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BenjisCollector

mcp-arabic-toolkit

strip_tashkeel

Remove Arabic diacritics (tashkeel) and optional tatweel characters from text to produce clean, unmarked Arabic script.

Instructions

Remove Arabic diacritics (tashkeel) and, optionally, the tatweel.

Args: text: The Arabic (or mixed) text to clean. strip_tatweel: Also remove the tatweel character. Defaults to True.

Returns: The text with diacritics (and optionally tatweel) removed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textYes
strip_tatweelNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It does not disclose behavior beyond its main purpose, such as handling of non-Arabic text, idempotency, or performance. It does specify the return value, which adds some transparency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise with a clear docstring format including Args and Returns sections. It is front-loaded with the main purpose. Minor improvement could be merging the first line into the docstring style, but overall well-structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (2 parameters, output schema exists), the description is complete enough. It explains both parameters and the return value, enabling correct usage without additional context. Slightly more detail on edge cases would be beneficial.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 0% description coverage, so the description must add meaning. It explains both parameters: 'text' and 'strip_tatweel' (with default True), and provides a return description, adding significant value beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Remove' and the resource 'Arabic diacritics (tashkeel) and, optionally, the tatweel'. It distinguishes the tool from siblings like count_tokens, detect_dialect, normalise_arabic, and transliterate, which perform different tasks.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description does not explicitly state when to use this tool versus alternatives. It implies use for removing diacritics, but lacks guidance on when not to use or mention of alternative tools, though siblings are sufficiently different.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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