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Crawlora MCP

mlb_transactions

Read-only

MLB transactions for a date range.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
team_idNoOptional. Numeric MLB team id.
end_dateYesRequired. Range end in YYYY-MM-DD format.
player_idNoOptional. Numeric MLB player id.
start_dateYesRequired. Range start in YYYY-MM-DD format.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds nothing beyond that and the date-range scope already implied by required params — it does not disclose what counts as a 'transaction' (trades, signings, IL moves), pagination, or result ordering.

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?

A single, front-loaded sentence with no filler. It is efficient, though it errs toward under-specification rather than packing in useful scope detail.

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

Completeness3/5

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

An output schema exists, so return values need not be described, and the schema covers parameters. However, the description is thin for a data-retrieval tool: it never clarifies what a transaction encompasses or how the optional filters behave, leaving an agent to infer scope from the name alone.

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 description coverage is 100%, so the schema already documents all four parameters including the optional team_id and player_id filters, which sets the baseline at 3. The description adds no meaning beyond the schema — it does not mention that team_id/player_id narrow the results.

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?

The description names the resource (MLB transactions) and the scoping dimension (a date range), which is enough to understand the tool's subject. But it lacks a verb and gives no differentiation from adjacent MLB siblings such as mlb_schedule, mlb_team_roster, or sportskeeda_transactions, so an agent cannot tell exactly which transaction data this returns.

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?

There is no guidance on when to use this tool versus alternatives, nor any prerequisite or exclusion. The 'date range' phrasing implies the required inputs but does not state when this tool is the right choice over other MLB endpoints.

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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