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Hacker News (Live)

live_hacker_news

Live Hacker News data from the official Firebase API: top, new and best story lists with scores and comment counts, or the full detail of any item id. Fresh from the source — no scraping, cached a few minutes. Use this when an agent needs to top/new/best stories or any item, via the API. x402 price $0.02/call (USDC, eip155:8453).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesItem id
limitYesLimit
scopeYesScope

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.3/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It does disclose genuinely useful operational facts — data is pulled live from the source with no scraping, results are cached a few minutes, and each call costs $0.02 USDC on eip155:8453 — which is real payment/auth context. However it says nothing about error behaviour, rate limits, or what happens when an id does not exist.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The purpose is front-loaded and the pricing/caching note earns its place, but the third sentence is pure redundancy of the first and could be deleted with no loss. The remaining prose is a long em-dash run-on rather than cleanly separated facts.

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?

There is no output schema and no annotations, so the description must compensate. It sketches what lists return (scores, comment counts) and that item scope returns full detail, plus cost and freshness, but it leaves the shape of the item payload and failure modes unspecified — adequate but with clear gaps for a paid, mutating-free data tool.

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 100% and the enum already lists top/new/best/item, so the structured data does the heavy lifting. The description adds only the semantic link between the four scopes and their outputs ('lists with scores and comment counts' vs 'full detail of any item id'); it says nothing about the meaning or bounds of 'limit' or the expected form of 'id'.

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?

It names a specific resource (Hacker News via the official Firebase API) and enumerates the exact operations: top/new/best story lists and full item detail by id. An agent can distinguish this from near neighbours like live_web_search or dev_feed_parser without opening the schema.

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?

The sentence 'Use this when an agent needs to top/new/best stories or any item, via the API' merely restates the purpose already stated in the first sentence. No alternative tool is named (e.g. live_web_search for general text queries) and no exclusion condition is given, so the agent gets no routing help.

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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