# Grounding Enforcer

> Use this tool when you need to validate the accuracy of model-generated content and ensure transparency in sourcing. The Grounding Enforcer takes in model output and checks it against retrieved sources, flagging unverifiable claims, statistics, attributions, quotes, and URLs. It provides output in the form of flagged inconsistencies, helping to solve problems related to misinformation and lack of credibility in AI-generated content.

Canonical page: https://skillsregistry.net/skills/steveswain14-mcp-grounding-enforcer  
JSON: https://api.skillsregistry.net/v1/skills/steveswain14-mcp-grounding-enforcer

## Description

A standalone MCP server that validates model output against retrieved sources. It flags any claim, statistic, attribution, quote, or URL that cannot be traced back to a real source.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/g0xs1pnp8m)
- **Repository:** <https://github.com/steveswain14/mcp-grounding-enforcer>

## 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": "steveswain14-mcp-grounding-enforcer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/steveswain14-mcp-grounding-enforcer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/steveswain14-mcp-grounding-enforcer/pull`

---
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