https://octamem.com/ https://octamem.com/brand/opengraph-image.png OctaMem — persistent memory platform for AI agents OctaMem social card: the enterprise memory platform giving AI agents persistent semantic, episodic, and procedural memory across sessions. https://octamem.com/brand/octamem-logo.svg OctaMem logo The OctaMem brand mark — an interlocking eight-fold figure representing the memory graph that links records across connected sources. https://octamem.com/news/octamem-joins-nvidia-inception https://octamem.com/brand/nvidia-inception-lockup.svg OctaMem is a member of the NVIDIA Inception program NVIDIA Inception program lockup shown on the announcement that OctaMem, the AI memory platform, joined NVIDIA's program for AI startups. https://octamem.com/desktop/application https://octamem.com/desktop/overview.webp OctaMem desktop app memory dashboard The OctaMem desktop application on macOS showing the Overview dashboard with active memory records, API request volume, and connector status. https://octamem.com/desktop/sources.webp Connecting memory sources in the OctaMem desktop app The Sources screen of the OctaMem desktop app, where Google Drive, OneDrive, GitHub, Outlook, and Teams are connected as memory sources and sync frequency is set. https://octamem.com/desktop/activity.webp OctaMem memory activity and audit log The Activity view in the OctaMem desktop app listing every memory read and write with its scope, source document, and timestamp for audit. https://octamem.com/download/desktop-app.webp Download the OctaMem desktop app The OctaMem desktop application download screen for macOS and Windows, used to connect local and cloud sources to the memory layer. https://octamem.com/desktop/injection-app https://octamem.com/desktop/injection-file.webp OctaMem Injection adding file memory to a prompt OctaMem Injection attaching file-based memory context to a prompt so an assistant answers from the organisation's own documents. https://octamem.com/docs/openclaw https://octamem.com/docs/integrations/openclaw.webp OctaMem and OpenClaw agent memory integration Co-branded OctaMem and OpenClaw graphic for the guide on installing OctaMem as an OpenClaw plugin so agents persist memory between runs. https://octamem.com/docs/claude-desktop https://octamem.com/docs/integrations/claude.webp OctaMem and Claude Desktop memory integration over MCP Co-branded OctaMem and Claude Desktop graphic for the guide on connecting OctaMem as a Model Context Protocol server so Claude can remember, recall, and forget. https://octamem.com/docs/cursor https://octamem.com/docs/integrations/cursor.webp OctaMem and Cursor memory integration Co-branded OctaMem and Cursor graphic for the guide on adding OctaMem as an MCP server in Cursor so project context survives editor sessions. https://octamem.com/docs/tutorials/crewai-memory https://octamem.com/docs/integrations/crewai.webp OctaMem and CrewAI shared crew memory Co-branded OctaMem and CrewAI graphic for the tutorial on backing a CrewAI crew's ExternalMemory with OctaMem so agents share memory across runs. https://octamem.com/blog https://octamem.com/blog/covers/mem0-vs-zep-vs-octamem.webp Mem0 vs Zep vs OctaMem: choosing an AI agent memory layer The Mem0, Zep, and OctaMem logos on three pedestals around a central VS marker, illustrating a comparison of the three AI agent memory layers. https://octamem.com/blog/covers/types-of-ai-agent-memory.webp The 4 types of AI agent memory: semantic, episodic, procedural & working Four cards around the OctaMem mark showing the memory types: semantic (general knowledge and facts), episodic (events, experiences and context), procedural (skills, routines and how-to knowledge), and working (current context and active reasoning). https://octamem.com/blog/covers/add-persistent-memory-to-cursor-and-claude.webp How to add persistent memory to Cursor and Claude (MCP) Cursor and Claude connected through MCP to OctaMem, the persistent memory layer, giving both tools long-term memory across sessions. https://octamem.com/blog/deal-file-should-answer-back https://octamem.com/blog/covers/deal-file-should-answer-back.webp The deal file should answer back Four steps around the OctaMem mark: upload the deal file in any format, OctaMem analyses and structures the key information, ask questions in natural language, and get accurate answers with references back to the deal file. https://octamem.com/blog/matter-memory-without-breaking-walls https://octamem.com/blog/covers/matter-memory-without-breaking-walls.webp Matter memory without breaking matter walls Four panels around the OctaMem mark: secured document storage, linked records under lock, reasoning over the matter, and improving outcomes — memory that respects client and matter boundaries. https://octamem.com/blog/cursor-permissions-json-mcp-allowlist https://octamem.com/blog/figures/cursor-permissions-json-mcp-allowlist.webp Three sources of permissions and the strict order Cursor applies them in. Three sources of permissions and the strict order Cursor applies them in. https://octamem.com/blog/what-is-an-ai-memory-layer https://octamem.com/blog/figures/what-is-an-ai-memory-layer.webp The four operations of a memory layer. Most systems ship write and retrieve only. The four operations of a memory layer. Most systems ship write and retrieve only. https://octamem.com/blog/coala-cognitive-architectures-language-agents https://octamem.com/blog/figures/coala-cognitive-architectures-language-agents.webp CoALA's taxonomy, and the category error it leaves unresolved. CoALA's taxonomy, and the category error it leaves unresolved. https://octamem.com/blog/ai-memory-layer-cost https://octamem.com/blog/figures/ai-memory-layer-cost.webp Five pricing models and what each one couples your bill to. Five pricing models and what each one couples your bill to. https://octamem.com/blog/semantic-memory-in-ai-agents https://octamem.com/blog/figures/semantic-memory-in-ai-agents.webp Supersession keeps the current truth and the audit trail at the same time. Supersession keeps the current truth and the audit trail at the same time. https://octamem.com/blog/episodic-memory-in-ai-agents https://octamem.com/blog/figures/episodic-memory-in-ai-agents.webp Episodic retrieval that ranks on four signals instead of one. Episodic retrieval that ranks on four signals instead of one. https://octamem.com/blog/procedural-memory-in-ai-agents https://octamem.com/blog/figures/procedural-memory-in-ai-agents.webp Explicit procedural memory can be governed. Implicit cannot. Explicit procedural memory can be governed. Implicit cannot. https://octamem.com/blog/agent-memory-benchmarks-explained https://octamem.com/blog/figures/agent-memory-benchmarks-explained.webp What the three benchmarks grade, and the shared blind spot. What the three benchmarks grade, and the shared blind spot. https://octamem.com/blog/how-to-choose-an-ai-memory-layer https://octamem.com/blog/figures/how-to-choose-an-ai-memory-layer.webp The ten tests, weighted. Run the critical three for your sector first. The ten tests, weighted. Run the critical three for your sector first. https://octamem.com/blog/agent-memory-failure-modes https://octamem.com/blog/figures/agent-memory-failure-modes.webp Nine production failure modes. Eight share one root cause. Nine production failure modes. Eight share one root cause. https://octamem.com/blog/gdpr-right-to-erasure-ai-memory https://octamem.com/blog/figures/gdpr-right-to-erasure-ai-memory.webp Deletion removes the episodes. The summary they fed survives. Deletion removes the episodes. The summary they fed survives. https://octamem.com/blog/mcp-memory-servers https://octamem.com/blog/figures/mcp-memory-servers.webp One memory server behind every MCP client. One memory server behind every MCP client. https://octamem.com/blog/context-engineering-vs-memory https://octamem.com/blog/figures/context-engineering-vs-memory.webp The boundary contract: memory ranks, context engineering selects and shapes. The boundary contract: memory ranks, context engineering selects and shapes. https://octamem.com/blog/law-firm-organisational-intelligence https://octamem.com/blog/figures/law-firm-organisational-intelligence.webp The law firm memory problem The same knowledge, held in people versus held by the firm. https://octamem.com/blog/real-estate-organisational-intelligence https://octamem.com/blog/figures/real-estate-organisational-intelligence.webp Deal memory across the property lifecycle A deal generates knowledge at every stage. Almost none of it survives the deal. https://octamem.com/blog/organisational-intelligence-universal-brain https://octamem.com/blog/figures/organisational-intelligence-universal-brain.webp Fragmented context versus a governed universal brain Left: every person feeds every agent by hand, and nothing persists. Right: people and agents share one governed memory that compounds. https://octamem.com/blog/company-brain-for-startups https://octamem.com/blog/figures/company-brain-for-startups.webp Founder as context bottleneck versus a shared company brain Without a brain, every agent's context routes through a founder. With one, context is written once and retrieved everywhere. https://octamem.com/blog/second-brain-for-ai-agents https://octamem.com/blog/figures/second-brain-for-ai-agents.webp One personal memory serving every agent Vendor-locked memories keep your context in silos. A personal memory layer makes it portable.