Four Leaf

@fourleafai

7 hours ago

Job search and interview prep MCP. 11 tools spanning job discovery, role intelligence, practice question generation, resume scoring, comp benchmarks, and negotiation strategy. Cross-LLM via the hosted endpoint with OAuth 2.1.

Overview Tools Comments

Overview

Four-Leaf MCP

Job search and interview prep MCP server. 11 tools that bring the Four-Leaf stack into Claude, Cursor, ChatGPT, Cline, Continue, Windsurf, and Perplexity.

Install

claude mcp add four-leaf --transport http https://four-leaf.ai/api/mcp

Per-client snippets at four-leaf.ai/oss.

Tools

search_jobs — natural-language search over 180k+ active job postings
list_roles — catalog of roles Four-Leaf has interview intelligence for
get_role_intelligence — interview pipeline, scoring rubric, resume guidance
get_interview_questions — pull from the curated question bank
generate_practice_questions — fresh questions on demand
match_score — score a resume against a JD with gap analysis
explain_interview_format — grounded walk-through of what to expect
comp_coach — analyze a job offer, get a negotiation strategy
comp_benchmarks — market salary band, grounded in live web search with sources
start_voice_mock_interview (paid) — deep-link into a voice mock with rubric-scored feedback
tailor_resume (paid) — deep-link into AI resume tailoring

Auth

OAuth 2.1 + PKCE + Dynamic Client Registration. First tool call opens the browser for Four-Leaf account auth. No API keys.

Open source

The Skill wrapper is MIT-licensed at github.com/fourleafai/clover-pu blic.

Architecture write-up: four-leaf.ai/blog/job-search-assistant-mcp

Try in Playground

Server Config

{
  "mcpServers": {
    "four-leaf": {
      "url": "https://four-leaf.ai/api/mcp"
    }
  }
}

Build with ShipAny.