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failmodes

io.github.elyngved/failmodes
知识与文档 公开且可连接 MCP 2025-11-25

此 MCP 可以做什么

Searches and retrieves structured records from a taxonomy of AI system failure modes and categories.

功能

工具

4 工具
get_failure_mode
Retrieve the full structured record for a single failure mode by its ID slug (e.g. 'citation-hallucination', 'sycophancy').
输入模式 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['id'], 'properties': {'id': {'type': 'string', 'minLength': 1, 'description': "The failure mode ID slug, e.g. 'citation-hallucination'"}}}
list_categories
List all taxonomy categories with their IDs, names, descriptions, and mode counts.
输入模式 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
list_modes
List failure modes, optionally filtered to a single category by category ID.
输入模式 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'category': {'type': 'string', 'description': "Optional category ID to filter by, e.g. 'factuality'. Omit to list all modes."}}}
search_failure_modes
Search the Fail Modes taxonomy by symptom text or keyword phrase. Returns ranked matches with id, name, category, and matched context.
输入模式 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['symptom'], 'properties': {'symptom': {'type': 'string', 'minLength': 1, 'description': "Symptom phrase or keyword to search for, e.g. 'made up a citation' or 'refused to help after pushback'"}}}
历史

近期工具变更

已添加
list_modes
2026年9月17日 12:41
已添加
list_categories
2026年9月17日 12:41
已添加
get_failure_mode
2026年9月17日 12:41
已添加
search_failure_modes
2026年9月17日 12:41
发现

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