SageMath MCP Server
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TDQS
Scored across 40 tools
Most tools have distinct domain prefixes (calculus, linear algebra, number theory), but several boundaries blur: evaluate_sage vs evaluate_sage_streaming vs calculate_expression all execute/evaluate Sage code, and factor_expression overlaps with number_theory_operation's integer factorization. The 'operation' suffix on eleven tools makes their exact scope harder to distinguish at a glance.
The majority follow verb_noun (solve_equation, integrate_expression, start_sage_session), but there are notable deviations: the eleven 'X_operation' tools are noun_noun, matrix_multiply is noun_verb, and series_expansion/symbolic_sum are noun phrases. All names are snake_case and readable, so the inconsistency is moderate rather than chaotic.
Forty tools is well above the 25+ threshold and will burden an agent's tool-selection step, even though SageMath's breadth justifies many of them. Several 'operation' tools could be consolidated (e.g., one linear_algebra tool) without losing clarity.
The surface covers calculus, algebra, linear algebra, number theory, combinatorics, graph/group theory, elliptic curves, coding theory, geometry, statistics, distributions, plotting, and session management. Missing dedicated tools like Laplace transforms or matrix addition are reachable through evaluate_sage, so there are no dead ends; only minor gaps remain.