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jdocmunch-mcp

by jgravelle
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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

    A3.6/5.0

    Scored across 64 tools

    Disambiguation3/5

    Descriptions do explicitly carve boundaries (single vs batch, excerpt vs summary vs full content, no-content reads), which rescues an otherwise heavily overlapping set. But there are 8+ section-retrieval variants (get_section, get_sections, get_section_summary/summaries, get_section_excerpt/excerpts, describe_section, get_section_context) and 4+ TOC/inventory variants (get_toc, get_toc_tree, get_document_outline, list_docs, get_doc), so an agent can easily pick the wrong one. Health/diagnostics tools (get_doc_health, doc_health_radar, get_index_overview, verify_index, get_recent_changes) also blur together.

    Naming Consistency3/5

    Mostly verb_noun snake_case (index_local, search_sections, get_section, delete_index), but the convention breaks down in places: bare noun names (doc_health_radar, section_neighbors), inconsistent doc_ prefixing (doc_index_repo, doc_list_repos, doc_resolve_repo versus index_local, list_docs, get_doc), and mismatched pairs like get_doc_health vs doc_health_radar and get_doc_pr_risk_profile vs diff_doc_health_radar. Still readable, but the pattern is not predictable.

    Tool Count1/5

    64 tools for a documentation index/search server is an extreme mismatch — the core surface is index, delete, search, and read, yet the set balloons with telemetry (analyze_perf, get_session_stats, tune_weights), canaries (check_embedding_drift), OpenAPI exploration, glossary lookups, repo groups, PR-risk profiles, and handoff finalization. Many tools are marginal or duplicative, making the surface expensive to discover and easy to misuse.

    Completeness5/5

    Coverage of the documentation-index lifecycle is essentially exhaustive: index/refresh from local and GitHub, delete, search (hybrid/lexical/title/counted), full and partial retrieval, outline/navigation graphs, link integrity, staleness/drift, verification, and even cross-suite code bridging. It is hard to name a meaningful doc-index operation that is missing.

    Maintenance

    ActivityActive
    ResponsivenessResponsive

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