Career Portal MCP Server
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- AlicenseBqualityBmaintenanceEnables automation of your own Naukri.com account for job search, job details, applications, saved jobs, profile viewing, and recruiter messaging through MCP-compatible clients.617MIT

Dreamwork MCP Serverofficial
AlicenseBqualityBmaintenanceEnables AI clients to browse public job listings, save and rank roles into a pipeline, tailor resumes and cover letters, submit applications, and track replies, interviews, and escalations over time. Works anonymously for job browsing or with a scoped API key for full account, apply, and recruiter-outreach capabilities.7113MIT- FlicenseNot gradedqualityBmaintenanceEnables automating job search and applications on Naukri.com, including bulk applying, profile management, application tracking, company research, and recruiter activity monitoring.2-
- AlicenseAqualityAmaintenanceEnables AI assistants to interact with LinkedIn by scraping profiles, companies, job postings, and getting personalized job recommendations using authenticated browser automation.178,301 PyPI4,119Apache 2.0
- FlicenseCqualityCmaintenanceEnables an AI agent to drive a real LinkedIn account through a persistent browser session, covering full profile editing, people and content interactions (searching, connecting, messaging, posting, reacting), and job search with step-by-step Easy Apply submissions. It reads data through LinkedIn's internal Voyager API while writing through the actual UI, with a saved answer bank so repeated application questions are resolved automatically.392-
- AlicenseNot gradedqualityCmaintenanceEnables AI agents and developers to safely interact with an authenticated local LinkedIn browser session through the Chrome DevTools Protocol, supporting profile inspection, headline and About updates, project and experience additions, post creation, and screenshots without storing credentials.MIT
TDQS
Scored across 21 tools
search_jobs overlaps heavily with search_linkedin_jobs and search_naukri_jobs, and the eight preview_*_update/preview_* tools blur together since they differ only by profile section. read_account_data is a catch-all that swallows many distinct read operations, making selection guesswork.
Most tools follow verb_noun (search_jobs, preview_save_job, logout_browser_session), but the preview family mixes noun-modifier patterns (preview_visibility_contact_update, preview_resume_update) and search_jobs coexists confusingly with provider-specific variants. Readable but not fully predictable.
21 tools is heavy for a two-provider job search portal, and the bulk is seven near-identical preview_* mutation stubs that are disabled by default. A parameterized preview_mutation tool would collapse this substantially.
Reads and searches are covered and mutations have a preview/execute handshake, but there is no way to list or cancel pending previews, no generic get for saved-job or application state, and search_jobs vs provider searches leave redundant routing. The surface is padded yet gap-prone.