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SAMI-CODEAI

Competitive Programming Mentor MCP Server

by SAMI-CODEAI

compare_algorithms

Compare multiple candidate algorithms by analyzing their pros and cons for a given problem, helping you choose the best approach.

Instructions

Compare multiple candidate algorithms in a detailed pros/cons comparison.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
problemYesThe full text of the problem description.
candidatesYesList of candidate algorithm names to compare.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

With no annotations, the description must fully disclose behavior, but it only says 'compare' and 'detailed pros/cons comparison' without specifics on output format, limitations, or edge cases.

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

Conciseness3/5

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

The description is a single concise sentence, but lacks structure or subsections. It could be more informative without being overly long.

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

Completeness2/5

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

Despite an output schema existing, the description does not hint at what the output looks like (e.g., a table, text). For a comparison tool, it is incomplete in guiding the agent on expected results.

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

Parameters3/5

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

Schema coverage is 100%, so the schema already describes both parameters. The description adds 'multiple candidate algorithms' but no further meaningful detail 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 tool compares multiple candidate algorithms with a pros/cons approach. It distinguishes from siblings like choose_best_algorithm (selects one) and analyze_complexity (focuses on complexity).

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?

No guidance on when to use this tool vs alternatives like choose_best_algorithm or suggest_algorithms. The description only states what it does, not when it is appropriate.

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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