CORE memory achieves 88.24% average accuracy in Locomo dataset across all reasoning tasks, significantly outperforming other memory providers. Technical Report will be published soon!
(1) Single-hop questions require answers based on a single session; (2) Multi-hop questions require synthesizing information from multiple different sessions; (3) Open-domain knowledge questions can be answered by integrating a speaker’s provided information with external knowledge such as commonsense or world facts; (4) Temporal reasoning questions can be answered through temporal reasoning and capturing time-related data cues within the conversation;
Problem
Developers waste time re-explaining context to AI tools. Hit token limits in Claude? Start fresh and lose everything. Switch from ChatGPT/Claude to Cursor? Explain your context again. Your conversations, decisions, and insights vanish between sessions.
Solution - CORE (Contextual Observation & Recall Engine)
CORE is an open-source unified, persistent memory layer for all your AI tools. Your context follows you from Cursor to Claude to ChatGPT to Claude Code. One knowledge graph remembers who said what, when, and why. Connect once, remember everywhere. Stop managing context and start building.
Build your unified memory graph in 5 minutes:
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Sign Up at core.heysol.ai and create your account
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Add your first memory - share context about yourself
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Visualize your memory graph and see how CORE automatically forms connections between facts
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Test it out - ask "What do you know about me?" in conversatio section
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Connect to your tools:
- Claude & Cursor - coding with context
- CLaude Code CLI & Gemini CLI - terminal-based coding with memory
- Add Browser Extension - bring your memory to any website
- Linear, Slack, Github - add project context automatically
Add and recall your memory across Cursor, Windsurf, Claude Desktop, Claude Code, Gemini CLI, AWS's Kiro, VS Code, and Roo Code via MCP
Remember the story behind every fact—track who said what, when, and why with rich relationships and full provenance, not just flat storage
Save conversations and content from ChatGPT, Grok, Gemini, Twitter, YouTube, blog posts, and any webpage directly into your CORE memory.
How to Use Extension
- Download the Extension from the Chrome Web Store.
- Login to CORE dashboard
- Navigate to Settings (bottom left)
- Go to API Key → Generate new key → Name it “extension.”
- Open the extension, paste your API key, and save.
add-memory-from-chatgpt.mp4
Ask questions like "What are my writing preferences?" with instant insights from your connected knowledge
Automatically capture relevant context from Linear, Slack, Notion, GitHub and other connected apps into your CORE memory
Connect Linear, Slack, GitHub, Notion once to CORE—then use all their tools in Claude, Cursor, or any MCP client with a single URL
Explore our documentation to get the most out of CORE
CORE takes security seriously. We implement industry-standard security practices to protect your data:
- Data Encryption: All data in transit (TLS 1.3) and at rest (AES-256)
- Authentication: OAuth 2.0 and magic link authentication
- Access Control: Workspace-based isolation and role-based permissions
- Vulnerability Reporting: Please report security issues to harshith@tegon.ai
For detailed security information, see our Security Policy.
Have questions or feedback? We're here to help:
- Discord: Join core-support channel
- Documentation: docs.heysol.ai
- Email: manik@poozle.dev
Store:
- Conversation history
- User preferences
- Task context
- Reference materials
Don't Store:
- Sensitive data (PII)
- Credentials
- System logs
- Temporary data
