# FireScrape MCP Server

> Use this tool when you need to leverage web search capabilities and scrape webpage content for AI model training or analysis. It solves problems related to information gathering, code debugging, and content analysis by providing markdown-formatted webpage content and local file browsing. The tool takes search queries and file paths as inputs and outputs scraped webpage content and code analysis results.

Canonical page: https://skillsregistry.net/skills/aasm3535-firescrape-mcp  
JSON: https://api.skillsregistry.net/v1/skills/aasm3535-firescrape-mcp

## Description

Enables AI models to search the web using DuckDuckGo, scrape webpage content in markdown format, and browse/read local files for code analysis and debugging.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-07-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/f80p0ksqod)
- **Repository:** <https://github.com/sqweeet/firescrape-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": "aasm3535-firescrape-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aasm3535-firescrape-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aasm3535-firescrape-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