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HuggingFace Trending Models (hftrendingwatch)

data_session_fund

Idempotent

Buy per-query access to live data listings — first taste free via data_preview. Listing: HuggingFace Trending Models (hftrendingwatch) (0.01 USDC/query). Platform-executes funding so you can data_session_query.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
session_idYesUUID of a data session you opened (from data_session_open).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already cover the safety profile (idempotentHint=true, destructiveHint=false, openWorldHint=false). The description adds genuinely useful context — 'Platform-executes funding' (no manual transaction) and pricing (0.01 USDC/query) — but the hardcoded 'HuggingFace Trending Models (hftrendingwatch)' listing reads as if the tool is listing-specific, which is potentially misleading, and no auth/account prerequisites are stated.

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?

Front-loads the core purpose and stays short, with no redundant sentences. The dash-and-parenthetical fragments make it slightly choppy, but every element (free preview, price, follow-on query) carries information.

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?

For a single-parameter payment action with no output schema, the description supplies purpose, cost, the free alternative, and the downstream step. It stops short of describing what the funding call returns (e.g., confirmation/balance) or the relationship to the other two funding-route siblings.

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?

Only one parameter (session_id) and schema description coverage is 100%, so the schema already carries the semantics, including the pointer back to data_session_open. The description adds nothing about the parameter, matching the baseline 3 for full schema coverage.

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?

States a concrete verb+resource ('Buy per-query access to live data listings') and names the downstream tool (data_session_query) and the free alternative (data_preview). However, it does not distinguish itself from the similarly named siblings data_session_funding_package and data_session_attach_escrow, leaving some ambiguity about which funding route to pick.

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?

Gives clear context: use data_preview for the free taste, and this tool to enable data_session_query. It implies the ordering but never explicitly says 'use this only after data_session_open' nor when to prefer the funding_package/attach_escrow siblings, so exclusions are incomplete.

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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