Cognee

Knowledge-graph memory for agents.

Lets your agent remember across sessions.

Gap ScorePending test on Mac Studio

32K stars
Apache-2.0
Updated 2026-10-15

Where it sits

Modelthe weights
Runtimeruns & routes it
Harnessmakes it act
CogneeMemorymakes it remember
Toolsgives it hands

Catalog entryVerified it exists. Install steps not tested yet.

.md .json

Homepage Repo

AGENT VIEW · text/markdown · or send Accept: text/markdown

---
schema: "https://insidethemachine.ai/schema/listing.schema.json"
slug: "cognee"
name: "Cognee"
kind: "repo"
tier: "catalog"
category: "memory"
category_label: "Memory"
stack_layer: "memory"
homepage: "https://www.cognee.ai"
repo: "https://github.com/topoteretes/cognee"
license: "Apache-2.0"
stars: 32356
last_push: "2026-10-15"
archived: false
tags: []
seen_in_videos: []
gap_score: null
gap_score_status: "pending test on Mac Studio"
verified_on: "2026-10-15"
---

# Cognee

**What:** Knowledge-graph memory for agents.

**Why:** Lets your agent remember across sessions.

**Category:** Memory · **Stack layer:** memory

## Status

Catalog entry. Existence and repo metadata checked 2026-10-15 via the GitHub API. Install commands below are auto-extracted from the README and have NOT been executed or verified. Read the README before running anything; prefer a sandbox or venv.

## Install (unverified)

1. [any] source: README (auto-extracted); status: unverified, not executed

```bash
uv pip install "cognee[gliner]"
```

## Verify

No verified check yet. Minimum: the install command exits 0 and the tool's own help/version flag runs (exact flag: see README).

## Rollback (unverified)

1. source: derived inverse of install command

```bash
uv pip uninstall cognee
```

## Links

- Homepage: https://www.cognee.ai
- Repo: https://github.com/topoteretes/cognee
- README: https://github.com/topoteretes/cognee#readme