"JCB" matching MCP servers:

Enables monitoring of job postings by keyword, returning companies currently advertising those roles enriched with firmographics and LinkedIn URLs via Apify.

Enables searching and scraping job postings from supported sites via Playwright, extracting details, registering them to a Notion database with deduplication, and sending tiered collection summaries to Discord.

This MCP server lets AI assistants search job listings on Taiwan's 104 Job Bank, read full job details, and prepare applications with human-in-the-loop confirmation before final submission.

Smart Job Apply MCP is an open-source Python MCP server that helps AI agents automate job hunting using browser automation and Playwright. It supports job discovery across 8 job portals, job relevance scoring, intelligent application form autofill, resume uploads, duplicate application prevention, and application tracking. It can also assist with recruiter outreach through Gmail MCP integration an

Uses FastMCP and Playwright to search and filter jobs on Boss Zhipin, with login via QR code and filtering by keywords and publish date.

MCP server for combined multi-portal job search, connecting StepStone, Arbeitnow, Remotive, and We Work Remotely, with robust error isolation and markdown reports. It respects portal restrictions and avoids scraping protected services.

A local-first MCP server that lets any MCP agent drive a job-search cockpit: scan for roles, inspect and click/type in your real logged-in Chrome tabs via a built-in extension, capture postings, gate eligibility, pre-fill applications without ever submitting, record and replay browser workflows, and store local memory facts — all over loopback stdio with no API keys or cloud.

Searches job listings from Taiwanese job boards (104 and Yourator) and returns normalized results.

Enables an MCP-capable coding agent to run a local-first job search: recording verified opportunities in a private SQLite tracker, tracking follow-ups and outcomes, and preparing evidence-based resumes, application answers, and outreach drafts. It keeps all personal data on the user's machine and stops before submitting applications, uploading documents, or contacting anyone.

Enables AI assistants to search Naukri.com for remote jobs and side gigs, score and rank matches against the user's resume, pull full job details, and draft outreach or apply only to jobs the user approves.

An AI-powered job search and application assistant that enables multi-source job hunting, OpenAI matching, cover letter generation, and hybrid application automation via Playwright, Chrome CDP, screen OCR, and manual assist.

Searches LinkedIn for job posts, filters out non-vacancies and out-of-market roles, and provides a local dashboard to triage and rate the remaining openings.

Enables AI agents to discover postings from watched company boards ranked by keyword fit, tailor and fact-check resumes against a source-cited profile, render ATS-readable PDFs, submit applications through the user's own browser, and track replies and follow-ups. All ranking, claim checking and email classification run as plain code, so LLM tokens are spent only on writing.

Lets an MCP client list and read pages a user has explicitly shared from a running Firefox session, including visible job listings and recruiter conversations, and search for text within those pages. Access is read-only, granted per page for 30 minutes from the toolbar, and ends on navigation, reload, tab closure, revocation, or client disconnect.

Enables AI assistants to search, filter, and extract job listings from LinkedIn using an automated headless browser with semantic AI filtering and deduplication.

MCP server that automates applying to jobs on Lever and Greenhouse ATS systems. It fills forms from a candidate profile, verifies fields, and supports dry-run or live submission, with optional chat integration via Hermes.

Enables AI clients to control a job application assistant that manages resume profiles, recommends SOE-first companies, tracks applications, scans jobs, and smart-fills ATS forms in a built-in browser.

Enables automated scraping of Naukri.com job listings, extracting structured data such as job titles, companies, salaries, locations, skills, and descriptions for use in AI-driven workflows.

Enables users to search for remote job listings using Playwright browser automation, fully containerized with Docker and compatible with Claude Desktop.