BankWeave

Each tool targets a clearly distinct purpose: global graph algorithms (connected_components, find_rings, top_hubs), single-entity operations (account_network, triage_alert), system utilities (engine_overview, graph_schema, list_graphs), and investigation workflows (list_alerts, get_case, explain_claim). Descriptions explicitly name the algorithm, target graph, and output, so an agent can reliably select the right tool without overlap. run_readonly_cypher is explicitly framed as a last resort, not a competing general-purpose tool.

All names use lower snake_case and are descriptive, but the set mixes verb-first action names (list_alerts, get_case, search_customers, triage_alert) with noun/adjective-first analysis names (account_network, connected_components, top_hubs, typology_guidance). This is not a single verb_noun pattern throughout, though it remains readable and predictable by tool type.

With 17 tools for a complex cross-bank AML graph investigation domain covering alerts, cases, graph analytics, search, typology, and raw Cypher, the set is slightly over the typical 3-15 range but each tool appears to earn its place. No tool seems redundant, though minor consolidation around graph overview/list/schema could be imagined.

The read-only investigation surface is comprehensive: orientation, alert/case retrieval, claim explanation, multiple graph algorithms, customer search, typology guidance, and a raw Cypher fallback. Minor gaps include no direct account-number lookup and no write operations for triaging alerts or creating cases, though those may be out of scope for this read-only server.