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Alternatives to ao3-mcp

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    Related Servers

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      Model Context Protocol (MCP) server for Thoth content creation platform. Enables AI assistants and tools to create and retrieve content through Thoth's API.
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      A Model Context Protocol server that enhances AI agents by providing deep semantic understanding of codebases, enabling more intelligent interactions through advanced code search and contextual awareness.
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    TDQS

    A4.6/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: get_work for metadata, read_works for delegated reading, get_work_text as a fallback for raw text, search_works for searching, and find_tags for tag resolution. No overlapping functionality.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern in snake_case (e.g., get_work, search_works, find_tags), making them predictable and easy to distinguish.

    Tool Count5/5

    Five tools is well-scoped for an AO3 browsing assistant, covering search, metadata, reading, and tag completion without unnecessary bloat or missing essentials.

    Completeness5/5

    The tool set covers the core workflow: discover tags, search, get work details, and read content (via reports or raw text). No obvious gaps for the stated purpose of browsing and recommending fics.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues