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DanielTomaro13

sportsdata-mcp

twitter_users

Retrieve Twitter user profiles and public metrics by providing numeric user IDs. Supports batch lookup of up to 100 accounts.

Instructions

Batch account lookup by numeric ids (up to 100).

Returns: {data:[{id, username, name, public_metrics}]}

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idsYes
user_fieldsNousername,name,public_metrics
Behavior3/5

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

No annotations, so description must cover behavior. Mentions batch limit and return fields, but omits authentication needs, rate limits, and error handling. Adequate but not comprehensive.

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?

Two concise sentences, front-loaded with key action and constraints. No wasted words.

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

Completeness4/5

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

With no annotations or output schema, description provides essential info: operation, limit, and return structure. Lacks explanation of user_fields parameter, but overall sufficient for agent to use correctly.

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 0%, description explains 'ids' are numeric and limit 100, but ignores 'user_fields' parameter. Partially compensates for schema gaps.

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?

Clearly states 'Batch account lookup by numeric ids (up to 100)' – specific verb (lookup), resource (accounts), and limit. Distinguishes from sibling tools like twitter_user (single) and twitter_users_by_usernames (by usernames).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly indicates batch lookup and id type, implying when to use. Does not list exclusions or alternatives, but sibling context provides enough guidance.

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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