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Knowledge Graph MCP Server

by pitchmuc
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Python
Hybrid

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    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