Cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

by topoteretes 30k GitHub stars Apache-2.0 Updated Jul 30, 2026
Cognee skill by topoteretes
Cognee — Workflow skill by topoteretes

Overview

Cognee is an open-source workflow skill for Claude Code and compatible agents, published by topoteretes. Its author describes it as: “Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.”. The project has 30k stars on GitHub and is available under the Apache-2.0 license. Add it to your setup with `git clone https://github.com/topoteretes/cognee ~/.claude/skills/cognee`.

Best for

Installation

Add Cognee to your agent with:

git clone https://github.com/topoteretes/cognee ~/.claude/skills/cognee

Review a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.

Supported agents

Neither the skill nor its repository names a specific agent. It uses the SKILL.md format, which several agents can load — check the repository for any agent-specific requirements.

License

Cognee is published under the Apache-2.0 license.

Strengths

  • Clear Apache-2.0 license — safe to read and adapt within its terms
  • Ships in topoteretes/cognee, an established project with 29,579 GitHub stars
  • Actively maintained — repository updated in the last 90 days

Author

topoteretes 11 skills in the catalog · GitHub profile ↗
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Topics

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Frequently asked questions

What does Cognee do?
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
How do I install Cognee?
Run git clone https://github.com/topoteretes/cognee ~/.claude/skills/cognee in your agent, then reload your skills. Review the source at https://github.com/topoteretes/cognee before installing.
Is Cognee free to use?
Yes. Cognee is free and open source under the Apache-2.0 license, so you can read, run, and adapt it within that license's terms.
Where does Cognee come from?
Cognee ships inside topoteretes/cognee, a repository that contains 11 catalogued skills in total. The repository's 29,579 GitHub stars apply to that whole collection, not to this skill on its own.

Use when the user wants to drive cognee from the terminal with cognee-cli — remember/recall/forget/improve memory commands, managing datasets and config, or database migrations.

30k GitHub stars Apache-2.0 Updated Aug 18, 2026 Free

Use when the user needs something that ships outside cognee core — community database adapters (Qdrant, Milvus, Weaviate, Redis, Pinecone, FalkorDB, Memgraph, DuckDB, NetworkX, …), data-source connectors (Slack, Gmail, Notion, Confluence, Google Drive), custom tasks/pipelines/retrievers (Exa, ScrapeGraph, codify), Keywords AI observability — or wants to contribute a package to the cognee-community repo.

30k GitHub stars Apache-2.0 Updated Aug 18, 2026 Free

Use when the user wants to install cognee and run their first remember → recall flow with the Python SDK — fresh setup, virtual env, extras selection, or a minimal working example.

30k GitHub stars Apache-2.0 Updated Aug 18, 2026 Free

Use when working with cognee's permission system — understanding or changing how users, roles, and tenants get access to datasets, how ACL grants work, where permissions are enforced in add/cognify/search/delete, and how the grant records surface in the memory-provenance view.

30k GitHub stars Apache-2.0 Updated Aug 18, 2026 Free