job_search_langgraph_mcp

job_search_langgraph_mcp

Job Search Agent Workflow Using LangGraph and MCP. Scrapes available jobs from LinkedIn, gathers details of each job, and compares for match with content available from user-provided resume in PDF format as an MCP resource. If good match, LangGraph Agentic pipeline generates a customized resume and cover letter for the specific job. At the end of the workflow, a CSV file is presented containing a summary of the results, with links useful for human-in-the-loop application of the customized application content. The software keeps a cache of prior jobs screened, so subsequent runs do not duplicate prior work.

Install & Run

• install.sh
• run.sh

Demo - Weekly Update Job Search

LangGraph DAG