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linkedin-applicants-mcp
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linkedin-applicants-mcp

Active·★ 24·MIT·Updated 2026-10-10

This tool automates the export of LinkedIn job applicants, including their details, resumes, and profiles, by interacting with the LinkedIn hiring dashboard like a human. It stores all extracted data locally in an SQLite database and provides a web dashboard for review and export to CSV/JSON.

#Browser Automation#LinkedIn Scraper#Job Applicant Export#Model Context Protocol (MCP)#Node.js#SQLite
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Guides
#Data Extraction
$ Install
$ git clone https://github.com/meskhetian/linkedin-applicants-mcp.git && cd linkedin-applicants-mcp && npm install && npm run build
↗ Visit site★ GitHub
01

Features

01Exports comprehensive applicant data (lists, details, resumes, full profiles).
02Mimics human browsing patterns and pacing to avoid LinkedIn restrictions.
03Stores all data locally in an SQLite database for instant querying and persistence.
04Provides a local, read-mostly web dashboard for browsing, filtering, and exporting data.
05Integrates with various Model Context Protocol (MCP) clients like Claude, Codex, and Cursor.
02

Compatibility

Node.js
Runtime
Verified via docs
Google Chrome
Browser
Verified via docs
MacOS
OS
Verified via docs
Linux
OS
Verified via docs
Windows
OS
Verified via docs
Model Context Protocol (MCP)
Integration
Verified via docs
03

Quick start

1
$ git clone https://github.com/meskhetian/linkedin-applicants-mcp.git
2
$ cd linkedin-applicants-mcp
3
$ npm install
4
$ npm run build
04

Use cases

↳Bulk export of job applications and resumes that LinkedIn's dashboard lacks.
↳Efficiently manage and review thousands of applicants across open and closed jobs.
↳Prepare applicant data for import into Applicant Tracking Systems (ATS) like Ashby or Greenhouse.
↳Conduct read-only analysis of applicant data without triggering LinkedIn's automation detection.
05

Alternatives

⚡Top VS:
VSwigolo★5.5k→VSPyScrappy★263→VSplaywright-mcp★38.5k→

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meskhetian /
linkedin-applicants-mcp
↗

MCP server that exports your LinkedIn job applicants (lists, resumes, profiles) through your own Chrome, paced like a person, with a local dashboard

24MIT
Last commit1w ago
StatusActive
CategoryBrowser Automation
Links
Documentation↗Discussion↗Issues↗Releases↗
Cloud Infrastructure
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