Skip to main content
Glama

analyze_task_complexity

Analyzes task descriptions to automatically recommend the most efficient tool (The Router) and route requests to the optimal strategy, improving execution performance.

Instructions

Analyzes a task to recommend the most efficient tool (The Router).

Args:
    task_description: The user's prompt or task.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
task_descriptionYes
Behavior2/5

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

No annotations present, so description must disclose behavior. It does not state if the tool is read-only, has side effects, or any rate limits. Only says 'analyzes and recommends', which implies but does not confirm safety.

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?

Very short, but missing critical information like output format. Not concise in a helpful way; it is under-specified.

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?

With 0% schema coverage, no output schema, and no annotations, the description lacks context. Does not explain return value or how the recommendation is presented.

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

Parameters2/5

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

Schema description coverage is 0%. The description only repeats the parameter name and type without adding meaning, format, or examples. No value over schema.

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

Purpose3/5

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

Description states it analyzes a task and recommends a tool, but 'The Router' is ambiguous and not defined. It distinguishes from siblings in that it's a meta-tool, but specificity is low.

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 versus alternatives. Does not mention prerequisites or context for optimal use.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/4rgon4ut/sutra'

If you have feedback or need assistance with the MCP directory API, please join our Discord server