# Semantic Hints MCP

> Use this tool when you need to automate browser interactions and require additional semantic context from UI elements. It solves problems of ambiguous element identification by providing compact semantic observations from annotated elements. The tool takes annotated UI elements as input and outputs semantic hints, ideal for use cases where precise element identification is crucial, such as browser automation testing.

Canonical page: https://skillsregistry.net/skills/timotheeiss-semantic-hints-mcp  
JSON: https://api.skillsregistry.net/v1/skills/timotheeiss-semantic-hints-mcp

## Description

A local stdio MCP server that exposes compact semantic observations from UI elements annotated with data-agent-* hints, designed to work alongside the official Playwright MCP for browser automation.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/hes9xo6sjj)
- **Repository:** <https://github.com/timotheeiss/semantic-hints-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": "timotheeiss-semantic-hints-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/timotheeiss-semantic-hints-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/timotheeiss-semantic-hints-mcp/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