No user-submitted related servers found.
Scored across 68 tools
Most tools have distinct purposes targeting specific resources like vessels, voyages, financial data, or contacts, with clear boundaries. However, some overlap exists, such as 'get_vessels' and 'get_all_voyages' potentially being confused with 'get_vessel_details' and 'get_voyage_details' for list vs. detail actions, but descriptions help clarify.
Naming is mostly consistent with a verb_noun pattern, using 'get_', 'list_', 'search_', or 'create_' prefixes. Minor deviations include 'voyage_port_disbursements' lacking a verb prefix and 'get_all_borrowers_summary_for_lender' being overly verbose, but overall the pattern is predictable and readable.
With 68 tools, the count is excessive for typical MCP server scopes, making it heavy and potentially overwhelming for agents. While the domain appears broad (shipping/finance), this many tools suggests poor scoping or fragmentation, as many could be consolidated into more generic operations.
The tool set provides comprehensive coverage for shipping and financial management, including CRUD operations for vessels, voyages, financial records, contacts, and searches. No obvious gaps are present; agents can perform full lifecycle management across the domain without dead ends.