Liepin Jobs (猎聘求职工具)

Overview

Search jobs on Liepin (猎聘), one of China's major professional recruitment platforms. View and edit your resume, match jobs to your profile, and apply — all from within your AI coding agent. Built on Liepin's official MCP Server with zero external dependencies (uses only Python's built-in urllib).

Instructions

Setup

The CLI script liepin_mcp.py is included alongside this SKILL.md. If it is not present in your skill directory, fetch it:

curl -o "<skill_dir>/liepin_mcp.py" "https://raw.githubusercontent.com/TerminalSkills/skills/main/skills/liepin-jobs/liepin_mcp.py"

Before using any command, you must obtain two tokens from Liepin:

1. Visit https://www.liepin.com/mcp/server and log in
2. Copy the Gateway Token (format: mcp_gateway_token_xxxx)
3. Copy the User Token (format: liepin_user_token_xxxx)
4. Run setup:

python3 "<skill_dir>/liepin_mcp.py" setup

Or set environment variables:

export LIEPIN_GATEWAY_TOKEN="mcp_gateway_token_xxxx"
export LIEPIN_USER_TOKEN="liepin_user_token_xxxx"

Tokens expire after 90 days.

Commands

SCRIPT="<skill_dir>/liepin_mcp.py"

# Search jobs
python3 "$SCRIPT" search-job --jobName "AI产品经理" --address "上海"
python3 "$SCRIPT" search-job --jobName "前端开发" --address "北京" --salary "30-50k"

# Apply to a job (requires jobId and jobKind from search results)
python3 "$SCRIPT" apply-job --jobId "JOB_ID" --jobKind "JOB_KIND"

# View resume
python3 "$SCRIPT" my-resume

# Update resume sections
python3 "$SCRIPT" update-resume --module basic --data '{"name": "张三"}'
python3 "$SCRIPT" update-resume --module experience --data '{"company": "xxx", "title": "PM"}'
python3 "$SCRIPT" update-resume --module expectations --data '{"salary": "30-50k", "city": "上海"}'
python3 "$SCRIPT" update-resume --module self-assessment --data '{"content": "5年产品经验..."}'

# List all available tools
python3 "$SCRIPT" list-tools

Add --json to any command for raw JSON output.

Examples

Example 1: Search for AI jobs in Shanghai

Input:

Help me find AI product manager positions in Shanghai with 30-50k salary

Agent runs:

python3 "<skill_dir>/liepin_mcp.py" search-job --jobName "AI产品经理" --address "上海" --salary "30-50k" --json

Output:

Found 15 matching positions:
| Company       | Title          | Salary  | Experience |
|---------------|----------------|---------|------------|
| ByteDance     | AI PM Lead     | 35-50k  | 3-5 years  |
| Alibaba       | AI Product Mgr | 30-45k  | 3-5 years  |
| ...           | ...            | ...     | ...        |

Example 2: View and improve resume

Input:

Check my Liepin resume and suggest improvements

Agent runs:

python3 "<skill_dir>/liepin_mcp.py" my-resume --json

Then analyzes completeness and suggests edits for missing sections.

Guidelines

• Always confirm before applying: The apply-job command is irreversible. Show job details and get explicit user confirmation first.
• Rate limit: All operations share a 60 requests/minute limit. Avoid batch calls.
• Token security: Never expose full token values in logs or conversation.
• Token expiry: If authentication errors occur, guide the user to refresh tokens at https://www.liepin.com/mcp/server
• Resume modules: basic, experience, expectations, self-assessment
• Search parameters: --jobName, --address, --salary, --education, --experience, --companyType, --companyName