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Cluefinch MCP

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    • bathys

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    Deploy Server
    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    TDQS

    A4.6/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: web_search for discovery, web_fetch for reading one document, web_links for navigating known HTML pages, and research_collect for multi-source evidence gathering. The descriptions explicitly state when to use each and include 'DO NOT' guidance to prevent misuse, leaving no ambiguity.

    Naming Consistency3/5

    Three tools follow a web_ prefix pattern, but research_collect deviates. Verb forms are also mixed: web_search and web_fetch are verb-based, web_links is noun-based, and research_collect combines noun+verb. All are snake_case and readable, but the pattern is not fully consistent.

    Tool Count5/5

    Four tools is well-scoped for a web research server. Each tool serves a distinct, non-redundant function—discovery, single-document reading, link navigation, and multi-source collection—so every tool earns its place without bloat or thinness.

    Completeness4/5

    The surface covers the core lifecycle of web research: discovery, navigation, reading, and multi-source evidence gathering. A minor gap is the absence of any crawling or bulk link-following tool, though the descriptions intentionally exclude crawling, making it a reasonable scope boundary rather than a critical omission.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources