PR MCP Builder is a Windows-focused Python tool that organizes public institution regulations into a structured MCP workflow, with a Windows ZIP distribution, source execution via Python/Streamlit, and multiple integration options for AI assistants.
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What it is
PR MCP Builder is a Windows-focused builder that organizes PDFs, HWPs, HWPXs, and DOCX public institution regulations into a hierarchical structure (기관 → 규정 → 개정 버전 → 장·절·조문) and filters content to include only approved content in MCP responses. It supports generating MCP bundles and offers local AI integration options and various client connectors (ChatGPT/Claude), including local stdio workflows and HTTPS deployment. It is distributed as a Windows ZIP for the Windows executable and as source code runnable via Python 3.11+ with a Streamlit frontend.
How it works
The project processes regulations by extracting 규정명, 개정일, 시행일, and 이력 to identify the correct version, builds a hierarchical index, and uses a validation sequence to ensure only approved content is included in MCP outputs. It supports multiple data sources and AI verification options, including external AI providers via configurable models, and can connect to MCP clients (ChatGPT Desktop, Codex CLI, Claude Desktop/Code, ChatGPT web) through local stdio or HTTPS endpoints. It also provides a sequence for MCP scope definition, AI/human verification, and final MCP bundle generation with optional client-specific BAT/CONFIG files.
Getting started
Install and run options include:
- Windows 실행판: unzip PR-MCP-Builder-Windows-x64-<버전>.zip, run PR MCP Builder.exe, and use the local screen in a browser.
- 소스 코드 실행: install Python 3.11+, run START_HERE.bat to set up the virtual environment and packages, then start the app at http://127.0.0.1:8501 using the provided command:
.
.\ .venv\Scripts\python.exe -m streamlit run frontend\streamlit_app.py --server.address 127.0.0.1
- 실행 체크:
. START_HERE.bat --check.
작업 데이터는 기본적으로 %LOCALAPPDATA%\PR MCP Builder\data에 저장되며, 소스 실행 시 데이터는 프로젝트 폴더의 data\에 저장됩니다.
Recent releases
- v0.1.0 PR MCP Builder v0.1.0 (2026-07-17): Windows ZIP 배포 최초 공개. Windows 사용자는 ZIP 압축 해제 후 PR MCP Builder.exe 실행.
- 최신 릴리스는 v1.1.0 업데이트를 포함하며 README에 v1.1.0 업데이트 내역이 나열되어 있습니다.
Traction
- Stars: 18
Behind the repo
- License: MIT
- Created: 2026-07-17
- Last push: 2026-07-18
- Language: Python
Caveats
- Windows 실행판은 ZIP 배포판으로 제공되며, 공개 소스 기반 개발판임에 따라 실제 기관 적용 전 검증 필요가 명시됩니다.
- README는 공개 소스 기반 개발판임을 명시하고 있으며, 보안 경계와 데이터 처리 정책에 따라 사용자가 검증해야 한다는 경고가 포함됩니다.