This page shows how io.github.warpfreight/warp-agent-mcp'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/io.github.warpfreight/warp-agent-mcp
Average score
58.9/ 100Cloudy
Tools
42
Near-identical descriptions
0
Across the server
Major
42 tools. Above 40, models choose less accurately.too_many_tools
Minor
The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.instructions_missing
Tools
box_truck_quote
37/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
24 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (8 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
String arguments with no constraint or example: commodity.loose_string_param
Minor
Says nothing about what it returns.no_return_info
van_quote
37/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
24 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (8 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
String arguments with no constraint or example: commodity.loose_string_param
Minor
Says nothing about what it returns.no_return_info
automation_receipts
47/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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
Minor
Says nothing about what it returns.no_return_info
delete_load_template
47/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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
Minor
Says nothing about what it returns.no_return_info
Minor
Required identifiers whose description does not say where the value comes from: load_template_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
events
47/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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
Minor
Says nothing about what it returns.no_return_info
Minor
Required identifiers whose description does not say where the value comes from: shipment_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
freight_workflow
47/ 100Cloudy
Purpose
20 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
Arguments without a description: workflow.param_no_description
Minor
Says nothing about what it returns.no_return_info
get_invoice
47/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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
Minor
Says nothing about what it returns.no_return_info
Minor
Required identifiers whose description does not say where the value comes from: order_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
compare_freight_costs
48/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 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
Minor
Arguments without a description: rows, rows[].shipment_id, rows[].baseline_amount_usd, rows[].candidate_amount_usd, rows[].baseline_kind, rows[].candidate_kind.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
ftl_quote
48/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
24 / 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
Minor
String arguments with no constraint or example: commodity.loose_string_param
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
track
48/ 100Cloudy
Purpose
13 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 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
Minor
Required identifiers whose description does not say where the value comes from: shipment_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
international_customs
49/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
Required identifiers whose description does not say where the value comes from: order_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
status
49/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 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
Minor
Says nothing about what it returns.no_return_info
international_settings
51/ 100Cloudy
Purpose
17 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info
lane_history
52/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 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
Minor
Says nothing about what it returns.no_return_info
quote_history
52/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 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
Minor
Says nothing about what it returns.no_return_info
save_load_template
52/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
String arguments with no constraint or example: commodity.loose_string_param
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
analytics
54/ 100Cloudy
Purpose
17 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info
load_templates
55/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 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
Minor
Says nothing about what it returns.no_return_info
multistop_book
55/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Arguments without a description: shipments[].list_items[].stackable.param_no_description
Minor
String arguments with no constraint or example: shipments[].pickup_info.address.street, shipments[].pickup_info.address.city, shipments[].pickup_info.address.state, shipments[].pickup_info.contact_name, shipments[].pickup_info.contact_phone, shipments[].pickup_info.contact_email, shipments[].delivery_info.address.street, shipments[].delivery_info.address.city, shipments[].delivery_info.address.state, shipments[].delivery_info.contact_name, shipments[].delivery_info.contact_phone, shipments[].delivery_info.contact_email, shipments[].list_items[].name, shipments[].list_items[].packaging, shipments[].list_items[].weight_unit, shipments[].list_items[].size_unit.loose_string_param
Minor
The meaning of the boolean argument shipments[].list_items[].stackable is unclear.vague_boolean
Minor
Says nothing about what it returns.no_return_info
Minor
Required identifiers whose description does not say where the value comes from: quote_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
shipper_profile
56/ 100Cloudy
Purpose
20 / 20
When to use
10 / 20
Arguments
11 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
Major
Arguments without a description: set_preferences.default_accessorials.pickup, set_preferences.default_accessorials.delivery, set_preferences.preferred_mode, set_preferences.standard_pallet_dims.length, set_preferences.standard_pallet_dims.width, set_preferences.standard_pallet_dims.height, set_preferences.max_transit_days, set_preferences.notes.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info
international_duty_estimate
57/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 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
Minor
Says nothing about what it returns.no_return_info
manage_automation
57/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
10 / 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
multistop_quote
58/ 100Cloudy
Purpose
20 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Minor
String arguments with no constraint or example: commodity.loose_string_param
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
list_bookings
59/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
22 / 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
Minor
No `required` list, so every argument is optional.no_required
payment_status
59/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 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
Required identifiers whose description does not say where the value comes from: option_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_documents
67/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Required identifiers whose description does not say where the value comes from: order_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
book
68/ 100Cloudy
Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
Minor
Arguments without a description: pickup_window.from, pickup_window.to, delivery_window.from, delivery_window.to.param_no_description
Minor
String arguments with no constraint or example: pickup.city, pickup.state, pickup.street, pickup.contactName, pickup.phone, pickup.email, pickup.specialInstruction, delivery.city, delivery.state, delivery.street, delivery.contactName, delivery.phone, delivery.specialInstruction, pickup_window.from, pickup_window.to, delivery_window.from, delivery_window.to.loose_string_param
Minor
Says nothing about what it returns.no_return_info
parcel_book
68/ 100Cloudy
Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
Minor
Arguments without a description: pickup_window.from, pickup_window.to, delivery_window.from, delivery_window.to.param_no_description
Minor
String arguments with no constraint or example: pickup.city, pickup.state, pickup.street, pickup.street2, pickup.contactName, pickup.email, pickup.company, delivery.city, delivery.state, delivery.street, delivery.street2, delivery.contactName, delivery.email, delivery.company, pickup_window.from, pickup_window.to, delivery_window.from, delivery_window.to.loose_string_param
Minor
Says nothing about what it returns.no_return_info
Minor
Required identifiers whose description does not say where the value comes from: quote_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
locations
70/ 100Clear
Purpose
20 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Minor
Says nothing about what it returns.no_return_info
consolidate
71/ 100Clear
Purpose
20 / 20
When to use
15 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
Minor
Arguments without a description: loads[].pallets, loads[].weight_lbs_per_pallet, loads[].width.param_no_description
Minor
Says nothing about what it returns.no_return_info
price_check
71/ 100Clear
Purpose
17 / 20
When to use
15 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
Minor
String arguments with no constraint or example: origin_zip, destination_zip.loose_string_param
parcel_quote
75/ 100Clear
Purpose
17 / 20
When to use
10 / 20
Arguments
24 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
Major
It may be destructive, but destructiveHint is not set.destructive_unmarked
ltl_market_options
77/ 100Clear
Purpose
17 / 20
When to use
15 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
Minor
String arguments with no constraint or example: commodity.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The meaning of the boolean argument hazmat is unclear.vague_boolean
ltl_quote
77/ 100Clear
Purpose
20 / 20
When to use
15 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
Minor
String arguments with no constraint or example: commodity.loose_string_param
Minor
The meaning of the boolean argument hazmat is unclear.vague_boolean
report_issue
78/ 100Clear
Purpose
20 / 20
When to use
15 / 20
Arguments
24 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
international_quote
82/ 100Clear
Purpose
17 / 20
When to use
20 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
Minor
String arguments with no constraint or example: origin.state, origin.street, destination.state, destination.street.loose_string_param
compare_modes
84/ 100Clear
Purpose
17 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
Minor
String arguments with no constraint or example: commodity.loose_string_param
Minor
The meaning of the boolean argument hazmat is unclear.vague_boolean
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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