Docmancer: An Open-Source Local RAG Pipeline for Your Coding Agent's Memory
galacticguardian90 · reddit · 2026-08-05
A developer released docmancer, an open-source tool designed to unify the fragmented memory files generated by AI coding assistants like Claude Code and Cursor.
Key Features
- Auto-discovery & Indexing: Scans and extracts historical decisions from scattered files like CLAUDE.md, AGENTS.md, and session summaries.
- On-device Hybrid Retrieval: Chunks and indexes data locally using BM25 and dense embeddings, ensuring privacy with no API keys required.
- Grounded Q&A: The docmancer ask command provides answers grounded in past agent decisions, complete with citations.
- MCP Integration: Exposes the index via CLI or MCP Server, allowing current AI agents to actively query past context.
The core project is MIT-licensed, with optional paid personal sync across machines.
More from coding & agent
- Driving Codex with ChatGPT Voice: A Practical Workflow for Real-Time Coding — dfinke · 2026-08-05
- When a senior SWE finds four vibecoders stuck on localhost — venturetwins · 2026-08-05
- Tutorial: Building an Autonomous Content Engine with Hermes Multi-Agents — VibeMarketer_ · 2026-08-05
- Stanford Hazy Research: AI Agents Are Driving Traditional CUDA Abstractions Toward Retirement — HazyResearch · 2026-08-05
- Greptile v5 Released: Ground-Up Rewrite of Coding Agent Boosts Speed and Precision — garrytan · 2026-08-05
- Automating Product Demo Videos via Multi-Agent Orchestration — rohanpaul_ai · 2026-08-05