포괄적인 모델 Context Protocol (MCP) 서버는 Sejm API에서 폴란드어 법률 행위를 접근하고 분석하기 위해 AI-powered 법률 연구 및 문서 분석을 가능하게 합니다.

특징

-Comprehensive legal act access - Dziennik Ustaw (DU) 및 Monitor Polski (MP)의 폴란드어 법률 행위에 대한 전체 액세스 -Advanced search and filtering - 날짜, 유형, 키워드, 출판사 및 상태별 멀티 크리터리 검색 -Result chained filtering Store - regex, type/status/year match, date range, sorting 와 저장 결과 및 필터

• Document Store pattern - Load는 효율적인 부분 수준의 탐색 및 검색을 위한 메모리로 작동
• Detailed document analysis - 메타데이터, 구조, 참조 및 내용의 검색 -Content processing - 자동 PDF-to-text 및 HTML-to-Markdown 변환
• 일시 계산 - 법적 문서 분석에 대한 특수 날짜 유틸리티
• **시스템 메타데이터 ** - 키워드, 상태, 문서 유형 및 기관 데이터
• ** 공식 MCP SDK** - mcp[cli]==2.2.0] 및 MCPServer; STDIO 및 stateless Streamable HTTP 수송 내장

Law Scrapper MCP

A comprehensive Model Context Protocol (MCP) server for accessing and analyzing Polish legal acts from the Sejm API, enabling AI-powered legal research and document analysis.

Features

• Comprehensive legal act access - Full access to Polish legal acts from Dziennik Ustaw (DU) and Monitor Polski (MP)
• Advanced search and filtering - Multi-criteria search by date, type, keywords, publisher, and status
• Result Store with chained filtering - Store search results and filter with regex, type/status/year match, date ranges, sorting
• Document Store pattern - Load acts into memory for efficient section-level navigation and search
• Detailed document analysis - Metadata, structure, references, and content retrieval
• Content processing - Automatic PDF-to-text and HTML-to-Markdown conversion
• Date calculations - Specialized date utilities for legal document analysis
• System metadata - Keywords, statuses, document types, and institution data
• Official MCP SDK - Built with mcp[cli]==2.2.0 and MCPServer; STDIO and stateless Streamable HTTP transports
• Async HTTP client - Efficient httpx client with retry logic and connection pooling
• TTL caching - Intelligent response caching with configurable TTL
• Structured logging - JSON and text log formats for easy debugging
• Docker support - Containerized deployment with docker-compose
• Comprehensive documentation - Examples and clear parameter descriptions

Requirements

• Python: 3.13 or higher
• Package manager: uv (recommended) or pip
• Internet connection: Required for accessing Sejm API endpoints
• MCP-compatible tool: Cursor IDE, Claude Code, or other MCP clients

Installation

Using uv (recommended)

# Clone the repository
git clone https://github.com/numikel/law-scrapper-mcp.git
cd law-scrapper-mcp

# Install dependencies
uv sync

# Install with dev dependencies
uv sync --extra dev

Using pip

# Clone the repository
git clone https://github.com/numikel/law-scrapper-mcp.git
cd law-scrapper-mcp

# Install dependencies
pip install -e .

Using uvx (no installation required)

For quick testing without cloning the repository:

# Run the server directly from GitHub
uvx --from git+https://github.com/numikel/law-scrapper-mcp law-scrapper

Quick start

STDIO transport (default)

STDIO is the default transport for MCP communication. Start the server and connect from your MCP client:

# Run the server
uv run python -m law_scrapper_mcp