12 个#career MCP 服务器和客户端

Jobdatalake

echojobsio

MCP server for JobDataLake — search 1M+ enriched job listings from AI tools

Laddro Career

laddro-app

MCP server for the Laddro Career API. Tailor resumes to job postings, generate cover letters, export PDFs, and browse 22 resume templates. Supports BYOK with 10 AI providers including OpenAI, Anthropic, Gemini, DeepSeek, and Groq.

Workopia

Shuangshuang007

Workopia is a free MCP server providing three AI-powered tools:

Simulates how 5 real Applicant Tracking Systems (Workday, Greenhouse, Lever, Taleo, iCIMS) parse a CV and surfaces vendor-specific lint warnings. Pure JS lint engine, MIT licensed, no network calls in the lint logic. Vendor rules cite their public sources. Tools exposed: analyze_

MCP server exposing Levels.fyi compensation data and curated cross-company SWE level mappings (Google L5 ↔ Meta E5 ↔ Amazon L6) to Claude. 6 tools: get_company_medians, list_supported_companies, get_company_ladder, get_level_mapping, compare_offers, analyze_offer. Uses Levels.fyi

Adzuna Job Search MCP

folathecoder

Search millions of job listings across 12 countries including the US, UK, Germany, France, Australia, Canada, and India, with powerful filters for keywords, location, salary range, and job type.

StoryLenses — AI Cover Letter Engine for Agents

benediktgirz

The first production MCP server for job applications. 5 composable tools that analyze job postings, match candidate profiles, generate story-driven cover letters using 15+ narrative archetypes, and quality-score results. Supports English, German, Spanish, and Portuguese.

Four Leaf

fourleafai

Job search and interview prep MCP. 11 tools spanning job discovery, role intelligence, practice question generation, resume scoring, comp benchmarks, and negotiation strategy. Cross-LLM via the hosted endpoint with OAuth 2.1.

Job search and ranking pipeline via MCP. Search multiple job boards, rank listings against your GitHub portfolio and resume, track applications, and email ranked results automatically.

Careerproof

dontellu77

Career and workforce intelligence built on a deep HR ontology — skill taxonomies, role definitions and responsibilities, compensation and incentive structures, learning and development pathways, sourcing strategies, and role/skill evolution mapping. This structured foundation, co

SkillBubble — Skills Management MCP Server

Skill-Bubble

Track and manage your professional skills, certifications, and competency frameworks. Your AI assistant can read your skill profile, suggest updates based on what you're building, and keep your profile current as you work. Supports skill ratings, certification tracking, gap analy