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BACH-AI-Tools

Real Time News Data MCP Server

topic_headlines

Retrieve news headlines for a specific topic or publication, with options to limit results and filter by country and language.

Instructions

Get the latest news headlines for a topic (World, Sports, Technology, etc) or publication (e.g. CNN, BBC, etc).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicYesTopic or publication for which to get news headlines. Available topics: WORLD NATIONAL BUSINESS TECHNOLOGY ENTERTAINMENT SPORTS SCIENCE HEALTH In addition, topic / publication IDs are also accepted and can be taken from a News topic URL as it appears after the topics/ or publications/ path part (e.g. Football Topic - /topics/CAAqJQgKIh9DQkFTRVFvSUwyMHZNREoyZURRU0JXVnVMVWRDS0FBUAE)
limitNoMaximum number of news articles to return. Default: 500 Allowed values: 1-500500
countryNoCountry code. See all available country codes. Default: US
langNoThe language to use for the results, specified as a 2-letter language code - see ISO 639-1 alpha-2. Default: en
Behavior2/5

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

Without annotations, the description should disclose behavioral traits. It implies a read-only operation but does not mention rate limits, authentication needs, error handling, or return format. It partially covers topic ID format, but overall insufficient transparency for a news API tool.

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?

The description is a single, front-loaded sentence with no wasted words. It efficiently conveys the core purpose.

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 absence of an output schema, the description should explain the return structure (e.g., list of headlines, fields). It does not. Also, it lacks context on error scenarios or differentiation from the five sibling tools.

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 parameters. The tool's description adds minimal extra value (e.g., listing example topics) but duplicates schema content. Baseline 3 is appropriate.

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?

The description clearly states the tool retrieves news headlines for a topic or publication. It specifies the verb 'get' and the resource 'news headlines', and differentiates by scope (topic/publication), but does not explicitly distinguish from sibling tools like 'search' or 'top_headlines'.

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 is provided on when to use this tool versus alternatives (e.g., search, top_headlines). The description does not include conditions, prerequisites, or exclusions.

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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