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
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
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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