# Gralio

> Use this tool when you need to conduct thorough software research without the noise of web searches, providing access to a comprehensive database of SaaS reviews, pricing data, and competitor alternatives through the Gralio MCP endpoint. It solves problems of information overload and biased search results, offering detailed insights on software products, including user sentiment, funding, and feature information. Ideal for use cases requiring data-driven software comparisons and informed decision-making.

Canonical page: https://skillsregistry.net/skills/gralio  
JSON: https://api.skillsregistry.net/v1/skills/gralio

## Description

Turn your LLM into the ultimate software research assistant—free from polluted web searches and marketing noise. All accessible via our free Gralio MCP endpoint.

📊 Data Highlights
Our comprehensive database includes:

3M+ SaaS Reviews - In-depth user feedback and sentiment analysis
Detailed Pricing Data - Comprehensive pricing tiers and feature breakdowns
Competitor Alternatives - Identify and compare alternative solutions
Company Funding & Growth - Track investment rounds and growth trajectories
User Sentiment Scores - Aggregated sentiment from across the web
Functional Feature Info - Granular details on product capabilities

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-04-25

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/gralio)
- **Repository:** <https://github.com/tymonte/gralio-mcp>

## 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": "gralio"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/gralio` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/gralio/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