# LabelBridge MCP

> LabelBridge MCP — studyreadbook4ever-labelbridge-mcp. Use this tool when you need to enable human-in-the-loop semantic labeling for ambiguous data, creating self-contained HTML forms for efficient labeling and securely retrieving results. It solves problems of data ambiguity and inconsistency by leveraging human expertise to improve data quality. Ideal for use cases requiring high-accuracy labeling, such as data enrichment, machine learning model training, and content moderation.

Canonical page: https://skillsregistry.net/skills/studyreadbook4ever-labelbridge-mcp  
JSON: https://api.skillsregistry.net/v1/skills/studyreadbook4ever-labelbridge-mcp

## Description

This MCP server enables human-in-the-loop semantic labeling by creating self-contained HTML forms for ambiguous data and securely retrieving labeled results.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/coa1mhqdph)
- **Repository:** <https://github.com/studyreadbook4ever/labelbridge-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": "studyreadbook4ever-labelbridge-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/studyreadbook4ever-labelbridge-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/studyreadbook4ever-labelbridge-mcp/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