TokenBel Financial Data: tool descriptions scored io.github.AndreiDrang/tokenbel-mcp

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

Scores, issues and names only

This page shows how TokenBel Financial Data (io.github.AndreiDrang/tokenbel-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.AndreiDrang/tokenbel-mcp

Average score: 60.4 / 100Cloudy
Tools: 19
Near-identical descriptions: 5

Across the server

Minor
The server's instructions are 3536 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 whose descriptions are nearly the same

5 of 5 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
company_shares_list	company_bonds_list	0.87	0.50
share_list	bond_list	0.78	0.33
company_tokens_list	company_shares_list	0.75	0.50
company_tokens_list	company_bonds_list	0.75	0.50
share_get_by_uuid	bond_get_by_uuid	0.60	0.60

Tools

bond_get_by_uuid

55 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 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
Minor
Its description is nearly the same as share_get_by_uuid's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use share_get_by_uuid instead.confusable_pair

share_get_by_uuid

55 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 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
Minor
Its description is nearly the same as bond_get_by_uuid's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use bond_get_by_uuid instead.confusable_pair

token_get_by_uuid

55 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 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

currency_rate_get

57 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 17 / 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
Minor
No `required` list, so every argument is optional.no_required

company_bonds_list

58 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 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
Minor
Its description is nearly the same as company_shares_list's (similarity 0.87); only the names and schemas tell them apart. Say in this description when to use company_shares_list instead.confusable_pair
Minor
Its description is nearly the same as company_tokens_list's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use company_tokens_list instead.confusable_pair

company_financial_params_get

58 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 18 / 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

company_shares_list

58 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 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
Minor
Its description is nearly the same as company_bonds_list's (similarity 0.87); only the names and schemas tell them apart. Say in this description when to use company_bonds_list instead.confusable_pair
Minor
Its description is nearly the same as company_tokens_list's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use company_tokens_list instead.confusable_pair

company_tokens_list

58 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 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
Minor
Its description is nearly the same as company_shares_list's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use company_shares_list instead.confusable_pair
Minor
Its description is nearly the same as company_bonds_list's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use company_bonds_list instead.confusable_pair

share_payouts_get

58 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 18 / 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

token_trading_stats_get

58 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 18 / 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

trading_stats_get

58 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 18 / 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

company_get_by_uuid

60 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context

company_list

62 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 15 / 25
Return value: 15 / 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
No `required` list, so every argument is optional.no_required

token_list

64 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 17 / 25
Return value: 15 / 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
No `required` list, so every argument is optional.no_required

entity_news_list

65 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 18 / 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

bond_list

67 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 15 / 25
Return value: 15 / 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
Its description is nearly the same as share_list's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use share_list instead.confusable_pair
Minor
No `required` list, so every argument is optional.no_required

search_by_ticker

67 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 23 / 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

share_list

67 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 15 / 25
Return value: 15 / 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
Its description is nearly the same as bond_list's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use bond_list instead.confusable_pair
Minor
No `required` list, so every argument is optional.no_required

search_by_name

68 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 8 / 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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