How do I install the Qveris skill?

Run npx skillmds@latest add hqman/qveris in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Qveris safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: makes network calls. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Qveris?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Qveris free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Qveris?

hqman (@hqman) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Qveris by hqman — Agent Skill

Name: Qveris
Rating: 4.2 (5 reviews)
Author: hqman

Qveris

Search and execute dynamic tools via QVeris API. Use when needing to find and call external APIs/tools dynamically (weather, search, data retrieval, stock trading analysis, etc.). Requires QVERIS_API_KEY environment variable.

hqman 681273e 5 files · 6.4 KB Updated Sep 9, 2026

File contents

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:

QVERIS_API_KEY - Get from https://qveris.ai

Quick Start

Search for tools

uv run scripts/qveris_tool.py search "weather forecast API"

Execute a tool

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

Script Usage

scripts/qveris_tool.py <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: 5)
  --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)
  --json             Output raw JSON instead of formatted display

Workflow

Search: Describe the capability needed (not specific parameters)
- Good: "weather forecast API"
- Bad: "get weather for London"
Select: Review tools by success_rate and avg_execution_time
Execute: Call tool with tool_id, search_id, and parameters

Example Session

# Find weather tools
uv run scripts/qveris_tool.py search "current weather data"

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

Use Cases

Weather Data: Get current weather, forecasts for any location
Stock Market: Query stock prices, historical data, earnings calendars
Search: Web search, news retrieval
Data APIs: Currency exchange, geolocation, translations
And more: QVeris aggregates thousands of API tools

---name: qverisdescription: Search and execute dynamic tools via QVeris API. Use when needing to find and call external APIs/tools dynamically (weather, search, data retrieval, stock trading analysis, etc.). Requires QVERIS_API_KEY environment variable.--- # 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: - `QVERIS_API_KEY` - Get from https://qveris.ai ## Quick Start ### Search for tools ```bash uv run scripts/qveris_tool.py search "weather forecast API" ``` ### Execute a tool ```bash uv run scripts/qveris_tool.py execute openweathermap_current_weather --search-id <id> --params '{"city": "London", "units": "metric"}' ``` ## Script Usage ``` scripts/qveris_tool.py <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: 5) --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) --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 ```bash # Find weather tools uv run scripts/qveris_tool.py search "current weather data" # Execute with returned tool_id and search_id uv run scripts/qveris_tool.py execute openweathermap_current_weather \ --search-id abc123 \ --params '{"city": "Tokyo", "units": "metric"}' ``` ## Use Cases - **Weather Data**: Get current weather, forecasts for any location - **Stock Market**: Query stock prices, historical data, earnings calendars - **Search**: Web search, news retrieval - **Data APIs**: Currency exchange, geolocation, translations - **And more**: QVeris aggregates thousands of API tools

Frequently asked questions