# com.zeltser/website-search: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.zeltser%2Fwebsite-search/versions/latest)
- Connected to: https://website-mcp.zeltser.com/mcp
- Homepage: https://zeltser.com/good-ir-reports-with-ai
- Repository: https://github.com/lennyzeltser/zeltser-website-mcp-server
- Scoring rules: v2
- Tools: 53
- Average: 64.2 / 100 (Cloudy)
- Near-identical pairs: 29

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.

## Across the server

- Major: 53 tools. Above 40, models choose less accurately.
- Minor: 29 pairs with nearly the same description in all; the top 12 are shown.
- 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.

## Tools

- `aidefense_load_context`: 52 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `rating_load_context`: 52 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `aidefense_get_matrix`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `assessment_get_frameworks`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `assessment_review_report`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `cti_get_frameworks`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `cti_review_report`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_capabilities`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_index_info`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `ir_get_frameworks`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `malware_get_frameworks`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `malware_review_report`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `product_get_guidelines`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `product_get_template`: 57 / 100
  - Minor: Says nothing about what it returns.
- `vuln_get_frameworks`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `cti_get_guidelines`: 59 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `malware_get_guidelines`: 59 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `search_zeltser`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `assessment_get_brief_template`: 62 / 100
  - Minor: Says nothing about what it returns.
- `assessment_get_guidelines`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `cti_get_brief_template`: 62 / 100
  - Minor: Says nothing about what it returns.
- `cti_get_template`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `ir_get_brief_template`: 62 / 100
  - Minor: Says nothing about what it returns.
- `malware_get_template`: 62 / 100
  - Minor: Says nothing about what it returns.
- `vuln_get_brief_template`: 62 / 100
  - Minor: Says nothing about what it returns.
- `assessment_get_template`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_security_writing_guidelines`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `ir_get_guidelines`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `ir_review_report`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `vuln_get_guidelines`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `aidefense_get_framework_alignment`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `assessment_get_cross_server_routes`: 67 / 100
  - Minor: Says nothing about what it returns.
- `cti_get_cross_server_routes`: 67 / 100
  - Minor: Says nothing about what it returns.
- `ir_get_cross_server_routes`: 67 / 100
  - Minor: Says nothing about what it returns.
- `malware_get_cross_server_routes`: 67 / 100
  - Minor: Says nothing about what it returns.
- `vuln_get_cross_server_routes`: 67 / 100
  - Minor: Says nothing about what it returns.
- `vuln_get_template`: 67 / 100
  - Minor: Says nothing about what it returns.
- `vuln_review_brief`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `aidefense_evaluate_program`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `ir_get_template`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `ir_load_context`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `product_load_context`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `product_review_plan`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `rating_get_sheet`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_article`: 70 / 100
  - Major: Says nothing about when to use it, or when not to.
- `product_compare_context`: 72 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `rating_score_writing`: 72 / 100
- `aidefense_cross_map`: 74 / 100
  - Minor: No `required` list, so every argument is optional.
- `assessment_load_context`: 74 / 100
  - Minor: No `required` list, so every argument is optional.
- `cti_load_context`: 74 / 100
  - Minor: No `required` list, so every argument is optional.
- `malware_load_context`: 74 / 100
  - Minor: No `required` list, so every argument is optional.
- `vuln_load_context`: 79 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `aidefense_locate_concept`: 87 / 100

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