Distill: tool descriptions scored com.spencermcw.data/distill

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

Scores, issues and names only

This page shows how Distill (com.spencermcw.data/distill)'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.spencermcw.data/distill

Average score: 60.3 / 100Cloudy
Tools: 19
Near-identical descriptions: 6

Across the server

Major
19 tools repeat the same note (27 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

6 of 6 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
medicare_partd_coverage	medicare_partd_plan	0.66	0.50
tax_sales_rate	tax_sales_rate_batch	0.64	0.75
medicare_pfs_localities	medicare_pfs_changes	0.61	0.50
sanctions_address	sanctions_address_batch	0.60	0.67
drug_nadac	drug_nadac_search	0.50	0.67
drug_nadac	drug_nadac_changes	0.43	0.67

Tools

sanctions_address_batch

39 / 100Rain

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

Major
Arguments without a description: addresses.param_no_description
Minor
Its description is nearly the same as sanctions_address's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use sanctions_address instead.confusable_pair
Minor
Says nothing about what it returns.no_return_info

sanctions_changes

50 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 13 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: kind, cursor, limit.param_no_description
Major
It may be destructive, but destructiveHint is not set.destructive_unmarked
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

tax_changes

52 / 100Cloudy

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

Minor
Arguments without a description: entity, cursor, 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

medicare_pfs_changes

54 / 100Cloudy

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

Minor
Its description is nearly the same as medicare_pfs_localities's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use medicare_pfs_localities instead.confusable_pair
Minor
Arguments without a description: entity, cursor, 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

medicare_partd_changes

55 / 100Cloudy

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

Minor
Arguments without a description: entity, cursor, 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

hospital_changes

56 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 22 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

drug_nadac_changes

60 / 100Cloudy

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

Minor
Its description is nearly the same as drug_nadac's (similarity 0.43); only the names and schemas tell them apart. Say in this description when to use drug_nadac instead.confusable_pair
Minor
Arguments without a description: field, cursor, 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

tax_sales_rate_batch

60 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 21 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
Its description is nearly the same as tax_sales_rate's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use tax_sales_rate instead.confusable_pair
Minor
Arguments without a description: locations.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

sanctions_address

61 / 100Cloudy

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

Minor
Its description is nearly the same as sanctions_address_batch's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use sanctions_address_batch instead.confusable_pair

drug_nadac

62 / 100Cloudy

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

Minor
Its description is nearly the same as drug_nadac_search's (similarity 0.50); only the names and schemas tell them apart. Say in this description when to use drug_nadac_search instead.confusable_pair
Minor
Its description is nearly the same as drug_nadac_changes's (similarity 0.43); only the names and schemas tell them apart. Say in this description when to use drug_nadac_changes instead.confusable_pair
Minor
Says nothing about what it returns.no_return_info

medicare_partd_coverage

62 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 22 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Minor
Its description is nearly the same as medicare_partd_plan's (similarity 0.66); only the names and schemas tell them apart. Say in this description when to use medicare_partd_plan instead.confusable_pair
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

hospital_payers

64 / 100Cloudy

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

Minor
Says nothing about what it returns.no_return_info

medicare_pfs_localities

64 / 100Cloudy

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

Minor
Its description is nearly the same as medicare_pfs_changes's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use medicare_pfs_changes instead.confusable_pair
Minor
Says nothing about what it returns.no_return_info

medicare_pfs_rate

64 / 100Cloudy

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

Minor
Says nothing about what it returns.no_return_info

hospital_compare

67 / 100Cloudy

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

Minor
Says nothing about what it returns.no_return_info

hospital_prices

67 / 100Cloudy

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

Minor
Says nothing about what it returns.no_return_info

medicare_partd_plan

67 / 100Cloudy

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

Minor
Its description is nearly the same as medicare_partd_coverage's (similarity 0.66); only the names and schemas tell them apart. Say in this description when to use medicare_partd_coverage instead.confusable_pair
Minor
Says nothing about what it returns.no_return_info

drug_nadac_search

70 / 100Clear

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

Minor
Its description is nearly the same as drug_nadac's (similarity 0.50); only the names and schemas tell them apart. Say in this description when to use drug_nadac instead.confusable_pair
Minor
Says nothing about what it returns.no_return_info

tax_sales_rate

71 / 100Clear

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

Minor
Its description is nearly the same as tax_sales_rate_batch's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use tax_sales_rate_batch instead.confusable_pair

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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