{"repo":"wakataw/pyproc","free":true,"listed":false,"github":"https://github.com/wakataw/pyproc","clone":"git clone https://github.com/wakataw/pyproc.git","description":"PyProc MCP turns public SPSE/Inaproc procurement data into MCP tools that can be used by LLM clients (Claude Desktop, Continue, Cursor), AI agents, automation workflows, Python scripts, and command-line users.","language":"Python","stars":43,"topics":["python","lpse","spse","pengadaan","e-procurement","lkpp","sedot","data","ai","llm"],"license":"MIT","category":"ai-agents","readme_excerpt":"PyProc MCP Real-time Indonesian procurement data for LLM agents --- PyProc MCP turns public SPSE/Inaproc procurement data into MCP tools that can be used by LLM clients (Claude Desktop, Continue, Cursor), AI agents, automation workflows, Python scripts, and command-line users. Why PyProc MCP? Indonesia's public procurement system (SPSE/Inaproc) processes thousands of tender and non-tender packages across hundreds of government institutions (LPSE). This data is public — but not easily accessible to AI agents and automation tools. PyProc MCP bridges this gap: - LLM-native access — MCP tools let AI agents search and analyze procurement data directly - Real-time data — Fetches live data from SPSE/Inaproc, not stale snapshots - Comprehensive — Full package details: announcements, participants, evaluation results, winners, schedules - Lightweight — Single command: pyproc-mcp . Works with any MCP-compatible client - Multi-interface — Use as MCP server, Python library, or CLI tool — same codebase, no lock-in - Respectful defaults — Built-in rate limiting, caching guidance, and responsible-use policy What You Can Do - Discover opportunities — Search tender and non-tender packages across any LPSE host - Deep-dive analysis — Retrieve full package details: requirements, HPS value, location, schedule - Competitive intelligence — See who's bidding, who's winning, and at what price - Timeline tracking — Monitor procurement schedules from announcement to contract - Vendor research — Find whi","default_branch":null,"files":null,"tree":[],"storefront":"/r/wakataw","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/wakataw/pyproc/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}