three.ws pump.fun MCP: tool descriptions scored io.github.nirholas/threews-pumpfun

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://three.ws/api/pump-fun-mcp
Homepage: three.ws
Repository: github.com/nirholas/three.ws
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how three.ws pump.fun MCP (io.github.nirholas/threews-pumpfun)'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.nirholas/threews-pumpfun

Average score: 55.6 / 100Cloudy
Tools: 21
Near-identical descriptions: 0

Across the server

No server-wide issues.

Tools

get_token_details

37 / 100Rain

Purpose: 17 / 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: mint.param_no_description
Minor
String arguments with no constraint or example: mint.loose_string_param
Minor
Says nothing about what it returns.no_return_info

get_trending_tokens

37 / 100Rain

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

Major
Arguments without a description: limit.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_token_trades

42 / 100Cloudy

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 3 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

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

get_new_tokens

44 / 100Cloudy

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

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

kol_leaderboard

44 / 100Cloudy

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

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

get_token_holders

47 / 100Cloudy

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

Major
Arguments without a description: mint, limit, network.param_no_description
Minor
String arguments with no constraint or example: mint.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

get_bonding_curve

49 / 100Cloudy

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

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

pumpfun_list_claims

49 / 100Cloudy

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

Major
Arguments without a description: limit, network.param_no_description

get_coin_intel

52 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 13 / 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
Minor
Arguments without a description: network.param_no_description

pumpfun_first_claims

54 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 13 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

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

social_x_post_impact

55 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 16 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

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

pumpfun_watch_whales

57 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 7 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

No issues.

sns_reverseLookup

58 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

No issues.

social_cashtag_sentiment

58 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 6 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: posts[].id, posts[].ts, posts[].text, posts[].author.param_no_description
Minor
String arguments with no constraint or example: posts[].id, posts[].ts, posts[].text, posts[].author.loose_string_param

pumpfun_watch_claims

59 / 100Cloudy

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

Minor
Arguments without a description: network.param_no_description

pumpfun_upload_metadata

61 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
String arguments with no constraint or example: name, telegram, website.loose_string_param

get_oracle_conviction

67 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 13 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
Arguments without a description: network.param_no_description

pumpfun_vanity_mint

68 / 100Cloudy

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

Minor
Arguments without a description: caseSensitive, maxAttempts.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument caseSensitive is unclear.vague_boolean

sns_resolve

68 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

No issues.

pumpfun_bot_status

79 / 100Clear

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

No issues.

pumpfun_quote_swap

82 / 100Clear

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

Minor
Arguments without a description: network.param_no_description

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.

Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days.

All scored servers