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bradleyfay

AutoDocs MCP Server

by bradleyfay
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Python
Hybrid

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    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

    A3.5/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose with no overlap: get_cache_stats retrieves cache statistics, get_package_docs fetches documentation for a specific package, refresh_cache updates the cache, and scan_dependencies analyzes project dependencies. The descriptions clearly differentiate their functions, making tool selection unambiguous.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern (get_cache_stats, get_package_docs, refresh_cache, scan_dependencies) using snake_case throughout. This predictability aids in understanding and usage without any deviations or mixed conventions.

    Tool Count4/5

    With 4 tools, the count is reasonable for a documentation-focused server, covering key operations like fetching docs, scanning dependencies, and managing cache. It feels slightly thin but well-scoped, as each tool serves a distinct and necessary function without bloat.

    Completeness4/5

    The tool set covers core workflows for documentation retrieval and management: scanning dependencies, fetching package docs with caching, and cache operations. A minor gap exists in not having tools for updating or deleting cached docs, but agents can work around this with the provided refresh and get operations.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources