job-hunt-agent
Private Notion-backed recruitment tracker for AI/LLM engineer job hunting, exposed as an MCP server to manage applications, interviews, and contacts securely.
README
Job Hunt Agent
A private Notion-backed autumn recruitment tracker exposed as a Python MCP server.
The project is designed for AI Agent and LLM application engineer recruiting. Public code, schemas, prompts, tests, and synthetic examples live in GitHub. Real applications, interview notes, contacts, Notion page URLs, and API keys stay outside the repository.
Core tools record applications, update stages, save interview notes, analyze interviews, list follow-ups across applications/interviews/review tasks, and generate daily or weekly reviews.
Local Usage
rtk python -m pytest -q
Configure credentials through environment variables. Never commit .env.
After sharing a private Notion parent page with your integration, bootstrap the Notion tables locally:
rtk python scripts/notion_bootstrap.py
Privacy Boundary
- Notion is the source of truth for real job-search data.
- GitHub contains code and synthetic examples only.
- DeepSeek and Notion secrets are read from environment variables only.
Notion Setup
See docs/notion-setup.md. The bootstrap script creates the private Notion data sources
and stores their IDs in local user environment variables. Real Notion writes are enabled
only after the token and generated IDs are configured locally.
Verification
rtk python -m pytest -q
rtk python scripts/privacy_scan.py README.md docs examples src tests
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
Neon Database
MCP server for interacting with Neon Management API and databases
E2B
Using MCP to run code via e2b.
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.