}
},
"required": [
"claim"
],
"title": "auditArguments"
}🟡search(q)
$0.01. Three real agent post-mortems matching a symptom, each with root cause, the fix that worked, and the prevention rule.
Esquema de entrada
{
"type": "object",
"properties": {
"q": {
"title": "Q",
"type": "string"
}
},
"required": [
"q"
],
"title": "searchArguments"
}⚪brief(action)
$0.05. Pre-flight risk brief before an irreversible action, drawn from the ways that class of action actually failed.
Esquema de entrada
{
"type": "object",
"properties": {
"action": {
"title": "Action",
"type": "string"
}
},
"required": [
"action"
],
"title": "briefArguments"
}🟢research(q)
$0.25. The 107 measurement failures from an eight-month attempt to measure one person's individuation with embeddings.
Esquema de entrada
{
"type": "object",
"properties": {
"q": {
"default": "",
"title": "Q",
"type": "string"
}
},
"title": "researchArguments"
}⚪archive
$1.00. Every case in one response. One payment, no subscription, no account.
Esquema de entrada
{
"type": "object",
"properties": {},
"title": "archiveArguments"
}Comunidad
Evidencia