Cognee: Revolutionize Agent Memory with AI-Powered Skills

Cognee: Revolutionize Agent Memory with AI-Powered Skills

Cognee is a specialized skill designed to enhance AI agent memory through advanced techniques such as graph-based retrieval and entity extraction from diverse data inputs. This skill facilitates the transformation of documents, URLs, and datasets into structured knowledge graphs, allowing AI agents to develop persistent memory and personalization capabilities.

What this skill does

• Ingests text, files, URLs, repositories, and datasets to construct or reconstruct knowledge graphs.
• Enhances and enriches existing graphs through data ingestion and the `memify` function.
• Extracts entities and relationships using ontology-based methodologies.
• Supports various search types, including chunk search, Cypher search, and natural-language graph search.
• Offers adaptive learning and personalization by supporting feedback loops and updating graph memory, promoting knowledge promotion within agents.

Who it is for

This skill is ideal for developers and engineering teams utilizing AI coding agents such as Claude Code, Cursor, and Codex. It is particularly beneficial for those looking to implement advanced memory capabilities in their AI solutions.

Use cases

• Developers wanting to enable AI agents to maintain and refer to short-term and long-term memory through structured data.
• Organizations aiming to personalize AI interactions using session-based memory and feedback mechanisms.
• Teams seeking to visualize and manage comprehensive knowledge graphs generated from various data sources.

Technical details

• Integrates with AI agents using the Cognee-specific Python API.
• Uses Redis-based memory storage to facilitate cross-session memory application.
• Supports graph enrichment and extraction models like `DataPoint` for customization.
• Utilizes temporal knowledge graphs and ontologies for efficient data structuring and retrieval.

Source & Licence

This package is built on open-source work published by topoteretes (topoteretes/cognee) and distributed under Apache-2.0. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted under the Apache License 2.0, which also includes an express patent grant. Attribution and any NOTICE file must be retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.