AgentIndex icon
AgentIndex
linkedin-applicants-mcp logo
linkedin-applicants-mcp
★ 24
vs
cloakbrowser-mcp logo
cloakbrowser-mcp
★ 169

linkedin-applicants-mcp vs cloakbrowser-mcp

linkedin-applicants-mcp: 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.; cloakbrowser-mcp: cloakbrowser-mcp is a Model Context Protocol (MCP) server that enables browser automation using the Playwright MCP framework with the CloakBrowser Chromium binary. It provides Playwright-compatible tools through a thin bridge for npm and Docker users over stdio or Streamable HTTP.

01

TL;DR

linkedin-applicants-mcp logo
linkedin-applicants-mcpBrowser Automation · ★ 24

Bulk export of job applications and resumes that LinkedIn's dashboard lacks.

Read linkedin-applicants-mcp full review →
cloakbrowser-mcp logo
cloakbrowser-mcpBrowser Automation · ★ 169

Automating web interactions for AI agents

Read cloakbrowser-mcp full review →
02

Side-by-Side Comparison

Field
linkedin-applicants-mcp logolinkedin-applicants-mcp
cloakbrowser-mcp logocloakbrowser-mcp
Category
Browser Automation
Browser Automation
Stars
★ 24
★ 169
License
MIT
MIT
Install Command
git clone https://github.com/meskhetian/linkedin-applicants-mcp.git && cd linkedin-applicants-mcp && npm install && npm run build
docker pull swimmwatch/cloakbrowser-mcp:latest && docker run --rm --init -i swimmwatch/cloakbrowser-mcp:latest
Updated
1w ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Browser Automation, LinkedIn Scraper, Job Applicant Export
Model Context Protocol, Browser Automation, Playwright
03

Features

linkedin-applicants-mcp logolinkedin-applicants-mcp
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.
cloakbrowser-mcp logocloakbrowser-mcp
01Runs Playwright MCP with CloakBrowser Chromium
02Provides Playwright-compatible browser automation tools
03Supports npm and Docker deployment
04Thin bridge architecture for minimal overhead
05Flexible transport via stdio or Streamable HTTP
04

Use Cases

linkedin-applicants-mcp logolinkedin-applicants-mcp
↳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.
cloakbrowser-mcp logocloakbrowser-mcp
↳Automating web interactions for AI agents
↳Web scraping and data extraction with a robust browser
↳Integrating browser control into Model Context Protocol applications
↳Developing automated testing suites for web applications
FAQ

FAQ

What is the difference between linkedin-applicants-mcp and cloakbrowser-mcp?
Both linkedin-applicants-mcp and cloakbrowser-mcp are in the Browser Automation category. linkedin-applicants-mcp has 24 stars, while cloakbrowser-mcp has 169 stars.
Which is better, linkedin-applicants-mcp or cloakbrowser-mcp?
The best choice depends on your use case. Choose linkedin-applicants-mcp if Bulk export of job applications and resumes that LinkedIn's dashboard lacks., and cloakbrowser-mcp if Automating web interactions for AI agents.
Is linkedin-applicants-mcp free or open source?
Yes, linkedin-applicants-mcp is open source on GitHub (MIT).
Is cloakbrowser-mcp free or open source?
Yes, cloakbrowser-mcp is open source on GitHub (MIT).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to linkedin-applicants-mcp →Alternatives to cloakbrowser-mcp →linkedin-applicants-mcp details →cloakbrowser-mcp details →