failmodes
MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes
我該用這個嗎
品質與安全性
A
根據工具定義與協定合規性的自動化分析。
上下文成本
~357Token（工具定義）
~578 B典型回應大小
極小的注意力影響（128k 上下文的 0.28%）
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"failmodes": {
"command": "npx",
"args": [
"failmodes-mcp"
]
}
}
}可執行的套件
npmfailmodes-mcp
0.1.0stdio遠端端點
https://www.failmodes.com/api/mcpstreamable-http它能做什麼
工具清單
工具（4）
🟢 唯讀🟡 寫入🔴 刪除⚪ 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.
輸入結構描述
{
"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"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_failure_mode(id)
Retrieve the full structured record for a single failure mode by its ID slug (e.g. 'citation-hallucination', 'sycophancy').
輸入結構描述
{
"type": "object",
"properties": {
"id": {
"type": "string",
"minLength": 1,
"description": "The failure mode ID slug, e.g. 'citation-hallucination'"
}
},
"required": [
"id"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢list_categories
List all taxonomy categories with their IDs, names, descriptions, and mode counts.
輸入結構描述
{
"type": "object",
"properties": {},
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢list_modes(category)
List failure modes, optionally filtered to a single category by category ID.
輸入結構描述
{
"type": "object",
"properties": {
"category": {
"description": "Optional category ID to filter by, e.g. 'factuality'. Omit to list all modes.",
"type": "string"
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}社群
證據
近期觀測
已驗證未記錄版本4 個工具
已驗證未記錄版本4 個工具
已驗證未記錄版本4 個工具