Membase vs. Okara Comparison


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About Membase is a unified AI memory layer platform designed to help AI agents and tools share and persist context so they “understand you” across sessions without forced repetition or isolated memory silos, enabling consistent conversational experiences and shared knowledge across AI assistants. It provides a secure, centralized memory layer that captures, stores, and syncs context, conversation history, and relevant knowledge across multiple AI agents and integrations with tools such as ChatGPT, Claude, Cursor, and others, so all connected agents can access a common context and avoid repeating user intents. Designed as a foundational memory service, it aims to maintain consistent context across your AI ecosystem, reducing friction and improving continuity in multi-tool workflows by keeping long-term context available and shared rather than locked within individual models or sessions, and letting users focus on outcomes instead of re-entering context for each agent request.	About Okara is a privacy-first AI workspace and private chat platform that lets professionals interact with 20+ powerful open source AI language and image models in one unified environment without losing context as you switch between models, conduct research, generate content, or analyze documents. All conversations, uploads (PDF, DOCX, spreadsheets, images), and workspace memory are encrypted at rest, processed on privately hosted open-source models, and never used for AI training or shared with third parties, giving users full data control with client-side key generation and true deletion. Okara combines secure, encrypted AI chat with integrated real-time web, Reddit, X/Twitter, and YouTube search tools, unified memory across models, and image generation, letting users weave live information and visuals into workflows while protecting sensitive or confidential data. It also supports shared team workspaces, enabling collaborative AI threads and shared context for groups like startups.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience AI architects, and teams building multi-agent and context-aware AI systems who need a unified, persistent memory layer to sync conversation history and context across tools and agents	Audience Professionals and teams needing a tool offering encrypted privacy and collaborative workflows for sensitive or confidential work
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing $20 per month Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Membase Founded: 2025 United States membase.so/	Company Information Okara Founded: 2025 Singapore okara.ai/
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Categories AI Memory Layers	Categories AI Tools AI Workspaces Confidential AI

Integrations OpenAI ChatGPT Claude Cursor DeepSeek V3.1 GLM-4.5-Air Gemini Kimi K2 Kimi K2.5 Llama 3.3 Llama 4 Maverick Llama 4 Scout MiniMax M2 Perplexity Qwen Qwen3-Coder Reddit Stable Diffusion X (Twitter) YouTube Ads Show More Integrations View All 6 Integrations	Integrations OpenAI ChatGPT Claude Cursor DeepSeek V3.1 GLM-4.5-Air Gemini Kimi K2 Kimi K2.5 Llama 3.3 Llama 4 Maverick Llama 4 Scout MiniMax M2 Perplexity Qwen Qwen3-Coder Reddit Stable Diffusion X (Twitter) YouTube Ads Show More Integrations View All 20 Integrations
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