mcp-server

boss-agent-cli: Boost Recruitment

Simplify job searches and workflows with boss-agent-cli, for startup founders and recruiters, backed by 1.2k+ GitHub stars

From the repo · “AI-agent-first CLI for BOSS 直聘 — 职位搜索、福利筛选、招聘者工作流、MCP 工具与 AI 简历优化”

intermediate⏱ 30 minutes💵 Free ( self-hosted )
2,121 stars+38★ this week177 forksPythonGuide quality 8/10 · reviewed Jul 1Updated 10/19/2026100% free · open source
What it is

Use the boss-agent-cli to search and filter job openings on BOSS trực聘, a Chinese job board.

Real use case example

"A job hunter uses the boss-agent-cli to set up an automation that sends a daily summary of relevant job openings on BOSS trực phí to their email. They can then quickly scan through the list, filtering by salary, location, and requirements to schedule interviews."

Best insideClaude DesktopCursor
When to use it
  • •When you need to automate job posting and candidate searching on BOSS 直聘
  • •When you want to optimize resumes using AI for better matching with job openings
  • •When you need to manage and filter job listings based on specific criteria like location, industry, or benefits
Ready-to-paste prompt
boss-agent-cli search --keywords='software engineer' --location='Shanghai' --benefits='health insurance'
Heads up: Ensure you have a BOSS 直聘 account and API credentials set up before using boss-agent-cli, as it requires authentication to function properly
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/boss-agent-cli && curl -fsSL https://workflowstacks.com/api/skills/boss-agent-cli/claude-skill -o ~/.claude/skills/boss-agent-cli/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How boss-agent-cli: Boost Recruitment works
Codeflow
Free to inspect

Boss-agent-cli: Boost Recruitment is a large Python project (~38k lines across 187 code files, plus 122 test files). Setup is light: installs like a normal app. Reading the code is optional. Last commit this month, MIT license, has a test suite.

Size
Large codebase
~38k lines · 187 code files · ~5 h to skim
Setup
One-command install
Installs like a normal app. Reading the code is optional.
Runs on
Python · Docker
No API keys detected
Python 100%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    mcp-server/server.py
    Where the program starts running
  3. 3
    pyproject.toml
    Dependencies and the commands it exposes
  4. 4
    src/boss_agent_cli/__init__.py
    Inside src/ — the main logic begins here
  5. 5
    demo/demo-en.gif
    A worked example — copy this to get going
What's in each folder
src/Core code — the actual logic165 files
docs/Documentation44 files
demo/Examples you can copy40 files
examples/Examples you can copy1 files
scripts/Helper scripts9 files
evals/Evaluations & benchmarks6 files
mcp-server/Folder3 files
tests/Tests — proof it works123 files
READMEHas testsDocumentedCI checksDocker readyExamples includedMIT licenseUpdated this month
Quick Actions
Details
Creator
can4hou6joeng4
Language
Python
Category
mcp-server
Published
3/20/2026

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