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qverisai

// Search and execute dynamic tools via QVeris API. Use when needing to find and call external APIs/tools dynamically — covers weather, search, stocks, finance, economics, geolocation, AIGC, news, social media, health data, and thousands more. Requires QVERIS_API_KEY environment variable.

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updated:March 4, 2026
SKILL.mdreadonly
SKILL.md Frontmatter
nameqverisai
descriptionSearch and execute dynamic tools via QVeris API. Use when needing to find and call external APIs/tools dynamically — covers weather, search, stocks, finance, economics, geolocation, AIGC, news, social media, health data, and thousands more. Requires QVERIS_API_KEY environment variable.
envQVERIS_API_KEY
requirements[object Object]
credentials[object Object]
auto_invoketrue
sourcehttps://qveris.ai
examplesShow me current weather in Tokyo,Search for latest tech news,Check Tesla stock price,Analyze Apple's financial data,What is the US GDP growth rate,Generate an image of a sunset over mountains,Get trending topics on Twitter,Find clinical trials for diabetes treatment

QVeris Tool Search & Execution

QVeris provides dynamic tool discovery and execution - search for tools by capability, then execute them with parameters.

Setup

Requires environment variable:

No additional dependencies — uses Node.js built-in fetch.

Security

  • Credential: Only QVERIS_API_KEY is accessed. No other env vars or secrets are read.
  • Network: API key is sent only to https://qveris.ai/api/v1 over HTTPS. No other endpoints are contacted.
  • Storage: The key is never logged, cached, or written to disk.
  • Recommendation: Use a scoped, revocable API key. Monitor usage at https://qveris.ai.

Quick Start

Search for tools

node scripts/qveris_tool.mjs search "weather forecast API"

Execute a tool

node scripts/qveris_tool.mjs execute openweathermap_current_weather --search-id <id> --params '{"city": "London", "units": "metric"}'

Script Usage

node scripts/qveris_tool.mjs <command> [options]

Commands:
  search <query>     Search for tools matching a capability description
  execute <tool_id>  Execute a specific tool with parameters

Options:
  --limit N          Max results for search (default: 10)
  --search-id ID     Search ID from previous search (required for execute)
  --params JSON      Tool parameters as JSON string
  --max-size N       Max response size in bytes (default: 20480)
  --timeout N        Request timeout in seconds (default: 30 for search, 60 for execute)
  --json             Output raw JSON instead of formatted display

Workflow

  1. Search: Describe the capability needed (not specific parameters)

    • Good: "weather forecast API"
    • Bad: "get weather for London"

  2. Select: Review tools by success_rate and avg_execution_time

  3. Execute: Call tool with tool_id, search_id, and parameters

Example Session

# Find weather tools
node scripts/qveris_tool.mjs search "current weather data"

# Execute with returned tool_id and search_id
node scripts/qveris_tool.mjs execute openweathermap_current_weather \
  --search-id abc123 \
  --params '{"city": "Tokyo", "units": "metric"}'

Use Cases

  • Weather: Get current weather, forecasts for any location
  • Search: Web search, information retrieval
  • Stocks & Finance: Query stock prices, historical data, earnings calendars
  • Economics: GDP, inflation rates, economic indicators
  • Geolocation: IP lookup, geocoding, reverse geocoding
  • AIGC: Image generation, text-to-speech, AI content creation
  • News: Headlines, article search, trending topics
  • Social Media: Trending topics, post analytics, engagement data
  • Health Data: Clinical trials, drug info, health statistics
  • And more: QVeris aggregates thousands of API tools