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MCP-Server

Agent Failure Archive

io.github.HanbeenMoon/agent-failure-archive
KI & Agenten Suche & Recherche Öffentlich und erreichbar MCP 2025-11-25

Was dieses MCP kann

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

Funktionen

Tools

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

Letzte Tool-Änderungen

Hinzugefügt
archive
17. September 2026 12:42
Hinzugefügt
research
17. September 2026 12:42
Hinzugefügt
brief
17. September 2026 12:42
Hinzugefügt
search
17. September 2026 12:42
Hinzugefügt
audit
17. September 2026 12:42
Hinzugefügt
contents
17. September 2026 12:42
Hinzugefügt
catalog
17. September 2026 12:42
Hinzugefügt
sample
17. September 2026 12:42
Hinzugefügt
precheck
17. September 2026 12:42
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