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amerilain

polymarket-mcp

by amerilain

market_narratives

Group prediction market events by shared themes to reveal underlying narratives and trends.

Instructions

Cluster Polymarket events by theme/narrative

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of events to analyze (default 50)
Behavior2/5

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 only states the action 'Cluster' without disclosing whether it is a read-only analysis, side effects, or authentication requirements. Behavioral context is minimal.

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 extremely concise (3 words) and front-loaded with the verb. While very short, it is not wasteful, though it could be slightly expanded for clarity without losing conciseness.

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?

The tool has no output schema, and the description does not specify what the tool returns (e.g., clusters, categories, counts). Given the lack of output documentation, the description is incomplete for an agent to fully understand the tool's behavior.

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?

The only parameter 'limit' is fully documented in the schema with description, type, and default. The tool description adds no additional semantic context for the parameter.

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 uses a specific verb 'Cluster' and clearly identifies the resource 'Polymarket events' and the criterion 'by theme/narrative'. This distinguishes it from siblings like 'detect_volume_spikes' or 'list_events'.

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 implies usage for thematic grouping but does not explicitly state when to use this tool versus alternatives like 'list_events' or 'search_markets'. No when-not or alternatives are mentioned.

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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