# scraper-api-mcp

> scraper-api-mcp — bitterdev-scraper-api-mcp. Use this tool when you need to access structured public web data from social networks and directories, and want to retrieve information such as profiles, posts, and videos via natural language queries. It solves problems related to web data extraction and aggregation by providing a convenient interface to the scraper-api.com API. The tool takes in natural language queries as input and outputs the corresponding structured web data.

Canonical page: https://skillsregistry.net/skills/bitterdev-scraper-api-mcp  
JSON: https://api.skillsregistry.net/v1/skills/bitterdev-scraper-api-mcp

## Description

Enables AI assistants to access structured public web data (profiles, posts, videos, etc.) from social networks and directories via natural language, by forwarding tool calls to the scraper-api.com API.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ccb6xcwnb0)
- **Repository:** <https://github.com/bitterdev/scraper-api-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": "bitterdev-scraper-api-mcp"
    }
  }
}
```

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