MCP2skill
MCP serverSearchliepin-jobs lets your AI search for jobs on Liepin and run resume workflows for you. Once added, your AI can look up openings and handle resume-related steps as part of your job hunt, using Liepin's official connection.
Use MCP2skill in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add MCP2skill and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the modify work exp tool from MCP2skill
Needs your own User account. Keys stay in your vault.
Details
Available today. Use it from your connected AI after setup.
Add liepin-jobs, then ask your AI to search Liepin for jobs or walk through a resume workflow.
What your AI can do with it
- Search for jobs on Liepin
- Run resume workflows on Liepin
- Handle job search and resume steps in one place
Install MCP2skill
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user mcp2skill 'https://open-agent.liepin.com/mcp/user'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://open-agent.liepin.com/mcp/userAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=mcp2skill&config=eyJ1cmwiOiJodHRwczovL29wZW4tYWdlbnQubGllcGluLmNvbS9tY3AvdXNlciJ9Open the link and Cursor adds the server at that address.
ChatGPT
https://open-agent.liepin.com/mcp/userIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add mcp2skill --url 'https://open-agent.liepin.com/mcp/user'Run it once, then sign in with codex mcp login mcp2skill if the server asks for an account.
From the project's README
As published by xllinbupt/mcp2skill in README.md.
Turn MCP-backed tools into installable AI skills.
This repository contains one production-ready skill:
liepin-cli: Search jobs on Liepin, review and update resumes, and apply to jobs with explicit user confirmation — powered by theliepin-clilocal CLI tool.
It also includes a published MCP Registry manifest for the Liepin remote MCP server:
server.json: official MCP Registry metadata forio.github.xllinbupt/liepin-cli
Prerequisite: Install liepin-cli
This skill wraps the liepin-cli CLI tool. Install it first:
# Option A — pip + venv
python -m venv .venv && source .venv/bin/activate
pip install -e ".[dev]" # run inside the liepin-cil clone
# Option B — uv
git clone https://github.com/liepin-tech-2026/liepin-cil.git
cd liepin-cil && uv sync
Verify: liepin-cli --help
Install the Skill
skills.sh
npx skills add https://github.com/xllinbupt/MCP2skill --skill liepin-cli
Playbooks
npx playbooks add skill xllinbupt/MCP2skill --skill liepin-cli
Claude Code marketplace or plugin source
This repository includes .claude-plugin/plugin.json and .claude-plugin/marketplace.json so it can be used as a Claude Code plugin source or included in a custom marketplace.
Official MCP Registry
The Liepin MCP server metadata from this repository has been published to the official MCP Registry under:
io.github.xllinbupt/liepin-cli
You can look it up via:
curl "https://registry.modelcontextprotocol.io/v0.1/servers?search=io.github.xllinbupt/liepin-cli"
Skill
liepin-cli
Use this skill when the user wants to:
- search jobs on Liepin
- inspect or improve their Liepin resume
- apply to a role on Liepin
- manage job preferences on Liepin
Skill path:
liepin-cli/SKILL.md
Reference:
liepin-cli/reference.md
MCP registry manifest:
server.json
Authentication
The liepin-cli skill requires one Liepin token obtained from the official Liepin MCP page (https://www.liepin.com/mcp/server).
Token resolution priority: --token flag > LIEPIN_USER_TOKEN env var > ~/.config/liepin-cli/config.json
Run the setup flow to save the token locally:
liepin-cli setup
# or
liepin-cli auth setup
If token expires: liepin-cli auth open → liepin-cli auth setup
The remote MCP endpoint declared in server.json uses the same token through:
x-user-token: <user_token>
Distribution
This skill has been published, submitted, or prepared for distribution on the following platforms.
Already Live
| Platform | Status | Link |
|---|---|---|
| ClawHub (OpenClaw) | Published | Public listing URL pending |
| Official MCP Registry | Live | https://registry.modelcontextprotocol.io/v0.1/servers?search=io.github.xllinbupt/liepin-cli |
| GitHub | Live | https://github.com/xllinbupt/MCP2skill |
PR Submitted
| Platform | PR |
|---|---|
| skills-hub.cc | qufei1993/skills-hub#36 |
| TerminalSkills.io | TerminalSkills/skills#471 |
| alirezarezvani/claude-skills | #384 |
| travisvn/awesome-claude-skills | #329 |
| BehiSecc/awesome-claude-skills | #132 |
| VoltAgent/awesome-agent-skills | #247 |
Auto-indexing / Crawler-based Platforms
| Platform | Status |
|---|---|
| SkillHub (skillhub.club) | Waiting for crawler/index sync |
| LobeHub Skills (lobehub.com/skills) | Waiting for crawler/index sync |
| claudemarketplaces.com | Repository has .claude-plugin/ metadata |
| SkillsMP (skillsmp.com) | Waiting for sync from the GitHub repository |
Repository Goals
- keep skills lightweight and easy to install
- package CLI workflows as reusable agent skills
- make each skill publishable across major skill directories
License
MIT
Tools it offers (14)
What this server listed when Ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.
modify-work-expadd-project-expadd-work-expuser-search-jobmodify-edu-expmodify-self-assessmodify-job-wantuser-apply-jobmy-resumeadd-edu-expadd-job-wantmodify-resume-base-infosearch-jobsmodify-project-exp
Signals
- GitHub stars
- 1
- Last commit
- Apr 2026
Advanced
- Delivery
- liepin-jobs MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-xllinbupt-liepin-jobs- Source
- github.com/xllinbupt/mcp2skill
- Hosted endpoint
https://open-agent.liepin.com/mcp/user
github.com/xllinbupt/mcp2skill