# Headless Lead Scraping MCP Server

> Headless Lead Scraping MCP Server — imshibaji-leads-scrapper-mcp. Use this tool when you need to extract leads from the public web in real-time, without relying on search API keys. It solves the problem of efficient lead research by utilizing Google Maps and web search engines, coupled with LLM-based extraction and crawling capabilities. The tool takes in search queries as input and outputs locally stored and exportable leads, making it ideal for use cases where rapid lead generation is crucial.

Canonical page: https://skillsregistry.net/skills/imshibaji-leads-scrapper-mcp  
JSON: https://api.skillsregistry.net/v1/skills/imshibaji-leads-scrapper-mcp

## Description

MCP server for real-time public-web lead research without search API keys, using Google Maps and web search engines with LLM-based extraction, crawling, and local lead storage/export.

## Trust

- **Trust score (0–1):** 0.68
- **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/vdb79o7h8m)
- **Repository:** <https://github.com/imshibaji/leads-scrapper-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": "imshibaji-leads-scrapper-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/imshibaji-leads-scrapper-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/imshibaji-leads-scrapper-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