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Knowledge Graph MCP Server

by pitchmuc
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Python
Hybrid

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    TDQS

    A3.9/5.0

    Scored across 9 tools

    Disambiguation4/5

    search_accounts (keyword) vs list_accounts (structured filters) both return account lists but the descriptions clarify the distinct filtering modes. Similarly search_contacts vs list_contacts_for_account are differentiated by scope. run_sparql_query has clear escape-hatch positioning relative to the higher-level tools.

    Naming Consistency5/5

    All nine tools follow a consistent snake_case verb_noun pattern (get_graph_schema, search_accounts, list_accounts, get_contact, run_sparql_query, etc.). No mixed conventions or vague verbs.

    Tool Count5/5

    Nine tools is well-scoped for a read-only CRM knowledge graph: two meta tools, three account tools, three contact tools, and a raw query escape hatch. Each earns its place.

    Completeness4/5

    Account and contact lifecycles are well covered for reading (list/search/get for both, plus schema, stats, and a raw SPARQL escape hatch for aggregations/joins). The surface is read-only by design, so no create/update/delete, and a bulk list-all-contacts view is missing but reachable via search_contacts or SPARQL.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources