# AI-Assisted Insights Agent

> Use this tool when you need to translate natural language questions into actionable SQL queries and gain data insights from various sources. It solves problems of data accessibility and complexity by providing explainable queries, configurable metrics, and data quality validation. Ideal for use cases involving data analysis, business intelligence, and data-driven decision making, it accepts natural language inputs and outputs accurate SQL queries and data insights.

Canonical page: https://skillsregistry.net/skills/jkelleman-ai-insights-agent  
JSON: https://api.skillsregistry.net/v1/skills/jkelleman-ai-insights-agent

## Description

Translates natural language questions into accurate, explainable SQL queries and data insights. Connects to various data sources including PostgreSQL, Snowflake, BigQuery, and Redshift, providing configurable metric definitions, business glossary mappings, and data quality validation. Features query history tracking, template management, metric comparison tools, and integration examples for Claude Desktop, Jupyter notebooks, and Python applications.

## Trust

- **Trust score (0–1):** 0.91
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/jkelleman-ai-insights-agent)
- **Repository:** <https://github.com/jkelleman/ai-assisted-insights-agent>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jkelleman-ai-insights-agent"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jkelleman-ai-insights-agent` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jkelleman-ai-insights-agent/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt