MEMORYBANK
Portable long-term memory store for agents, exposed over MCP
AI Agents & LLMOps — build, route, evaluate, and secure agents.
pip install cognis-memorybank
memorybank scan . # → prioritized findings in seconds
Contents
- Why memorybank? · Features · Quick start · Example · How it compares · Integrations · Install anywhere · Contributing
Why memorybank?
agent-memory niche
memorybank is single-purpose, scriptable, and self-hostable: point it at a target, get prioritized results in the format your workflow already speaks (table · JSON · SARIF), gate CI on it, and let agents drive it over MCP.
Features
- ✅ Todo
- ✅ Fixme
- ✅ Xxx
- ✅ Runs on Linux/macOS/Windows · Docker · devcontainer
- ✅ Ports in Python, JavaScript, Go, and Rust (
ports/)
Quick start
pip install cognis-memorybank
memorybank --version
memorybank scan . # scan current project
memorybank scan . --format json # machine-readable
memorybank scan . --fail-on high # CI gate (non-zero exit)
Example
$ memorybank scan .
[HIGH ] MEM-001 example finding (./src/app.py)
[MEDIUM ] MEM-002 another signal (./config.yaml)
2 findings · risk score 5 · 38ms
How it compares
| Cognis memorybank | agent memory | |
|---|---|---|
| Self-hostable, no account | ✅ | varies |
| Single command, zero config | ✅ | ⚠️ |
| JSON + SARIF for CI | ✅ | varies |
| MCP-native (AI agents) | ✅ | ❌ |
| Polyglot ports (JS/Go/Rust) | ✅ | ❌ |
| Open license | ✅ COCL | varies |
Built in the spirit of agent memory, re-framed the Cognis way. Missing a credit? Open a PR.
Integrations
Pipes into your stack: SARIF for code-scanning, JSON for anything, an MCP server (memorybank mcp) for AI agents, and a webhook forwarder for SIEM/Slack/Jira. See docs/INTEGRATIONS.md.
Install anywhere
| Linux | macOS | Windows | Docker | Cloud |
|---|---|---|---|---|
scripts/setup-linux.sh |
scripts/setup-macos.sh |
scripts/setup-windows.ps1 |
docker run ghcr.io/cognis-digital/memorybank |
DEPLOY.md (AWS/Azure/GCP/k8s) |
Contributing
PRs, new rules, and demo scenarios are welcome under the collaboration-pull model — see CONTRIBUTING.md and SECURITY.md.
⭐ If
memorybanksaved you time, star it — it genuinely helps others find it.
License
Source-available under the Cognis Open Collaboration License (COCL) v1.0 — free for personal, internal-evaluation, research, and educational use; commercial / production use requires a license ([email protected]). See LICENSE.
