failmodes

MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes

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What it can do

    What data it sees

    Do you need an account

    No: the server works without sign-in

    MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes

    Server tool list (4)

    Raw names from tools/list. Only developers need these.

    search_failure_modesSearch the Fail Modes taxonomy by symptom text or keyword phrase. Returns ranked matches with id, name, category, and matched context.
    get_failure_modeRetrieve the full structured record for a single failure mode by its ID slug (e.g. 'citation-hallucination', 'sycophancy').
    list_categoriesList all taxonomy categories with their IDs, names, descriptions, and mode counts.
    list_modesList failure modes, optionally filtered to a single category by category ID.
    failmodes: connect to Claude, ChatGPT, Cursor · Connectors.fun