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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

    ActivityNo data
    ResponsivenessNo issues