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MCP 服务器

Agent Failure Archive

io.github.HanbeenMoon/agent-failure-archive
AI 与智能体 搜索与研究 公开且可连接 MCP 2025-11-25

此 MCP 可以做什么

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

功能

工具

9 工具
archive
$1.00. Every case in one response. One payment, no subscription, no account.
输入模式 
{'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.
输入模式 
{'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.
输入模式 
{'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.
输入模式 
{'type': 'object', 'title': 'catalogArguments', 'properties': {}}
输出模式 
{'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.
输入模式 
{'type': 'object', 'title': 'contentsArguments', 'properties': {'theme': {'type': 'string', 'title': 'Theme', 'default': ''}}}
输出模式 
{'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.
输入模式 
{'type': 'object', 'title': 'precheckArguments', 'required': ['claim'], 'properties': {'claim': {'type': 'string', 'title': 'Claim'}, 'evidence': {'type': 'string', 'title': 'Evidence', 'default': ''}}}
输出模式 
{'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.
输入模式 
{'type': 'object', 'title': 'researchArguments', 'properties': {'q': {'type': 'string', 'title': 'Q', 'default': ''}}}
sample
Free, no wallet. Two complete post-mortems from the archive.
输入模式 
{'type': 'object', 'title': 'sampleArguments', 'properties': {}}
输出模式 
{'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.
输入模式 
{'type': 'object', 'title': 'searchArguments', 'required': ['q'], 'properties': {'q': {'type': 'string', 'title': 'Q'}}}
历史

近期工具变更

已添加
archive
2026年9月17日 12:42
已添加
research
2026年9月17日 12:42
已添加
brief
2026年9月17日 12:42
已添加
search
2026年9月17日 12:42
已添加
audit
2026年9月17日 12:42
已添加
contents
2026年9月17日 12:42
已添加
catalog
2026年9月17日 12:42
已添加
sample
2026年9月17日 12:42
已添加
precheck
2026年9月17日 12:42
发现

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