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timps-swarm

timps-swarm

by Sandeeprdy1729
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

timps_trend_monitor

Monitor keyword spikes across Hacker News, Reddit, GitHub, and Dev.to to identify trend direction, sentiment, and digest summaries.

Instructions

Monitor keywords across Hacker News, Reddit, GitHub, and Dev.to for spikes in interest. Returns trend direction, sentiment, and a digest summary.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "keywords": "<keywords>"
    },
    "name": "timps_trend_monitor"
  }
}

Input Schema

NameRequiredDescriptionDefault
sourcesNoOptional: specific sources to watch
keywordsYesKeywords to track

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv2.2.1

TDQS

A4/5.0
Behavior3/5

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

No annotations are provided, so the description must convey the behavioral profile. It communicates a read-style monitoring operation and names the return fields, which is helpful. It does not disclose whether there are side effects, permissions required, time windows observed, rate limits, or how 'spikes' are determined.

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 entire description is a single, front-loaded sentence that conveys the core responsibility and return value without redundant detail. Every phrase adds 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 simple two-parameter tool with no output schema, the description gives enough context about inputs, scope, and outputs. It stops short of explaining digest content, time ranges, or threshold behavior, but these are not severe gaps given the tool's simplicity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema already covers both parameters clearly, but the description adds meaning by enumerating the default tracked sources and stating what kinds of results are returned. It could be stronger by mentioning allowed values for 'sources' or the expected format of keywords, but the overall semantics are already useful.

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?

The description uses a specific verb ('Monitor'), names distinct content sources (Hacker News, Reddit, GitHub, Dev.to), and states concrete outputs (trend direction, sentiment, digest summary). It is easy to distinguish from sibling tools like timps_web_search or timps_research_agent, which are broader.

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 intended use case is implied: watch keywords across developer-centric communities for spikes in interest. However, it does not explicitly say when to choose this tool over alternatives or when not to use it, and the large sibling list includes other research/monitoring tools that overlap without clear differentiation.

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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