{"repo":"shreyash-sharma/provenant","free":true,"listed":false,"github":"https://github.com/shreyash-sharma/provenant","clone":"git clone https://github.com/shreyash-sharma/provenant.git","description":"Microsoft Build AI 2026 National 1st Place. Local codebase memory for AI coding agents: 63.8% Coverage@5, 75.2% Coverage@10, 60-65x lower context.","language":"Python","stars":28,"topics":["ai","codebase-indexing","developer-tools","llm","mcp","python","retrieval-augmented-generation","swe-bench"],"license":null,"category":"mcp-servers","readme_excerpt":"Provenant Microsoft Build AI 2026 National Winner National 1st Place in Microsoft Build AI 2026 for codebase memory and retrieval for AI coding agents. Your coding agent does not need more context. It needs better context. Local codebase memory for AI coding agents: cited retrieval, generated wiki pages, symbol context, git archaeology, dead-code signals, and risk-aware answers through MCP. Evaluated on SWE-bench Verified: 63.8% File Coverage@5 , 75.2% File Coverage@10 with full retrieval, and 60-65x lower context size versus naive file loading. Intro     Quickstart     Evaluation     MCP tools     Whitepaper --- 🧠 Provenant Provenant is a Command Line Interface (CLI) and MCP server designed to give AI coding agents a local memory layer for your repository. Integrate Provenant into Claude Code, Cursor, Windsurf, Cline, Copilot, or any MCP-compatible agent to retrieve focused, cited codebase context instead of repeatedly loading raw files. Provenant reads your codebase, builds generated wiki pages, tracks symbols and dependencies, extracts git history, scores risky files, detects dead code, and exposes all of it through agent-friendly tools. It runs locally against your existing Git repository and stores its index in .provenant/ . Using a codebase memory layer for coding agents offers a range of benefits: - Lower token waste: Give agents compact wiki context instead of thousands of raw source tokens. - Faster file localization: Help age","default_branch":null,"files":null,"tree":[],"storefront":"/r/shreyash-sharma","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/shreyash-sharma/provenant/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."}