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universal-memory

PyPI·Infrastructure

Universal-memory provides a vendor-agnostic persistence layer for AI agents, enabling consistent memory across different LLM providers. It supports advanced context engineering, agent skills, and integrates with the Model Context Protocol (MCP). Aimed at developers building reliable, multi-provider autonomous AI systems.

Open SourceApache-2.0WebCLIAPI
Uuniversal-memory preview
Visit PyPI↗
5stars
4features
2026since

Overview

4 features

universal-memory is an AI & ML project. It focuses on giving AI agents consistent, provider-independent long-term memory and cognitive state management. It is built as an open-source project for AI developers. The project is open source (Apache-2.0). It ships for the web, the command line, and API.

Behind universal-memory is YanAmorelli, and it first shipped in 2026. The project is developed in the open on GitHub with 226 commits in the last 90 days. Among its 4 catalogued features are Cognitive Persistence, Vendor Agnostic, and Agent Memory. It exposes integrations via an MCP server.

Summary written by a language model from the project’s public pages.

  • ✓Cognitive Persistence
  • ✓Vendor Agnostic
  • ✓Agent Memory
  • ✓Context Engineering
Tags
agent-memorycognitive-persistencemcp-serverllm-contextuniversal-memory
AI capabilities
Text
Inference: Hybrid

Built with & integrations

AI providers
multiple
Connectors
MCP
Runs on
BrowserCLIAPI-only

Trust & compliance

License
Apache-2.0
Verified signals
✓HTTPS✓Open Source✓Free tier✓GitHub · ★ 5✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed1 Aug · 17:19 UTC
    universal-memory verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about universal-memory

What is universal-memory?
Universal-memory focuses on giving AI agents consistent, provider-independent long-term memory and cognitive state management. It is catalogued under AI & ML on PulseGate.
Who should use universal-memory?
universal-memory is an open-source project built for AI developers.
Does universal-memory have a free plan?
Yes — universal-memory is open source under the Apache-2.0 license and free to use.
What platforms does universal-memory run on?
universal-memory runs on the web, the command line, and API.
Is universal-memory still active?
The GitHub repository shows 226 commits in the last 90 days.
Who makes universal-memory?
universal-memory is developed by YanAmorelli.
When did universal-memory launch?
universal-memory first shipped in 2026.
Is universal-memory open source?
Yes — universal-memory is open source under the Apache-2.0 license, developed on GitHub.

At a glance

Platforms
Cli · Web
Languages
English
Open source
Yes · ★ 5
License
Apache-2.0
First seen
1 Aug 2026
Built for
AI developers
Model
Open source
Solves
Giving AI agents consistent, provider-independent long-term memory and cognitive state management.

Registered as

GitHub
YanAmorelli/universal-memory
PyPI
universal-memory

Developer

YanAmorelli
Small team
↗ GitHub

Open source

View on GitHub →
Stars
5
Forks
0
Open issues
4
Last commit
1 Aug 2026
Commits 90d
226
Contributors
2
Authorship
Small team
Default branch
main
Latest release
v0.4.0 · 7 Jul 2026

Live coverage

Identity confidence
Low · 64
Indexed
1 Aug 2026
Lifecycle
Alive
First seen
Aug 2026
Last seen
1 Aug 2026
Identity audit (13)
Slug
universal-memory-pypi-org
Lifecycle state recorded
1 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
1 Aug 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
4 Aug 2026
Canonical URL
https://universal-memory.com

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