"JCB" matching MCP servers:

Enables an LLM client to read a structured CV resource and send tailored application emails to recruiters via SMTP.

Automates job outreach by finding companies, discovering contacts, generating personalized emails with AI, and tracking campaigns.

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

Automates job application tracking and resume/cover letter generation using AI, integrating with Google Drive, Notion, and Gmail.

Enables users to search job applications, check reply status, find stale leads, and view pipeline statistics from their application tracker through MCP clients.

Enables Claude to read and update the local job-search tracker, adding postings from screenshots, pasted text or links, drafting application emails, syncing Gmail to log sent applications and replies, and answering questions about what's due or which jobs match a criteria. Every change is validated and appears live on the dashboard with a timeline entry.

An MCP server that exposes job-search and application-management capabilities to compatible AI clients, enabling discovery of vacancies, drafting of tailored application materials, and coordinated human-approved submissions.

Enables tracking job applications by connecting Gmail to retrieve emails, process job details, manage statuses, and generate statistics.

Enables AI-powered job search and resume matching with strict skill verification, resume parsing, and configurable user preferences, plus MCP tools for job search, Excel export, and email dispatch.