# MolmoWeb MCP Server

> Use this tool when you need to automate web interactions with precision, leveraging AI-driven vision and natural language processing to execute complex tasks. It solves problems such as automating data extraction, form filling, and other web-based workflows by integrating browser control with predictive models. The tool takes natural language instructions as input and outputs orchestrated browser actions, making it ideal for use cases requiring autonomous web automation.

Canonical page: https://skillsregistry.net/skills/arashnasr-molmoweb-mcp  
JSON: https://api.skillsregistry.net/v1/skills/arashnasr-molmoweb-mcp

## Description

Enables autonomous web automation through Playwright browser control integrated with MolmoWeb's vision model for pixel-level action prediction. Supports end-to-end task execution via an orchestrator LLM that decomposes natural language instructions into browser actions.

## Trust

- **Trust score (0–1):** 0.94
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/v09uia1qj2)
- **Repository:** <https://github.com/ArashNasr/molmoweb-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": "arashnasr-molmoweb-mcp"
    }
  }
}
```

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