This page shows how SocialFaktory: Social Media MCP Server (com.socialfaktory/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/com.socialfaktory/mcp
Average score
46.2/ 100Cloudy
Tools
21
Near-identical descriptions
0
Across the server
No server-wide issues.
Tools
get_text_generation
26/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (9 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: brand_id, text_generation_id.param_no_description
Minor
String arguments with no constraint or example: brand_id, text_generation_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: brand_id, text_generation_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
list_generations
26/ 100Rain
Purpose
6 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
The description only restates the name (9 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: brand_id, page.param_no_description
Minor
String arguments with no constraint or example: brand_id.loose_string_param
list_media
40/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 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: folder_id, query, kind, page.param_no_description
Minor
String arguments with no constraint or example: folder_id, query, kind.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
complete_upload
42/ 100Cloudy
Purpose
17 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
Arguments without a description: upload_id.param_no_description
Minor
String arguments with no constraint or example: upload_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: upload_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
delete_post
42/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
7 / 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: idempotency_key, brand_id, post_id.param_no_description
Minor
String arguments with no constraint or example: brand_id, post_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: post_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
list_actors
42/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
7 / 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: query, kind, page.param_no_description
Minor
String arguments with no constraint or example: query.loose_string_param
list_formats
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: page.param_no_description
list_posts
42/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
7 / 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: brand_id, status, page.param_no_description
Minor
String arguments with no constraint or example: brand_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
generate_text
44/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
6 / 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: idempotency_key, brand_id, brief, source_url, generation_id, media_id, platform.param_no_description
Minor
String arguments with no constraint or example: brand_id, brief, source_url, generation_id, media_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: brand_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
check_reference
45/ 100Cloudy
Purpose
20 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
Arguments without a description: url.param_no_description
Minor
String arguments with no constraint or example: url.loose_string_param
get_upload
45/ 100Cloudy
Purpose
20 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
Arguments without a description: upload_id.param_no_description
Minor
String arguments with no constraint or example: upload_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: upload_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
create_upload
48/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
8 / 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
Major
Arguments without a description: idempotency_key, filename, byte_size, content_type, purpose, kind, name.param_no_description
Minor
String arguments with no constraint or example: filename, content_type.loose_string_param
get_channel_requirements
48/ 100Cloudy
Purpose
20 / 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
Minor
Arguments without a description: channel_id.param_no_description
Minor
String arguments with no constraint or example: channel_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: channel_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
send_post
49/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
7 / 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
Major
Arguments without a description: idempotency_key, brand_id, post_id, mode.param_no_description
Minor
String arguments with no constraint or example: brand_id, post_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: post_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
String arguments with no constraint or example: generation_id, media_item_id, editor_asset_id, scheduled_at, targets[].channel_id, targets[].caption, targets[].pinterest_board_id, targets[].youtube_description.loose_string_param
Minor
The meaning of the boolean argument targets[].tiktok_allow_comment is unclear.vague_boolean
Minor
The meaning of the boolean argument targets[].tiktok_allow_duet is unclear.vague_boolean
Minor
The meaning of the boolean argument targets[].tiktok_allow_stitch is unclear.vague_boolean
Minor
The meaning of the boolean argument targets[].tiktok_your_brand is unclear.vague_boolean
Minor
The meaning of the boolean argument targets[].tiktok_branded_content is unclear.vague_boolean
Minor
The meaning of the boolean argument targets[].youtube_short is unclear.vague_boolean
get_generation
50/ 100Cloudy
Purpose
20 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
Arguments without a description: generation_id.param_no_description
Minor
String arguments with no constraint or example: generation_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: generation_id. Name the tool or the place that returns it, or models look it up first.id_source_missing
list_channels
52/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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
create_generation
55/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
8 / 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
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The meaning of the boolean argument workflow.sound is unclear.vague_boolean
Minor
The meaning of the boolean argument workflow.keep_source_audio 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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