Four Leaf

SSE

by fourleafai

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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.

Details

Transport: SSE

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- 11 tools including job search, interview prep, and compensation analysis.
- Natural-language search over 180k+ active job postings.
- Resume scoring against job descriptions with gap analysis.
- Curation of interview questions and practice question generation.
- Live compensation benchmarks grounded in web search with sources.
- Paid features: voice mock interviews and AI resume tailoring.

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name Four Leaf

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

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

JSON

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

JSON

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

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

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

JSON

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

JSON

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

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

From the repository

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

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

`search_jobs`

natural-language search over 180k+ active job

`list_roles`

catalog of roles Four-Leaf has interview

`get_role_intelligence`

interview pipeline, scoring rubric,

`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

`comp_coach`

analyze a job offer, get a negotiation strategy

`comp_benchmarks`

market salary band, grounded in live web search

`start_voice_mock_interview`

(paid) — deep-link into a voice mock

`tailor_resume`

(paid) — deep-link into AI resume tailoring

- 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

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

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

McpServers

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

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About

Details

Explore

Setting up with Highlight

From the repository

search_jobs

list_roles

get_role_intelligence

get_interview_questions

generate_practice_questions

match_score

explain_interview_format

comp_coach

comp_benchmarks

start_voice_mock_interview

tailor_resume

Claude Desktop / Cursor

McpServers

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Filesystem

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`search_jobs`

`list_roles`

`get_role_intelligence`

`get_interview_questions`

`generate_practice_questions`

`match_score`

`explain_interview_format`

`comp_coach`

`comp_benchmarks`

`start_voice_mock_interview`

`tailor_resume`