Partle: tool descriptions scored xyz.rubenayla.partle/marketplace

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://partle.rubenayla.xyz/mcp/
Homepage: partle.rubenayla.xyz
Repository: github.com/rubenayla/partle-mcp
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how Partle (xyz.rubenayla.partle/marketplace)'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/xyz.rubenayla.partle/marketplace

Average score: 57.4 / 100Cloudy
Tools: 30
Near-identical descriptions: 1

Across the server

Minor
30 tools. Above 25, models start to tell tools apart less well.many_tools
Major
21 tools repeat the same note (49 words). Say it once in the server's instructions, and let each description say what only that tool does. The note does not count toward the tools' scores.repeated_note

Tools whose descriptions are nearly the same

1 of 1 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
delete_product	delete_product_image	0.39	0.67

Tools

revoke_connected_app

35 / 100Rain

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 3 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: client_id.param_no_description
Minor
String arguments with no constraint or example: client_id.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: client_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

revoke_account_api_key

37 / 100Rain

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 8 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: key_id.param_no_description
Minor
Says nothing about what it returns.no_return_info

set_account_username

40 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 3 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: username.param_no_description
Minor
String arguments with no constraint or example: username.loose_string_param
Minor
Says nothing about what it returns.no_return_info

update_account_settings

42 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 3 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: theme.param_no_description
Minor
String arguments with no constraint or example: theme.loose_string_param

delete_inventory_item

45 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 8 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: item_id, api_key.param_no_description
Minor
Says nothing about what it returns.no_return_info
Minor
Required identifiers whose description does not say where the value comes from: item_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

mark_for_sale

45 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 8 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: item_id, asking_price, asking_currency, condition, api_key.param_no_description
Minor
Says nothing about what it returns.no_return_info
Minor
Required identifiers whose description does not say where the value comes from: item_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

mark_sold

45 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 8 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: item_id, api_key.param_no_description
Minor
Says nothing about what it returns.no_return_info
Minor
Required identifiers whose description does not say where the value comes from: item_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

add_inventory_item

50 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: name, product_id, status, quantity, notes, acquisition_price, acquisition_currency, purchased_at, asking_price, asking_currency, condition, external_link, external_id, project, api_key.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

create_buy_request

50 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: name, description, quantity, max_price, currency, contact, reference_url, product_id, api_key.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

get_my_inventory

50 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: status, product_id, project, q, limit, offset, api_key.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

delete_product_image

53 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 8 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: product_id, image_id, api_key.param_no_description
Minor
Its description is nearly the same as delete_product's (similarity 0.39); only the names and schemas tell them apart. Say in this description when to use delete_product instead.confusable_pair
Minor
Says nothing about what it returns.no_return_info

create_account_api_key

54 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: label.param_no_description
Minor
No `required` list, so every argument is optional.no_required

rotate_account_api_key

57 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 8 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: key_id.param_no_description

get_my_products

58 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: limit, api_key.param_no_description
Minor
No `required` list, so every argument is optional.no_required

upload_product_image

58 / 100Cloudy

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 3 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: product_id, image_url, api_key.param_no_description
Minor
String arguments with no constraint or example: image_url.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: product_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_inventory_item

60 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 8 / 25
Return value: 7 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: item_id, name, product_id, status, quantity, notes, acquisition_price, acquisition_currency, purchased_at, asking_price, asking_currency, condition, external_link, external_id, project, api_key.param_no_description

delete_product

62 / 100Cloudy

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 8 / 25
Return value: 7 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: product_id, api_key.param_no_description
Minor
Its description is nearly the same as delete_product_image's (similarity 0.39); only the names and schemas tell them apart. Say in this description when to use delete_product_image instead.confusable_pair

get_account_settings

62 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 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

search_stores

63 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: query, limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

get_store

65 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 8 / 25
Return value: 7 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: store_id.param_no_description

list_connected_apps

65 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

No issues.

submit_feedback

65 / 100Cloudy

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 3 / 25
Return value: 7 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: feedback, api_key.param_no_description
Minor
String arguments with no constraint or example: feedback.loose_string_param

create_product

67 / 100Cloudy

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

Major
Arguments without a description: name, description, price, currency, url, store_id, listing_type, idempotency_key, api_key.param_no_description
Minor
The description is long (509 words). It helps selection but costs steps and tokens.too_long
Minor
String arguments with no constraint or example: name.loose_string_param

get_upload_url

67 / 100Cloudy

Purpose: 17 / 20
When to use: 20 / 20
Arguments: 8 / 25
Return value: 7 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: product_id, api_key.param_no_description

list_account_api_keys

67 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

No issues.

get_product

70 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 8 / 25
Return value: 7 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: product_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: product_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

search_wanted

70 / 100Clear

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

Major
Arguments without a description: query, limit, offset.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated

update_product

70 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 8 / 25
Return value: 7 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: product_id, name, description, price, currency, url, api_key.param_no_description

search_products

73 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 3 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: query, min_price, max_price, tags, store_id, sort_by, has_price, semantic, super_search, limit, offset.param_no_description
Minor
The description is long (821 words). It helps selection but costs steps and tokens.too_long
Minor
String arguments with no constraint or example: query.loose_string_param
Minor
The meaning of the boolean argument semantic is unclear.vague_boolean
Minor
The meaning of the boolean argument super_search is unclear.vague_boolean

get_stats

77 / 100Clear

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