# ToolSnap MCP (app.toolsnap/toolsnap-mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/app.toolsnap%2Ftoolsnap-mcp/versions/latest)
- Connected to: https://mcp.toolsnap.app/mcp
- Homepage: https://mcp.toolsnap.app/
- Repository: https://github.com/ToolSnap-app/toolsnap-mcp
- Scoring rules: v2
- Tools: 17
- Average: 60.1 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how ToolSnap MCP (app.toolsnap/toolsnap-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.

## Across the server

- Minor: The server's instructions are 2383 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

- `task_recipes`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `screenshot_url`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: url.
- `html_to_markdown`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `pdf_text_extract`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `remove_background`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: image_url.
- `keyword_research`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The meaning of the boolean argument include_suggestions is unclear.
- `fetch_html`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `tool_catalog`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `rss_parse`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `sitemap_parse`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `pricing`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `csv_query`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `json_query`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `fetch_metadata`: 70 / 100
- `memory_snippet`: 70 / 100
- `use_tool`: 70 / 100
- `fetch_extract`: 80 / 100

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