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How AI describes Cognee

Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this

Cognee logoCogneecognee.ai

Cognee is an open-source memory platform for AI agents that captures context, turns it into graph memory, and lets agents recall it across sessions, with an option to scale on Cognee Cloud. It offers a single memory API and first-party integrations (Claude Code, Cursor, LangGraph, OpenClaw, Hermes, MCP) so agents remember sources, follow domain rules, and preserve citations. Used for journaling, sales intelligence, documentation knowledge bases, and memory-enabled coding agents, Cognee connects data sources via adapters to create a durable, recallable memory layer across agents.

Parse Score

54.1

#63 of 176 in LLM Agent Frameworks and Tooling

Strength30
Reach42
Authority34

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Sources

cognee.ai shapes more of what AI says about Cognee than any other source, at 53% of its citations.

fountaincity.tech · reddit.com · arize.com · atlan.com

AI questions where Cognee appears

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The market map

LLM Agent Frameworks and Tooling →
10%20%50%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →LangChainCrewAIMicrosoft AutoGenOpenAIMicrosoftn8nAlphabetAmazonMicrosoft Semant…FlowiseLlamaIndexLindy.aiZapierIBM

Where AI ranks Cognee

LLM Agent Frameworks and Tooling#63

  • Excerpts where Cognee appeared in the AI's answer

    Google AI Mode · excerpt
    Cognee: Excellent for applications needing a graph-based, structured, and auditable memory engine.

  • Excerpts where Cognee appeared in the AI's answer

    Google AI Mode · excerpt
    Cognee: Excellent for ingesting large amounts of unstructured documents and organizing them into a knowledge graph for agents to query.
    Google AI Mode · excerpt
    Cognee: If your goal is deep document ingestion, Cognee is highly regarded for its ability to ingest massive amounts of unstructured company data

  • Excerpts where Cognee appeared in the AI's answer

    Google AI Mode · excerpt
    Cognee: Best for open-source, graph-vector hybrid memory control planes that run locally or self-hosted in privacy-regulated environments.

  • Excerpts where Cognee appeared in the AI's answer

    ChatGPT Search · excerpt
    Cognee — worth considering if you want a more knowledge-graph-oriented memory layer
    Google AI Mode · excerpt
    Cognee : Blends vector search with graph databases through an automated Extract, Cognify, and Load (ECL) pipeline