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Scored across 9 tools
Every tool has a clearly distinct purpose with no ambiguity. The 'get_' tools retrieve specific details for different binary elements (enum, function definition, pseudocode, structure), while the 'list_' tools enumerate names for those same elements, and 'setup_context' performs a distinct initialization task. There is no overlap in functionality that could cause misselection.
Tool names follow a highly consistent verb_noun pattern throughout. All tools use snake_case with clear prefixes: 'get_' for retrieval, 'list_' for enumeration, and 'setup_' for initialization. This predictable naming scheme makes it easy for agents to understand and select the appropriate tool.
With 9 tools, the server is well-scoped for its purpose of binary analysis with Ghidra. Each tool earns its place by covering distinct aspects of binary inspection (enums, functions, structures, pseudocode) and initialization. This count is typical for a domain-specific server and avoids being too thin or overwhelming.
The tool surface provides comprehensive read-only coverage for binary analysis, including listing and retrieving details for key elements like functions, structures, and enums, plus pseudocode and setup. A minor gap exists in write operations (e.g., modifying or creating elements), but agents can effectively work around this for analysis tasks.