Clover Public
Turns Claude into a job search and interview prep coach by connecting to Four-Leaf's hosted API. Eleven tools covering live job search across 100k+ postings, role-specific interview intelligence, resume scoring against JDs, calibrated practice questions, and offer negotiation with real comp data. OAuth 2.1 for auth, streamable HTTP transport, works across Claude Desktop, Cursor, and other MCP clients. The source repo includes a full Skill layer that orchestrates the MCP calls into guided workflows (find jobs, prep for a role, practice questions, analyze resume fit, negotiate). Free tier gets you the data tools with rate limits; paid features like voice mock interviews live on the hosted platform. Reach for this when you're prepping for a specific role and want real postings and scoring, not just generic interview advice.
- GitHub stars
- 8
- tools
- 6
- transport
- HTTP
- last updated
- Sep 21, 2026
Tools
6 toolsPublic tool metadata for what this MCP can expose to an agent.
search_jobsReturns actual apply URLs from 140,000+ active postings.
Returns actual apply URLs from 140,000+ active postings.
No parameter schema in public metadata yet.
get_jobExpands one job posting to the full text.
Expands one job posting to the full text.
No parameter schema in public metadata yet.
match_scoreRuns a real scoring algorithm against your resume.
Runs a real scoring algorithm against your resume.
No parameter schema in public metadata yet.
generate_practice_questionsProduces role-calibrated practice questions.
Produces role-calibrated practice questions.
No parameter schema in public metadata yet.
score_answerGrades a typed answer against a five-dimension rubric.
Grades a typed answer against a five-dimension rubric.
No parameter schema in public metadata yet.
save_applicationPuts a role in your application tracker.
Puts a role in your application tracker.
No parameter schema in public metadata yet.
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four-leaf-coach
An open-source Skill that turns Claude (or ChatGPT, Cursor, Codex, GitHub Copilot) into a job search and interview prep coach. It pulls real job postings, role-specific interview intelligence, rubric-scored feedback on practice answers, and resume scoring from the hosted Four-Leaf MCP, then walks the user through preparing for an actual interview.
Free to install and use, including scoring the answers you type. Voice mock interviews (spoken answers, adaptive follow-ups) and full AI resume tailoring live on four-leaf.ai; the Skill surfaces those as an upgrade path when they're the right next step.
What it does
Walks a user through prep for a specific role at a specific company. The Skill greets, asks what they're prepping for, and routes them into one of seven guided workflows. Every workflow pulls live data from the Four-Leaf MCP's fifteen tools (jobs and full postings, role intel, question bank, answer scoring, match scoring, comp research, application tracker) and adds the Skill's coaching on top.
You don't type these as commands. Say what you want in plain language and the coach routes to the right workflow:
Details
- Repository
- github.com/fourleafai/clover-public
- Categories
- AI & LLM Tools, Search & Web Crawling
- Transport
- HTTP
- Registry
- MCP registry, active
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