Memwyre
Persistent shared memory for every AI tool and conversation.
Memwyre is a unified personal knowledge platform and continuous context engine designed to eliminate AI amnesia across modern knowledge work and software development. Unlike standalone chat plugins or raw vector databases, Memwyre is an end-to-end application ecosystem—featuring an intuitive web dashboard, a powerful Chrome extension, terminal lifecycle hooks, and native IDE integrations that synchronize knowledge across every AI tool you use.
In today's workflows, developers and technical professionals constantly switch contexts: researching on Perplexity and ChatGPT, architecting and refactoring code in Cursor and Claude Code, and deploying autonomous agents in background terminals. However, each tool operates in an isolated silo. Every new chat session resets to zero, forcing users to repeatedly re-explain architectural decisions, codebase conventions, and past solutions.
Memwyre solves this by providing a universal, persistent memory layer. At its core is an advanced hybrid retrieval engine combining dense semantic vector search, BM25 lexical keyword matching, and cross-encoder reranking. Instead of dumping raw, noisy documents into prompt windows and inflating LLM API costs, Memwyre precisely extracts high-signal, relevant facts. This eliminates context window bloat, reduces token waste, and prevents model hallucinations.
Memwyre captures and recalls context seamlessly across all your surfaces:
- Web Browsers: Chrome Extension capturing research from ChatGPT, Claude.ai, Gemini, Perplexity, and Grok.
- Developer Environments: Native plugins for Claude Code CLI, Cursor, and VS Code for automated session context injection.
- Autonomous Agents: Full support for OpenClaw, OpenCode, and the Model Context Protocol (MCP).
- Dedicated Web Vault: A visual interface to organize, tag, search memories, and upload documents (PDFs, Markdown).
Private, secure, and tenant-isolated, Memwyre gives your AI assistants a shared, lifelong memory that follows you everywhere.
Features
Never Re-Explain Your Codebase : Start new terminal and IDE sessions with your AI assistant instantly knowing your architecture, project rules, and past bug fixes.
One Shared Memory Across Every AI Tool : Seamlessly switch between Claude Code, Cursor, ChatGPT, and Perplexity—your knowledge and decisions follow you everywhere.
Cut LLM API Token Costs : Advanced precision filtering delivers only the exact, high-signal facts your AI needs, eliminating context bloat and costly token waste.
Instant Web-to-Code Knowledge Capture : Clip research, solutions, and key takeaways from ChatGPT, Claude.ai, and Perplexity directly into your memory vault with one click.
Hands-Free Terminal Session Archiving : Exiting Claude Code automatically captures your key technical decisions and solutions into your vault with zero manual note-taking.
Use Cases
- Zero Re-Explaining Across Sessions Start new Claude Code or Cursor sessions without repeating your project architecture, coding rules, or past bug fixes. Your AI already remembers them.
- Web-to-IDE Knowledge Sync Clip solutions and research from ChatGPT, Claude, or Perplexity with the Chrome extension, and instantly recall them inside Cursor or VS Code.
- Multi-Day Autonomous Agent Memory Give background agents in OpenClaw and OpenCode long-term recall so they can complete complex, multi-step tasks across days without losing progress.
- Cut LLM Token Costs by 60%+ Eliminate context bloat by retrieving only the 3 to 5 most relevant facts instead of dumping entire files into your prompt window.
- Shared Team Architecture Memory Save team coding standards and environment fixes once in a shared vault so every engineer's AI assistant follows the same rules.
- Curated Second Brain with Smart Deduplication Organize, search, and approve memories in a clean web dashboard while background intelligence automatically merges duplicates.
Comments
Hey everyone! 👋 I built Memwyre out of pure frustration with AI amnesia. Switching between ChatGPT for research, Cursor for coding, and Claude Code in the terminal meant every assistant started from complete zero every single day. I was constantly re-explaining the same architectural rules, tech stack quirks, and past bug fixes. Memwyre gives your AI assistants a shared, persistent memory that follows you across browsers, editors, and terminal agents. We built in hybrid retrieval and smart reranking so it injects only the exact, high-signal facts your model needs—eliminating context bloat and keeping token costs low. We’re actively developing new features and would love your honest thoughts: Try it out at https://memwyre.tech Let me know what integrations or features you'd like to see next! Appreciate all your support and feedback!
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Comments
Hey everyone! 👋 I built Memwyre out of pure frustration with AI amnesia. Switching between ChatGPT for research, Cursor for coding, and Claude Code in the terminal meant every assistant started from complete zero every single day. I was constantly re-explaining the same architectural rules, tech stack quirks, and past bug fixes. Memwyre gives your AI assistants a shared, persistent memory that follows you across browsers, editors, and terminal agents. We built in hybrid retrieval and smart reranking so it injects only the exact, high-signal facts your model needs—eliminating context bloat and keeping token costs low. We’re actively developing new features and would love your honest thoughts: Try it out at https://memwyre.tech Let me know what integrations or features you'd like to see next! Appreciate all your support and feedback!
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