azure-mcp-pilot
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TDQS
Scored across 66 tools
Several tools have unclear boundaries, such as list_entra_users vs list_users, list_azure_role_assignments vs graph_role_assignments, and the multiple natural-language query and assessment tools. An agent could easily choose the wrong tool for user-listing, role-assignment, or timeline questions. A few tools like identity_360 and detect_toxic_combinations are distinct, but the overall set is highly ambiguous.
Most tools follow readable snake_case list_/get_/run_ naming, but the set mixes conventions with names like identity_360, graph_assessment, and noun-first NL query tools such as pim_natural_language_query and agent_natural_language_query. The graph_* prefix is inconsistently combined with verbs, making the pattern predictable only part of the time.
66 tools is an extreme number for an identity security audit server, and many tools are near-duplicates or could be consolidated into parameterized operations. This far exceeds the 25+ threshold and creates a heavy, unwieldy tool surface.
The surface is quite comprehensive for read-only identity governance: it covers users, RBAC, PIM, MFA, licenses, agent identities, blast radius, object ownership, provenance, and Graph/API access. Since this is an audit-focused server, missing create/update/delete is acceptable; minor gaps exist around detailed sign-in/audit log exploration and remediation actions.