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amichae2

Math MCP Server

by amichae2

simplify

Simplify mathematical expressions algebraically. Provide a SymPy-compatible expression to receive its simplified form.

Instructions

Simplify a mathematical expression algebraically.

Args:
    expression: A SymPy-compatible expression string.
                Examples: "(x**2 - 1)/(x - 1)", "sin(x)**2 + cos(x)**2"

Returns:
    Standard result dictionary containing the simplified expression.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
expressionYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

With no annotations, the description carries full burden. It indicates algebraic simplification (non-destructive) but lacks details on limitations, error cases, or specific behavior (e.g., handling of undefined expressions). It is adequate but not comprehensive.

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

Conciseness5/5

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

The description is short and front-loaded with the purpose. The 'Args' and 'Returns' sections are well-structured, and every sentence adds value without redundancy.

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 (single parameter) and the presence of an output schema (not shown), the description covers the core function. It could mention potential edge cases or failure modes for completeness, but it is largely sufficient.

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?

Schema description coverage is 0%, so the description must supplement. It provides examples ('(x**2 - 1)/(x - 1)', 'sin(x)**2 + cos(x)**2') that clarify the required format, adding value beyond the bare schema. However, it could specify SymPy compatibility more thoroughly.

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 'Simplify a mathematical expression algebraically.' It uses a specific verb ('simplify') and resource ('mathematical expression'), and the algebraic focus distinguishes it from siblings like 'factor', 'expand', or 'solve'.

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

Usage Guidelines2/5

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

The description does not provide any guidance on when to use this tool versus alternatives. It only states the action, leaving the agent to infer usage without explicit context or exclusions.

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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