# Ground Truth

> Use this tool when you need to verify the accuracy and reliability of AI agent outputs, ensuring endpoint, pricing, compliance, security, and claim checks are in place. It solves problems related to data integrity, regulatory compliance, and security threats by providing a robust verification layer. Ideal for use cases where high-stakes decisions are made based on AI-generated data, Ground Truth validates inputs and outputs to guarantee trustworthy results.

Canonical page: https://skillsregistry.net/skills/io-github-anish632-ground-truth  
JSON: https://api.skillsregistry.net/v1/skills/io-github-anish632-ground-truth

## Description

Verification layer for AI agents: endpoint, pricing, compliance, security, and claim checks.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 0.4.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-05-03

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.anish632%2Fground-truth)
- **Repository:** <https://github.com/anish632/ground-truth-mcp>

## Use it

MCP endpoint published by the skill: `https://ground-truth-mcp.anishdasmail.workers.dev/mcp`

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": "io-github-anish632-ground-truth"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-anish632-ground-truth` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-anish632-ground-truth/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