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ScoreCompute: tool descriptions scored com.scorecompute/scorecompute

tools/list taken
(UTC)
Connected to
https://scorecompute.com/mcp
Scoring rules
v2
Score this URL as it is today

Scores, issues and names only

This page shows how ScoreCompute (com.scorecompute/scorecompute)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

servers/com.scorecompute/scorecompute
Average score
46.2 / 100Cloudy
Tools
38
Near-identical descriptions
0

Across the server

  • Minor
    38 tools. Above 25, models start to tell tools apart less well.many_tools
  • Minor
    The server's instructions are 3701 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.instructions_long

Tools

solve_equilibrium

26 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: iterations.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

analyze_chess_game

30 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: positions, positions[].fen, positions[].played, depth.param_no_description
  • Minor
    String arguments with no constraint or example: positions[].fen, positions[].played.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

check_shadow_track

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: date_utc, latitude, longitude, samples, samples[].minutes, samples[].azimuth_deg, tolerance_deg.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

optimize_tasks

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: budget, items, items[].name, items[].duration, items[].value.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

list_capabilities

34 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: theme.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

analyze_kinematics

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: angular_speed_deg_per_s, distance_min_km, distance_max_km, claimed_distance_km, claimed_speed_kmh.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

audit_statistics

35 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: n, mean, sd, decimals, min_value, max_value.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

simulate_pi

35 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: samples, seed, backend, device_ids.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

simulate_plan

35 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: durations, budget, samples, seed, uncertainty.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

screen_wash_trading

39 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: trades, trades[].ts_s, trades[].price, trades[].volume, window_s, price_band_pct.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

submit_network_job

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: samples, seed, backend, workload, scenario_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

check_ephemeris

42 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: date_utc, latitude, longitude, object, claimed_azimuth_deg, claimed_elevation_deg, tolerance_deg.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

scan_counterexample

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: bound, expression, max_counterexamples, max_evaluations, relation, tolerance, variables, variables[].max, variables[].min, variables[].name, variables[].steps.param_no_description

tour_profile

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: points, points[].x, points[].y, reference_distance_fraction.param_no_description

assimilate_observation

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: observations, observations.observers, observations.observers[].lat, observations.observers[].lon, observations.observers[].elevation_m, observations.observers[].sigma_az_deg, observations.observers[].sigma_el_deg, observations.observers[].samples, observations.observers[].samples[].azimuth_deg, observations.observers[].samples[].elevation_deg, new_series, new_series.id, new_series.station, new_series.station.id, new_series.station.lat, new_series.station.lon, new_series.station.elevation_m, new_series.sigma_az_deg, new_series.sigma_el_deg, new_series.samples, new_series.samples[].azimuth_deg, new_series.samples[].elevation_deg, objective, assumptions, assumptions.independent_new_errors, assumptions.exact_stations_and_clocks, assumptions.constant_velocity.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument assumptions.independent_new_errors is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument assumptions.exact_stations_and_clocks is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument assumptions.constant_velocity is unclear.vague_boolean

build_robust_plan

44 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: items, items[].name, items[].duration, items[].value, budget, uncertainty, min_success_rate, samples, seed, max_candidates, duration_model, allowed_tools.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

execute_composition

44 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: goals, available, constraints, constraints.allowed_tools, constraints.local_only, constraints.max_steps, constraints.max_search_states, constraints.max_structural_cost, inputs, adapters, adapters.route_durations.v1, adapters.route_durations.v1.speed_kmh.param_no_description
  • Minor
    The meaning of the boolean argument constraints.local_only is unclear.vague_boolean

get_network_job

44 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: job_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

improve_schedule

44 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
9 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: items, items[].name, items[].duration, items[].value, required_indices, deadline_minutes, costs, costs.per_extra_minute, costs.per_lost_value, costs.max_cost, uncertainty, min_success_rate, samples, search_seed, confirmation_seed, duration_model.param_no_description
  • Minor
    String arguments with no constraint or example: duration_model.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

plan_mission

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: items, items[].name, items[].duration, items[].value, budget, uncertainty, min_success_rate, samples, seed, max_candidates, duration_model, allowed_tools.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

stress_test_observation

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: observations, observations.observers, observations.observers[].lat, observations.observers[].lon, observations.observers[].elevation_m, observations.observers[].sigma_az_deg, observations.observers[].sigma_el_deg, observations.observers[].samples, observations.observers[].samples[].azimuth_deg, observations.observers[].samples[].elevation_deg, claim, claim.max_position_shift_m, bounds, bounds.max_angular_bias_deg, bounds.max_clock_offset_delta_s, bounds.max_evaluations, bounds.stop_on_first, cases, cases[].id, cases[].observer_index, cases[].azimuth_bias_deg, cases[].elevation_bias_deg, perturbations_are_hypothetical.param_no_description
  • Minor
    The meaning of the boolean argument bounds.stop_on_first is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument perturbations_are_hypothetical is unclear.vague_boolean

compute_orbit

45 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: eccentricity, elapsed_days, semi_major_au.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

run_route_policy

45 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: points, points[].x, points[].y, program, program.version, program.score, program.score.op, program.score.name, program.score.value, program.score.left, program.score.left.op, program.score.left.name, program.score.left.value, program.score.left.left, program.score.left.left.op, program.score.left.left.name, program.score.left.left.value, program.score.left.left.left, program.score.left.left.left.op, program.score.left.left.left.name, program.score.left.left.left.value, program.score.left.left.left.left, program.score.left.left.left.left.op, program.score.left.left.left.left.name, program.score.left.left.left.left.value, program.score.left.left.left.right, program.score.left.left.left.right.op, program.score.left.left.left.right.name, program.score.left.left.left.right.value, program.score.left.left.right, program.score.left.left.right.op, program.score.left.left.right.name, program.score.left.left.right.value, program.score.left.left.right.left, program.score.left.left.right.left.op, program.score.left.left.right.left.name, program.score.left.left.right.left.value, program.score.left.left.right.right, program.score.left.left.right.right.op, program.score.left.left.right.right.name, program.score.left.left.right.right.value, program.score.left.right, program.score.left.right.op, program.score.left.right.name, program.score.left.right.value, program.score.left.right.left, program.score.left.right.left.op, program.score.left.right.left.name, program.score.left.right.left.value, program.score.left.right.left.left, program.score.left.right.left.left.op, program.score.left.right.left.left.name, program.score.left.right.left.left.value, program.score.left.right.left.right, program.score.left.right.left.right.op, program.score.left.right.left.right.name, program.score.left.right.left.right.value, program.score.left.right.right, program.score.left.right.right.op, program.score.left.right.right.name, program.score.left.right.right.value, program.score.left.right.right.left, program.score.left.right.right.left.op, program.score.left.right.right.left.name, program.score.left.right.right.left.value, program.score.left.right.right.right, program.score.left.right.right.right.op, program.score.left.right.right.right.name, program.score.left.right.right.right.value, program.score.right, program.score.right.op, program.score.right.name, program.score.right.value, program.score.right.left, program.score.right.left.op, program.score.right.left.name, program.score.right.left.value, program.score.right.left.left, program.score.right.left.left.op, program.score.right.left.left.name, program.score.right.left.left.value, program.score.right.left.left.left, program.score.right.left.left.left.op, program.score.right.left.left.left.name, program.score.right.left.left.left.value, program.score.right.left.left.right, program.score.right.left.left.right.op, program.score.right.left.left.right.name, program.score.right.left.left.right.value, program.score.right.left.right, program.score.right.left.right.op, program.score.right.left.right.name, program.score.right.left.right.value, program.score.right.left.right.left, program.score.right.left.right.left.op, program.score.right.left.right.left.name, program.score.right.left.right.left.value, program.score.right.left.right.right, program.score.right.left.right.right.op, program.score.right.left.right.right.name, program.score.right.left.right.right.value, program.score.right.right, program.score.right.right.op, program.score.right.right.name, program.score.right.right.value, program.score.right.right.left, program.score.right.right.left.op, program.score.right.right.left.name, program.score.right.right.left.value, program.score.right.right.left.left, program.score.right.right.left.left.op, program.score.right.right.left.left.name, program.score.right.right.left.left.value, program.score.right.right.left.right, program.score.right.right.left.right.op, program.score.right.right.left.right.name, program.score.right.right.left.right.value, program.score.right.right.right, program.score.right.right.right.op, program.score.right.right.right.name, program.score.right.right.right.value, program.score.right.right.right.left, program.score.right.right.right.left.op, program.score.right.right.right.left.name, program.score.right.right.right.left.value, program.score.right.right.right.right, program.score.right.right.right.right.op, program.score.right.right.right.right.name, program.score.right.right.right.right.value, fuel_limit, time_budget_ms.param_no_description

triangulate_tracks

45 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: observers, observers[].lat, observers[].lon, observers[].elevation_m, observers[].sigma_az_deg, observers[].sigma_el_deg, observers[].samples, observers[].samples[].azimuth_deg, observers[].samples[].elevation_deg.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

compose_capabilities

47 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: goals, available, constraints, constraints.allowed_tools, constraints.local_only, constraints.max_steps, constraints.max_search_states, constraints.max_structural_cost, inputs, adapters, adapters.route_durations.v1, adapters.route_durations.v1.speed_kmh.param_no_description
  • Minor
    The meaning of the boolean argument constraints.local_only is unclear.vague_boolean

plan_observation

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: observations.observers, observations.observers[].lat, observations.observers[].lon, observations.observers[].elevation_m, observations.observers[].sigma_az_deg, observations.observers[].sigma_el_deg, observations.observers[].samples, observations.observers[].samples[].azimuth_deg, observations.observers[].samples[].elevation_deg, candidates, candidates[].id, candidates[].station, candidates[].station.id, candidates[].station.lat, candidates[].station.lon, candidates[].station.elevation_m, candidates[].sigma_az_deg, candidates[].sigma_el_deg, candidates[].cost_units, objective, constraints, constraints.max_cost_units, constraints.min_elevation_deg, assumptions, assumptions.independent_new_errors, assumptions.exact_stations_and_clocks, assumptions.constant_velocity.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument assumptions.independent_new_errors is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument assumptions.exact_stations_and_clocks is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument assumptions.constant_velocity is unclear.vague_boolean

verify_shadows

47 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: date_utc, latitude, longitude, control_points, control_points[].px, control_points[].world, shadow, shadow.a, shadow.b, second_shadow, second_shadow.a, second_shadow.b, pixel_sigma, time_sigma_minutes, seed, samples.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

kepler_stability

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: a_max_au, a_min_au, duration_yr, e_max, e_min, initial_phase_deg, jupiter_semi_major_au, mass_ratio, max_work_units, n_a, n_e, steps_per_year.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

forge_route_policy

55 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: train, train[].id, train[].points, train[].points[].x, train[].points[].y, seed, budget, budget.candidates, budget.fuel_per_case, budget.time_per_case_ms.param_no_description

check_arithmetic

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: claimed_value, expression, tolerance_absolute, tolerance_relative, values, values[].name, values[].value.param_no_description

list_composition_capabilities

57 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info

network_status

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

route_optimizer

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: metric, points, points[].x, points[].y, points[].lat, points[].lon, return_to_start, time_budget_ms.param_no_description
  • Minor
    The meaning of the boolean argument return_to_start is unclear.vague_boolean

verify_claim

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: domain, parameters, claim, claim.kind, claim.claimed_total_km, claim.order.param_no_description

plan_golden_hour

60 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

propagate_uncertainty

66 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: correlations[].a, correlations[].b, correlations[].coefficient, variables, variables[].distribution, variables[].name.param_no_description

hear_the_shape

67 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

shape_the_sound

84 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

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