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.
Memwyre 
