Job Search

pjw2004/career-mcp

Connects Claude to JobKorea and Saramin, the two major Korean job boards, to search for postings by company name. Exposes two tools: search_jobs for single company queries and search_jobs_bulk for parallel searches across dozens or hundreds of companies at once. The bulk tool handles concurrency internally (batches of 10) and writes results to temp files rather than dumping everything into context, which matters when you're pulling thousands of job listings. Returns structured data including title, company, experience level, education, location, deadline, and URL. Built with web scraping, so it skips Wanted since they block automation at the CDN level. Useful if you're building career tools for the Korean market or need to pull competitive hiring intelligence across multiple employers.

tools: 18
transport: STDIO
last updated: Mar 14, 2026

View on GitHub

Tools

18 tools

Public tool metadata for what this MCP can expose to an agent.

laddro.templates.listList all available resume templates with ATS scores and layout types

List all available resume templates with ATS scores and layout types

No parameter schema in public metadata yet.

laddro.templates.getGet full details for a template including color schemes, fonts, and preview images1 params

Get full details for a template including color schemes, fonts, and preview images

Parameters* required

templateIdstring

Template identifier (e.g. GRAPHITE, ONYX, MARBLE)

laddro.fonts.listList all available font families for resume and cover letter rendering

List all available font families for resume and cover letter rendering

No parameter schema in public metadata yet.

laddro.languages.listList all 14 supported languages and locales for resume content

List all 14 supported languages and locales for resume content

No parameter schema in public metadata yet.

laddro.models.listList all supported AI providers and models for Bring Your Own Key (BYOK)

List all supported AI providers and models for Bring Your Own Key (BYOK)

No parameter schema in public metadata yet.

laddro.resumes.listList the authenticated user's resumes with pagination support2 params

List the authenticated user's resumes with pagination support

Parameters* required

limitnumber

Maximum number of results to return (default 20)

offsetnumber

Number of results to skip for pagination

laddro.resumes.getGet metadata and content for a specific resume by its ID1 params

Get metadata and content for a specific resume by its ID

Parameters* required

resumeIdstring

Resume UUID identifier

laddro.resumes.renderRender a resume as PDF with specific template and styling settings. Costs 1 API credit.9 params

Render a resume as PDF with specific template and styling settings. Costs 1 API credit.

Parameters* required

colorIdstring

Color scheme identifier for the template

fontstring

Font family name (e.g. Inter, Roboto)

fontSizenumber

Base font size in points

localestring

Language/locale code (e.g. en, de, fr)

marginnumber

Page margin in millimeters

pageNumberingstring

Page numbering styleone of none · simple · fraction · page

resumeIdstring

Resume UUID to render

spacingnumber

Line spacing multiplier (e.g. 1.0, 1.15, 1.5)

templateIdstring

Template identifier (e.g. GRAPHITE)

laddro.resumes.tailorAI-tailor a resume for a specific job posting. Rewrites content to match the job description and returns a PDF. Provide either jobDescription or jobUrl.10 params

AI-tailor a resume for a specific job posting. Rewrites content to match the job description and returns a PDF. Provide either jobDescription or jobUrl.

Parameters* required

colorIdstring

Color scheme identifier

fontstring

Font family name

includeCoverLetterboolean

Also generate a matching cover letter (returns ZIP with both PDFs)

jobDescriptionstring

Full job description text to tailor against

jobUrlstring

URL to the job posting (alternative to jobDescription)

languagestring

Output language code (e.g. en, de, fr)

modestring

Tailoring mode: standard modifies existing, new creates from scratchone of standard · new

positionNamestring

Job title or position name being applied for

resumeIdstring

Resume UUID to tailor (uses user's default resume if omitted)

templateIdstring

Template identifier for PDF output

laddro.resumes.exportExport a resume as a downloadable PDF file with optional template and styling settings. Costs 1 API credit.9 params

Export a resume as a downloadable PDF file with optional template and styling settings. Costs 1 API credit.

Parameters* required

colorIdstring

Color scheme identifier

fontstring

Font family name

fontSizenumber

Base font size in points

localestring

Language/locale code (e.g. en, de, fr)

marginnumber

Page margin in millimeters

pageNumberingstring

Page numbering styleone of none · simple · fraction · page

resumeIdstring

Resume UUID to export

spacingnumber

Line spacing multiplier

templateIdstring

Template identifier (e.g. GRAPHITE)

laddro.coverLetters.listList the authenticated user's cover letters with pagination support2 params

List the authenticated user's cover letters with pagination support

Parameters* required

limitnumber

Maximum number of results to return (default 20)

offsetnumber

Number of results to skip for pagination

laddro.coverLetters.getGet metadata and content for a specific cover letter by its ID1 params

Get metadata and content for a specific cover letter by its ID

Parameters* required

coverLetterIdstring

Cover letter UUID identifier

laddro.coverLetters.createCreate a new cover letter manually with provided contact details and letter content9 params

Create a new cover letter manually with provided contact details and letter content

Parameters* required

addressstring

Applicant's address

companyNamestring

Name of the company being applied to

emailstring

Applicant's email address

fullNamestring

Applicant's full name

hiringManagerstring

Name of the hiring manager

jobTitlestring

Applicant's current or target job title

letterContentstring

Cover letter body content as HTML

phonestring

Applicant's phone number

titlestring

Internal title for this cover letter

laddro.coverLetters.generateAI-generate a personalized cover letter based on a resume and job description. Returns a PDF.8 params

AI-generate a personalized cover letter based on a resume and job description. Returns a PDF.

Parameters* required

colorIdstring

Color scheme identifier

fontstring

Font family name

jobDescriptionstring

Full job description text

jobUrlstring

URL to the job posting (alternative to jobDescription)

languagestring

Output language code (e.g. en, de, fr)

positionNamestring

Job title or position name being applied for

resumeIdstring

Resume UUID to base the cover letter on (uses default if omitted)

templateIdstring

Template identifier for PDF output

laddro.coverLetters.renderRender a saved cover letter as PDF with template and styling settings. Costs 1 API credit.9 params

Render a saved cover letter as PDF with template and styling settings. Costs 1 API credit.

Parameters* required

colorIdstring

Color scheme identifier

coverLetterIdstring

Cover letter UUID to render

fontstring

Font family name

fontSizenumber

Base font size in points

localestring

Language/locale code

marginnumber

Page margin in millimeters

pageNumberingstring

Page numbering styleone of none · simple · fraction · page

spacingnumber

Line spacing multiplier

templateIdstring

Template identifier (e.g. GRAPHITE)

laddro.settings.getGet the current AI provider and model configuration for the authenticated user

Get the current AI provider and model configuration for the authenticated user

No parameter schema in public metadata yet.

laddro.settings.updateModelConfigure the AI provider and model for BYOK (Bring Your Own Key). Saves an encrypted API key for the chosen provider.3 params

Configure the AI provider and model for BYOK (Bring Your Own Key). Saves an encrypted API key for the chosen provider.

Parameters* required

apiKeystring

Your API key for the chosen provider

modelstring

Model identifier (uses provider's recommended model if omitted)

providerstring

AI provider name (e.g. Anthropic, OpenAI, Google, DeepSeek)

laddro.settings.deleteModelRemove the saved AI provider configuration, reverting to Laddro's default AI model

Remove the saved AI provider configuration, reverting to Laddro's default AI model

No parameter schema in public metadata yet.

Readme

job-search-mcp

채용 플랫폼(잡코리아, 사람인)에서 회사명으로 채용공고를 검색하는 MCP 서버입니다.

[!NOTE] 원티드(Wanted)는 왜 없나요?
원티드는 CDN 레벨에서 자동화 접근을 차단하고 있으며, robots.txt 자체도 403으로 응답합니다.

기능

회사명을 입력하면 각 플랫폼에서 채용공고를 수집하여 다음 정보를 반환합니다:

항목	잡코리아	사람인
공고 제목	✅	✅
회사명	✅	✅
경력	✅	✅
학력	✅	✅
지역	△ (코드)	✅
마감일	✅	✅
공고 URL	✅	✅

MCP 도구

`search_jobs`

채용 플랫폼에서 회사명으로 채용공고를 검색합니다.

파라미터

파라미터	타입	필수	기본값	설명
`company_name`	string	✅	-	검색할 회사명
`platform`	string	-	`"all"`	검색할 플랫폼 (`jobkorea`, `saramin`, `all`)
`page`	number	-	`1`	페이지 번호

`search_jobs_bulk`

여러 회사의 채용공고를 한 번에 병렬로 검색합니다. search_jobs를 반복 호출하는 것보다 훨씬 빠릅니다.

View the full README on GitHub

Details

Repository: github.com/pjw2004/career-mcp
Categories: Sales & Marketing, Search & Web Crawling
Package: job-search-mcp
Transport: STDIO
Registry: MCP registry, active

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