cognee vs MemGPT (2026)

A side-by-side comparison of cognee and MemGPT, two ai agent memory AI agents. Compare pricing, access model, and key features to decide which fits your workflow.

Category
AI Agent Memory
AI Agent Memory
Industry
Technology
Technology
Pricing
Free
Free
Access
Open Source
Open Source
Upvotes
3
2
Views
483
1329

About cognee

Reliable LLM Memory for AI Applications and AI Agents

About MemGPT

An LLM framework for building autonomous agents with long-term memory and customizable tools.

Key features compared

Modular: Cognee is modular by nature, using tasks grouped into pipelines
Local Setup: By default, LanceDB runs locally with NetworkX and OpenAI.
Vector Stores: Cognee supports LanceDB, Qdrant, PGVector and Weaviate for vector storage.
Language Models (LLMs): You can use either Anyscale or Ollama as your LLM provider.
Graph Stores: In addition to NetworkX, Neo4j is also supported for graph storage.
Long-Term Memory Management, Stateful Execution, External Data Source Integration, Custom Tool Utilization, Autonomous Memory Updates, Multi-Agent Support.

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