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AI toolsModels & APIscognee

Added Oct 28, 2026

cognee

Freemium
cogneeModels & APIs views clicks to the websiteNo ratings
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Open-source memory layer for AI agents and teams

Graph and vector retrievalPython SDKMCP and Claude Code integrationSlack, GitHub and Notion connectorsOntology generationSelf-hostingFreemium
OverviewReleasesPricingAlternativesPros & ConsPromptsReviewsQ&A
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cognee.ai
cogneeOpen-source memory layer for AI agents and teamsVisit cognee.ai

What is cognee?

cognee gives LLM agents persistent memory across sessions by combining graph, vector and relational retrieval over your data. It is open source and can run self-hosted, in Docker, on-prem or on Cognee Cloud.

Developers install the Python SDK, store context with a remember call and query it with recall, getting answers assembled from stored memories with citations. It can generate ontologies so agents follow an organization's domain rules, and it links facts across sessions in a knowledge graph.

Connectors for Slack, GitHub, Linear, Notion and Google Drive build a shared company knowledge base, and code indexing covers repositories. It plugs into Claude Code, Codex and other MCP clients, and enterprise plans add bi-temporal memory, provenance on answers and bring-your-own-cloud.

Features

  • Graph and vector retrieval
  • Python SDK
  • MCP and Claude Code integration
  • Slack, GitHub and Notion connectors
  • Ontology generation
  • Self-hosting

Tags

Agent MemoryOpen SourceKnowledge Graph

Releases

+ Submit new release
  1. ListedOct 28, 2026

    cognee was added to the directory.

Organization

cognee

Listed by kitio.ai · unverified owner

Pricing

Pricing model
Freemium
Paid options from
Not listed

cognee plans

  • Free

    Free

    • 1 workspace
    • 1M tokens included
    • Unlimited users and API calls
  • Standard

    $1.00 / 1M tokens

    • $5 per extra workspace a month
    • Slack, Notion, Linear, Drive
    • Code indexing
  • Enterprise

    Contact sales

    • Bi-temporal memory
    • Provenance on every answer
    • Bring your own cloud

Prices in USD, checked Oct 29, 2026. Plans change often, so confirm on the cognee site.Official pricing

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Pros and cons

Pros

  • Open source and self-hostable
  • Free cloud tier with 1M tokens
  • Answers keep source citations

Cons

  • Needs developer setup
  • Data connectors only on paid cloud plans
  • Token-based billing can be hard to predict

Prompts & results

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Reviews

Q&A

What is cognee?

cognee gives LLM agents persistent memory across sessions by combining graph, vector and relational retrieval over your data. It is open source and can run self-hosted, in Docker, on-prem or on Cognee Cloud.

Can I run cognee on my own servers?

Yes. The memory engine is open source and can run locally, in Docker or on-prem for free, alongside the hosted Cognee Cloud.

Which agents work with cognee?

It integrates with Claude Code, Codex and any MCP client, and developers can call it directly from the Python SDK.

How much does cognee cost?

cognee is freemium.

Is there a free version of cognee?

Yes. cognee has a free plan, and paid plans add more usage and features.

What are the main features of cognee?

Graph and vector retrieval, Python SDK, MCP and Claude Code integration, Slack, GitHub and Notion connectors, Ontology generation, Self-hosting.

Who makes cognee?

cognee is made by cognee.

What are the best alternatives to cognee?

Popular alternatives include FalkorDB, Analog AI, Hugging Face.

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