claude-mem vs cognee

Common questions

What is the difference between claude-mem and cognee?

claude-mem: Persistent Context Across Sessions for Every Agent. cognee: The Open-Source AI Memory Platform for Agents. See the comparison table for live GitHub stats and shared categories.

When should I choose claude-mem over cognee?

Choose claude-mem over cognee when claude-mem is primarily JavaScript; cognee is Python; Pricing: The software itself is free to use due to its open-source nature, but there may be costs associated with the infrastructure it runs on or optional advanced services.; Both tools provide persistent memory solutions for AI agents, making them alternatives in solving the same problem; Tags unique to claude-mem: embeddings, artificial-intelligence, chromadb, ai-memory; Also covers Data & Retrieval; claude-mem ships an MCP server manifest; - Use Claude-Mem when you need to maintain a consistent and detailed memory of interactions over time with agents such as Claude Code or OpenClaw.

When should I choose cognee over claude-mem?

Choose cognee over claude-mem when cognee is primarily Python; claude-mem is JavaScript; Requirements: Requires environment configuration to ingest data in any format and build a self-hosted knowledge graph.; Both tools provide persistent memory solutions for AI agents, making them alternatives in solving the same problem; Tags unique to cognee: vector-database, knowledge-graph, agent-memory; Also covers Vector Databases; You need to integrate robust, persistent long-term memory capabilities into your AI agents across multiple sessions.

When should I avoid claude-mem?

- Avoid using Claude-Mem if your application does not require persistent context storage between sessions or has a preference for manual control over interaction history management. - Not recommended for users who are only interested in short-term interactions and do not need the feature of compressing session content for future sessions.

When should I avoid cognee?

If you seek immediate deployment without the need for setting up or managing a self-hosted service, as Cognee requires a managed environment to operate. You are looking for a fully managed service with minimal operational overhead, since Cognee is an open-source platform requiring setup and maintenance.

Is claude-mem or cognee more popular on GitHub?

claude-mem has more GitHub stars (86,377 vs 27,329). Stars measure visibility, not whether either tool fits your constraints.

Are claude-mem and cognee open source?

Yes - both are open-source projects on GitHub (claude-mem: Apache-2.0, cognee: Apache-2.0).

Where can I find alternatives to claude-mem or cognee?

GraphCanon lists graph-backed alternatives at /tools/thedotmack-claude-mem/alternatives and /tools/topoteretes-cognee/alternatives (/tools/thedotmack-claude-mem/alternatives.md, /tools/topoteretes-cognee/alternatives.md), ranked by typed relationship edges rather than popularity votes.

Is there a machine-readable version of this comparison?

Yes. The markdown twin at /compare/thedotmack-claude-mem-vs-topoteretes-cognee.md mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

Which is better maintained, claude-mem or cognee?

claude-mem: Very active. cognee: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

Where are the full trust reports for claude-mem and cognee?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: claude-mem: /tools/thedotmack-claude-mem/trust; cognee: /tools/topoteretes-cognee/trust.