failmodes
MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes
我该使用它吗
质量与安全性
A
基于对工具定义和协议合规性的自动分析。
上下文开销
~357token 数（工具定义）
~578 B典型响应大小
对注意力的影响极小（占 128k 上下文窗口的 0.28%）
这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高，可用于其他任务的注意力就越少。
安装
一键安装
将以下内容添加到你的 `claude_desktop_config.json` 文件中：
{
"mcpServers": {
"failmodes": {
"command": "npx",
"args": [
"failmodes-mcp"
]
}
}
}可运行的软件包
npmfailmodes-mcp
0.1.0stdio远程端点
https://www.failmodes.com/api/mcpstreamable-http它能做什么
工具清单
工具（4）
🟢 只读🟡 写入🔴 删除⚪ 未知
🟢search_failure_modes(symptom)
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",
"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'"
}
},
"required": [
"symptom"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_failure_mode(id)
Retrieve the full structured record for a single failure mode by its ID slug (e.g. 'citation-hallucination', 'sycophancy').
输入模式
{
"type": "object",
"properties": {
"id": {
"type": "string",
"minLength": 1,
"description": "The failure mode ID slug, e.g. 'citation-hallucination'"
}
},
"required": [
"id"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢list_categories
List all taxonomy categories with their IDs, names, descriptions, and mode counts.
输入模式
{
"type": "object",
"properties": {},
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢list_modes(category)
List failure modes, optionally filtered to a single category by category ID.
输入模式
{
"type": "object",
"properties": {
"category": {
"description": "Optional category ID to filter by, e.g. 'factuality'. Omit to list all modes.",
"type": "string"
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}社区
证据
最近观测
已验证未记录版本4 个工具
已验证未记录版本4 个工具
已验证未记录版本4 个工具