# RedBison (dev.redbison/mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/dev.redbison%2Fmcp/versions/latest)
- Connected to: https://mcp.redbison.dev
- Homepage: https://redbison.dev/mcp
- Scoring rules: v2
- Tools: 82
- Average: 59.2 / 100 (Cloudy)
- Near-identical pairs: 3

This page shows how RedBison (dev.redbison/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

- Major: 82 tools. Above 40, models choose less accurately.

## Tools

- `url_decode`: 36 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: text.
  - Minor: String arguments with no constraint or example: text.
- `url_encode`: 36 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: text.
  - Minor: String arguments with no constraint or example: text.
- `base64_decode`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: text.
  - Minor: String arguments with no constraint or example: text.
- `base64_encode`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: text.
  - Minor: String arguments with no constraint or example: text.
- `slugify`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: text.
  - Minor: String arguments with no constraint or example: text.
- `json_validate`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: text.
  - Minor: String arguments with no constraint or example: text.
- `json_format`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: text.
  - Minor: String arguments with no constraint or example: text.
- `case_convert`: 49 / 100
  - Major: Arguments without a description: text, style.
  - Minor: String arguments with no constraint or example: text.
- `html_beautify`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: html.
- `remove_empty_lines`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: text.
- `xml_beautify`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: xml.
- `yaml_beautify`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: yaml.
- `regex_test`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: pattern, text.
  - Minor: String arguments with no constraint or example: pattern, flags, text.
- `remove_extra_spaces`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: text.
- `random_email`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `random_name`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `color_convert`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `comma_to_lines`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: text.
- `epoch_convert`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `escape_characters`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: text.
- `find_duplicate_entries`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `hash`: 57 / 100
  - Minor: Arguments without a description: text.
  - Minor: String arguments with no constraint or example: text.
- `ip_convert`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `json_to_yaml`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `list_compare`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `mime_lookup`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `readability`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `remove_duplicate_lines`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: It may be destructive, but destructiveHint is not set.
- `sql_beautify`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: sql.
- `text_diff`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: a, b.
- `user_agent_parse`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `yaml_to_json`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: yaml.
- `compound_interest`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `gitignore_generate`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `hmac`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: key.
- `lorem_ipsum`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `markdown_table`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `morse_code`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `password_generate`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `simple_interest`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `chmod_convert`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `list_categories`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `ascii_art_text`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `bcrypt_verify`: 62 / 100
  - Minor: String arguments with no constraint or example: password.
- `contrast_check`: 62 / 100
  - Minor: String arguments with no constraint or example: foreground, background.
- `csv_to_json`: 62 / 100
  - Minor: String arguments with no constraint or example: text, delimiter.
- `date_diff`: 62 / 100
  - Minor: String arguments with no constraint or example: from, to.
- `get_tool`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: The name is made of generic words only.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `js_beautify`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `json_to_csv`: 62 / 100
  - Minor: String arguments with no constraint or example: delimiter.
- `jwt_decode`: 62 / 100
  - Minor: String arguments with no constraint or example: token.
- `lines_to_comma`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: text.
- `list_calculators`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `run_calculator`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `tsv_parse`: 62 / 100
  - Minor: String arguments with no constraint or example: text.
- `nato_phonetic`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `utm_build`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `barcode_check_digit`: 64 / 100
- `css_beautify`: 64 / 100
- `docker_run_to_compose`: 64 / 100
- `emi_calculate`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `hash_compare`: 64 / 100
  - Minor: String arguments with no constraint or example: a, b.
- `help`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `redirect_rules`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `subnet_calculator`: 64 / 100
- `uuid_generate`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `word_count`: 65 / 100
- `cron_build`: 66 / 100
  - Minor: No `required` list, so every argument is optional.
- `health`: 66 / 100
- `bmi_calculate`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cron_validate`: 67 / 100
- `css_gradient`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `http_status`: 67 / 100
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
- `random_number`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `timezone_convert`: 67 / 100
- `toml_convert`: 67 / 100
  - Minor: The meaning of the boolean argument sort_keys is unclear.
- `color_palette`: 69 / 100
- `bcrypt_hash`: 70 / 100
- `curl_to_code`: 70 / 100
- `json_schema_validate`: 70 / 100
  - Major: Says nothing about when to use it, or when not to.
- `password_strength`: 72 / 100
- `search_tools`: 75 / 100

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