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Talljack

MCP Server Trending

by Talljack

get_twitter_indie_hackers

Fetch tweets from popular indie hackers and tech influencers to see what successful developers are sharing.

Instructions

Get tweets from popular indie hackers and tech influencers (levelsio, marc_louvion, dannypostmaa, taborsky_, etc.). Use this to see what successful indie hackers are sharing.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of tweets to fetch.
use_cacheNoWhether to use cached data.
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It only states it fetches tweets, but omits whether it is read-only, caching behavior beyond parameter, rate limits, or response format. Minimal useful behavioral context.

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 sentences, no wasted words. The first sentence states the action and scope; the second provides a usage suggestion. Front-loaded and efficient.

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?

With no output schema, the description is adequate for a simple tweet list but lacks detail on response structure. Given the tool's simplicity and two parameters, it is minimally complete but could benefit from mentioning what fields are returned.

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% with descriptions for both parameters (limit, use_cache). The description adds no extra meaning beyond what the schema provides, so 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 tweets from a curated list of indie hackers and tech influencers, with specific handles listed. However, it does not differentiate from sibling tools like get_twitter_tech_tweets or get_twitter_user_tweets, which could cause confusion.

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

Usage Guidelines3/5

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

The description implies usage ('Use this to see what successful indie hackers are sharing') but provides no guidance on when not to use it or alternatives. No exclusions or context for comparison with similar tools.

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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