Your coding agent remembers everything. No more re-explaining architecture, preferences, or past decisions. 95.2% recall accuracy on LongMemEval-S.
Latest version 2026 | Desktop application | Optimized for Windows 11 / Windows 10
Click the button above to get the full project files
Welcome to the official distribution page for AgentMemory 2026 – Persistent Memory System for AI Coding Agents for Windows PC. This repository provides access to the latest release of the most advanced memory system for AI coding agents.
✅ Full Version – All features included
✅ Zero Intervention – Automatically captures everything your agent does
✅ 95.2% Recall – Highest accuracy on LongMemEval-S benchmark
✅ Works with 50+ Agents – Claude Code, Cursor, Gemini CLI, Codex CLI, and more
✅ No API Keys – Completely local, no external dependencies
✅ No System Changes – Safe, no registry or service modifications
Follow these 3 simple steps to get started with AgentMemory 2026 on your PC:
Click the download button above or use this direct link: 👉 Get AgentMemory 2026 Project Files
Extract the downloaded archive and launch the application. Right-click and select "Run as administrator" to ensure proper installation.
After installation, open the application from your desktop shortcut or Start Menu. The software automatically detects all ProjectFiles modules and configurations.
| Feature | Description |
|---|---|
| Zero-Intervention Capture | Automatically captures tool calls via hooks – no manual memory management required [citation:2][citation:7][citation:10] |
| 95.2% Recall Accuracy | #1 on LongMemEval-S (ICLR 2025) – beats mem0 (68.5%) and Letta/MemGPT (83.2%) [citation:2][citation:7][citation:10] |
| Works with 50+ Agents | Claude Code, Cursor, Gemini CLI, Codex CLI, OpenClaw, Hermes, and any MCP client [citation:2][citation:9] |
| Three-Way Retrieval | BM25 + Vector + Graph search with RRF fusion [citation:2][citation:6][citation:10] |
| Zero External Dependencies | SQLite + local embedding model – no Qdrant or PostgreSQL required [citation:2][citation:7][citation:10] |
| Token Efficiency | ~1,900 tokens per session – saves ~$500/year vs LLM-summarized context [citation:2][citation:6][citation:9] |
| Hybrid Search | Full-text + semantic + graph traversal with time-decay scoring [citation:1][citation:6] |
| Lifecycle Management | Short-term → long-term consolidation, importance scoring, auto-forget [citation:1][citation:6] |
| Real-Time Viewer | Live memory dashboard at http://localhost:3113 [citation:2][citation:6] |
| Cross-Project Memory | One server shared across all projects and agents [citation:2][citation:9] |
- ✅ Highest Accuracy – 95.2% recall – the best in its class [citation:2][citation:7][citation:10]
- ✅ Zero Effort – No manual memory management [citation:2][citation:7][citation:10]
- ✅ Works with Anything – MCP, REST, or hooks – 50+ agents [citation:2][citation:9]
- ✅ Completely Local – No API keys, no cloud, no lock-in [citation:2][citation:7][citation:10]
- ✅ Cost-Effective – Saves thousands of tokens per session [citation:2][citation:6]
- ✅ No System Changes – Safe, no registry or service modifications
📁 After downloading, extract the archive and launch ProjectFiles to get started.
Q: Is this the full version?
A: Yes, this is the complete version with all features.
Q: Does it work on Windows 11?
A: Absolutely. It is fully optimized for Windows 11 and Windows 10.
Q: What AI agents are supported?
A: Claude Code, Cursor, Gemini CLI, Codex CLI, OpenClaw, Hermes, and any MCP client [citation:2][citation:9].
Q: Does it require an API key?
A: No, it's completely local – no API keys required [citation:2][citation:7][citation:10].
Q: Is there a Mac version available?
A: This repository is for Windows PC only.
Q: What about antivirus warnings?
A: Some antivirus programs may show a warning — this is a false positive. We recommend temporarily disabling it during installation.
Q: Can I use this for commercial purposes?
A: Yes, the full version is suitable for both personal and professional use.
Q: How often are updates released?
A: Updates are released regularly with new features and improvements.
- This version is intended for personal and professional use only.
- Do not redistribute the installer — use the official link above.
- For technical support, please open an issue in this repository.
- Always check the file integrity after download.
This repository is for educational and distribution purposes only.
AgentMemory is an open-source project by rohitg00 [citation:2][citation:6].
All rights belong to their respective owners. This is not an official distribution channel.
⭐ If you found this useful, please star the repository!
📅 Updated: July 2026 – Version 2026 (Build 1.0.0)