com.zeltser/website-search: tool descriptions scored

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://website-mcp.zeltser.com/mcp
Homepage: zeltser.com/good-ir-reports-with-ai
Repository: github.com/lennyzeltser/zeltser-website-mcp-server
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how com.zeltser/website-search'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.zeltser/website-search

Average score: 64.2 / 100Cloudy
Tools: 53
Near-identical descriptions: 29

Across the server

Major
53 tools. Above 40, models choose less accurately.too_many_tools
Minor
29 pairs with nearly the same description in all; the top 12 are shown.confusable_pair_total
Minor
The server's instructions are 7240 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

12 of 29 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
ir_get_frameworks	vuln_get_frameworks	0.89	0.50
ir_get_frameworks	cti_get_frameworks	0.86	0.50
ir_get_frameworks	assessment_get_frameworks	0.86	0.50
cti_get_frameworks	assessment_get_frameworks	0.85	0.50
malware_get_frameworks	vuln_get_frameworks	0.85	0.50
ir_get_brief_template	vuln_get_brief_template	0.84	0.60
ir_get_frameworks	malware_get_frameworks	0.84	0.50
ir_get_cross_server_routes	cti_get_cross_server_routes	0.82	0.67
ir_get_cross_server_routes	vuln_get_cross_server_routes	0.82	0.67
ir_get_cross_server_routes	assessment_get_cross_server_routes	0.82	0.67
cti_get_frameworks	vuln_get_frameworks	0.82	0.50
malware_get_frameworks	assessment_get_frameworks	0.82	0.50

Tools

aidefense_load_context

52 / 100Cloudy

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

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

rating_load_context

52 / 100Cloudy

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

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

aidefense_get_matrix

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 20 / 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

assessment_get_frameworks

57 / 100Cloudy

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

Minor
Its description is nearly the same as ir_get_frameworks's (similarity 0.86); only the names and schemas tell them apart. Say in this description when to use ir_get_frameworks instead.confusable_pair
Minor
Its description is nearly the same as cti_get_frameworks's (similarity 0.85); only the names and schemas tell them apart. Say in this description when to use cti_get_frameworks instead.confusable_pair
Minor
Its description is nearly the same as malware_get_frameworks's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use malware_get_frameworks instead.confusable_pair
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

assessment_review_report

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 20 / 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

cti_get_frameworks

57 / 100Cloudy

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

Minor
Its description is nearly the same as ir_get_frameworks's (similarity 0.86); only the names and schemas tell them apart. Say in this description when to use ir_get_frameworks instead.confusable_pair
Minor
Its description is nearly the same as assessment_get_frameworks's (similarity 0.85); only the names and schemas tell them apart. Say in this description when to use assessment_get_frameworks instead.confusable_pair
Minor
Its description is nearly the same as vuln_get_frameworks's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use vuln_get_frameworks instead.confusable_pair
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

cti_review_report

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 20 / 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

get_capabilities

57 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 0 / 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
Says nothing about what it returns.no_return_info

get_index_info

57 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 25 / 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

ir_get_frameworks

57 / 100Cloudy

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

Minor
Its description is nearly the same as vuln_get_frameworks's (similarity 0.89); only the names and schemas tell them apart. Say in this description when to use vuln_get_frameworks instead.confusable_pair
Minor
Its description is nearly the same as cti_get_frameworks's (similarity 0.86); only the names and schemas tell them apart. Say in this description when to use cti_get_frameworks instead.confusable_pair
Minor
Its description is nearly the same as assessment_get_frameworks's (similarity 0.86); only the names and schemas tell them apart. Say in this description when to use assessment_get_frameworks instead.confusable_pair
Minor
Its description is nearly the same as malware_get_frameworks's (similarity 0.84); only the names and schemas tell them apart. Say in this description when to use malware_get_frameworks instead.confusable_pair
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

malware_get_frameworks

57 / 100Cloudy

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

Minor
Its description is nearly the same as vuln_get_frameworks's (similarity 0.85); only the names and schemas tell them apart. Say in this description when to use vuln_get_frameworks instead.confusable_pair
Minor
Its description is nearly the same as ir_get_frameworks's (similarity 0.84); only the names and schemas tell them apart. Say in this description when to use ir_get_frameworks instead.confusable_pair
Minor
Its description is nearly the same as assessment_get_frameworks's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use assessment_get_frameworks instead.confusable_pair
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

malware_review_report

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 20 / 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

product_get_guidelines

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 20 / 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

product_get_template

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 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

vuln_get_frameworks

57 / 100Cloudy

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

Minor
Its description is nearly the same as ir_get_frameworks's (similarity 0.89); only the names and schemas tell them apart. Say in this description when to use ir_get_frameworks instead.confusable_pair
Minor
Its description is nearly the same as malware_get_frameworks's (similarity 0.85); only the names and schemas tell them apart. Say in this description when to use malware_get_frameworks instead.confusable_pair
Minor
Its description is nearly the same as cti_get_frameworks's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use cti_get_frameworks instead.confusable_pair
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

cti_get_guidelines

59 / 100Cloudy

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

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

malware_get_guidelines

59 / 100Cloudy

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

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

search_zeltser

60 / 100Cloudy

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

assessment_get_brief_template

62 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 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

assessment_get_guidelines

62 / 100Cloudy

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

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

cti_get_brief_template

62 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 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

cti_get_template

62 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 20 / 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

ir_get_brief_template

62 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 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 vuln_get_brief_template's (similarity 0.84); only the names and schemas tell them apart. Say in this description when to use vuln_get_brief_template instead.confusable_pair
Minor
Says nothing about what it returns.no_return_info

malware_get_template

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

vuln_get_brief_template

62 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 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 ir_get_brief_template's (similarity 0.84); only the names and schemas tell them apart. Say in this description when to use ir_get_brief_template instead.confusable_pair
Minor
Says nothing about what it returns.no_return_info

assessment_get_template

64 / 100Cloudy

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

Minor
No `required` list, so every argument is optional.no_required

get_security_writing_guidelines

64 / 100Cloudy

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

Minor
No `required` list, so every argument is optional.no_required

ir_get_guidelines

64 / 100Cloudy

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

Minor
No `required` list, so every argument is optional.no_required

ir_review_report

64 / 100Cloudy

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

Minor
No `required` list, so every argument is optional.no_required

vuln_get_guidelines

64 / 100Cloudy

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

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

aidefense_get_framework_alignment

67 / 100Cloudy

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

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

assessment_get_cross_server_routes

67 / 100Cloudy

Purpose: 20 / 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 ir_get_cross_server_routes's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use ir_get_cross_server_routes instead.confusable_pair
Minor
Says nothing about what it returns.no_return_info

cti_get_cross_server_routes

67 / 100Cloudy

Purpose: 20 / 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 ir_get_cross_server_routes's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use ir_get_cross_server_routes instead.confusable_pair
Minor
Says nothing about what it returns.no_return_info

ir_get_cross_server_routes

67 / 100Cloudy

Purpose: 20 / 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 cti_get_cross_server_routes's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use cti_get_cross_server_routes instead.confusable_pair
Minor
Its description is nearly the same as vuln_get_cross_server_routes's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use vuln_get_cross_server_routes instead.confusable_pair
Minor
Its description is nearly the same as assessment_get_cross_server_routes's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use assessment_get_cross_server_routes instead.confusable_pair
Minor
Says nothing about what it returns.no_return_info

malware_get_cross_server_routes

67 / 100Cloudy

Purpose: 20 / 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

vuln_get_cross_server_routes

67 / 100Cloudy

Purpose: 20 / 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 ir_get_cross_server_routes's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use ir_get_cross_server_routes instead.confusable_pair
Minor
Says nothing about what it returns.no_return_info

vuln_get_template

67 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 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

vuln_review_brief

67 / 100Cloudy

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

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

aidefense_evaluate_program

69 / 100Cloudy

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

Minor
No `required` list, so every argument is optional.no_required

ir_get_template

69 / 100Cloudy

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

Minor
No `required` list, so every argument is optional.no_required

ir_load_context

69 / 100Cloudy

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

Minor
No `required` list, so every argument is optional.no_required

product_load_context

69 / 100Cloudy

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

Minor
No `required` list, so every argument is optional.no_required

product_review_plan

69 / 100Cloudy

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

Minor
No `required` list, so every argument is optional.no_required

rating_get_sheet

69 / 100Cloudy

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

Minor
No `required` list, so every argument is optional.no_required

get_article

70 / 100Clear

Purpose: 20 / 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

product_compare_context

72 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 23 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

rating_score_writing

72 / 100Clear

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

No issues.

aidefense_cross_map

74 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required

assessment_load_context

74 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required

cti_load_context

74 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required

malware_load_context

74 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required

vuln_load_context

79 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

aidefense_locate_concept

87 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 23 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 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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