How do I install the Qveris skill?

Run npx skillmds@latest add demerzels-lab/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?

SkillMD's automated safety review verdict for this skill is CAUTION. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: executes scripts, makes network calls, reads secrets. 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?

Demerzels-lab (@demerzels-lab) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Qveris by demerzels-lab — Agent Skill

Name: Qveris
Rating: 4.2 (5 reviews)
Author: Demerzels-lab

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: Discovers and invokes external APIs and tools dynamically through the QVeris service, covering weather, search, stock data, and more.---# QVeris Tool Search & ExecutionQVeris provides dynamic tool discovery and execution - search for tools by capability, then execute them with parameters.## SetupRequires environment variable:- `QVERIS_API_KEY` - Get from https://qveris.ai## Quick Start### Search for tools```bashuv run scripts/qveris_tool.py search "weather forecast API"```### Execute a tool```bashuv 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 parametersOptions: --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```## Workflow1. **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 toolsuv run scripts/qveris_tool.py search "current weather data"# Execute with returned tool_id and search_iduv 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

Qveris