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Agent Failure Archive

io.github.HanbeenMoon/agent-failure-archive
IA y agentes Búsqueda e investigación Público y accesible MCP 2025-11-25

Qué hace este MCP

Provides searchable post-mortems, audits, prechecks, and risk briefs about AI agent failures and measurement mistakes.

Capacidades

Herramientas

9 herramientas
archive
$1.00. Every case in one response. One payment, no subscription, no account.
Esquema de entrada 
{'type': 'object', 'title': 'archiveArguments', 'properties': {}}
audit
$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', 'title': 'auditArguments', 'required': ['claim'], 'properties': {'claim': {'type': 'string', 'title': 'Claim'}, 'evidence': {'type': 'string', 'title': 'Evidence', 'default': ''}}}
brief
$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', 'title': 'briefArguments', 'required': ['action'], 'properties': {'action': {'type': 'string', 'title': 'Action'}}}
catalog
Free, no wallet. What the archive holds, what each paid tool costs, and how payment works.
Esquema de entrada 
{'type': 'object', 'title': 'catalogArguments', 'properties': {}}
Esquema de salida 
{'type': 'object', 'title': 'catalogOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
contents
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', 'title': 'contentsArguments', 'properties': {'theme': {'type': 'string', 'title': 'Theme', 'default': ''}}}
Esquema de salida 
{'type': 'object', 'title': 'contentsOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
precheck
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', 'title': 'precheckArguments', 'required': ['claim'], 'properties': {'claim': {'type': 'string', 'title': 'Claim'}, 'evidence': {'type': 'string', 'title': 'Evidence', 'default': ''}}}
Esquema de salida 
{'type': 'object', 'title': 'precheckOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
research
$0.25. The 107 measurement failures from an eight-month attempt to measure one person's individuation with embeddings.
Esquema de entrada 
{'type': 'object', 'title': 'researchArguments', 'properties': {'q': {'type': 'string', 'title': 'Q', 'default': ''}}}
sample
Free, no wallet. Two complete post-mortems from the archive.
Esquema de entrada 
{'type': 'object', 'title': 'sampleArguments', 'properties': {}}
Esquema de salida 
{'type': 'object', 'title': 'sampleOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
search
$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', 'title': 'searchArguments', 'required': ['q'], 'properties': {'q': {'type': 'string', 'title': 'Q'}}}
Historial

Cambios recientes en herramientas

Añadido
archive
17 de September de 2026 a las 12:42
Añadido
research
17 de September de 2026 a las 12:42
Añadido
brief
17 de September de 2026 a las 12:42
Añadido
search
17 de September de 2026 a las 12:42
Añadido
audit
17 de September de 2026 a las 12:42
Añadido
contents
17 de September de 2026 a las 12:42
Añadido
catalog
17 de September de 2026 a las 12:42
Añadido
sample
17 de September de 2026 a las 12:42
Añadido
precheck
17 de September de 2026 a las 12:42
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