paddleocr
Reads text from scanned pages, photos and PDFs and returns it as structured Markdown or JSON, so you can pull tables, formulas and headers out of a document without retyping them. Covers many languages and works as input for AI tools.
Connect Claude to Korea's MOLIT real estate API and simulate buy now / buy later / invest only scenarios based on your income, savings, and retirement goals.
Clone the repository
$ git clone https://github.com/tae0y/real-estate-mcp
Connect Claude to Korea's MOLIT real estate API and simulate buy now / buy later / invest only scenarios based on your income, savings, and retirement goals. Provides 14+ tools for live transaction data and financial calculations — apartment, officetel, villa, single-house, and commercial.
get_apartment_trades, get_apartment_rent)get_officetel_trades, get_officetel_rent)get_villa_trades, get_villa_rent)get_single_house_trades, get_single_house_rent)get_commercial_trade)get_apt_subscription_info, get_apt_subscription_results)get_region_code)For parsing API specs in hwp or docx format, see Common Utils Guide
The fastest way to get started — the server runs as a child process of Claude Desktop.
Clone this repository locally.
git clone <repository_url>
cd real-estate-mcp
Open the Claude Desktop config file.
# macOS
open "$HOME/Library/Application Support/Claude/claude_desktop_config.json"
# Windows
notepad %APPDATA%\Claude\claude_desktop_config.json
Add the entry below under mcpServers.
{
"mcpServers": {
"real-estate": {
"command": "uv",
"args": [
"run",
"--directory", "/path/to/real-estate-mcp",
"python", "src/real_estate/mcp_server/server.py"
],
"env": {
"DATA_GO_KR_API_KEY": "your_api_key_here"
}
}
}
}
Restart Claude Desktop.
Setup is complete when you can see the real-estate server in the tool list.
For better responses, create a Project in Claude Desktop and paste resources/custom-instructions-ko.md into the Project Instructions tab.
For other clients, transport options, or per-service API key configuration, see the docs below.
| Guide | Transport | Clients |
|---|---|---|
| docs/setup-prerequisites.md | — | All clients |
| docs/setup-with-stdio.md | stdio / local HTTP | Claude Desktop, Claude CLI, Codex CLI |
| docs/setup-with-http.md | HTTP (remote) | Claude (web), Claude CLI, Codex CLI |
| docs/setup-reverse-proxy.md | — | Server-side proxy setup (Cloudflare Tunnel) |
This project exists thanks to all the people who contribute. [Contributing]
Made with contrib.rocks.
If you find this project useful, buy me a coffee!
Reads text from scanned pages, photos and PDFs and returns it as structured Markdown or JSON, so you can pull tables, formulas and headers out of a document without retyping them. Covers many languages and works as input for AI tools.
Gives your AI assistant a memory that persists across sessions, so it remembers your preferences and earlier work in this repository instead of starting fresh. Search, forget, pause and resume memories with simple commands.
Gives AI agents a library of ready-made skills for scientific work such as metabolic flux analysis, protein experiment design, time series modeling, and analytical method validation, so research tasks need less hand-built code. It works with any agent that supports the open Agent Skills standard.
Gives Claude Code skills, agents, and commands for PostHog analytics, session replay, feature flags, error tracking, and LLM observability. Includes MCP server setup and project access checks.
Install it with the command on its page. Free and open source.
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