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Pytheum MCP

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by pytheum

t_bundle_context

Retrieve events for all markets in a bundle, deduplicated by event_id, using a bundle reference and optional limit.

Instructions

Events paired with any market inside a bundle, deduplicated by event_id.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
bundle_refYes
limitNo
Behavior2/5

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

No annotations provided, so description must disclose behavior. It mentions deduplication but does not state read-only nature, authorization needs, or error handling for invalid bundle_ref.

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?

Single, efficient sentence that conveys core function and a key detail (deduplication). No unnecessary words.

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?

Given the lack of output schema and annotations, the description is too brief. It does not clarify the nature of returned events, ordering, or how to interpret results relative to sibling tools.

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

Parameters1/5

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

Schema coverage is 0% and description adds no meaning to the parameters (bundle_ref and limit). The description does not explain what bundle_ref expects or how limit affects results.

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

Purpose4/5

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

Description clearly states the tool returns events paired with markets in a bundle, with deduplication by event_id. It distinguishes from siblings like t_find_markets and t_market_context by focusing on events from a bundle.

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 like t_event_related_markets. Lacks context on prerequisites or typical use cases.

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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