mackin is an open-source project built for AI researchers and multi-agent system developers.

Yes — mackin is open source under the MIT license and free to use.

What platforms does mackin run on?

mackin runs on the command line.

Is mackin still maintained?

The GitHub repository shows 4 commits in the last 90 days.

Is mackin open source?

Yes — mackin is open source under the MIT license, developed on GitHub.

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mackin

PyPIInfrastructure

mackin is an open-source Python library that provides shared reasoning memory for parallel multi-agent systems. It supports embeddings and memory management to help AI agents coordinate and reason collectively. Ideal for AI researchers and developers building complex agent systems.

Open SourceMITCLI

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Overview

4 features

mackin sits in PulseGate's Other AI category. It focuses on enabling parallel multi-agent systems to share reasoning memory for improved coordination and performance. mackin is an open-source project aimed at AI researchers and multi-agent system developers. The project is open source (MIT). It runs on the command line.

mackin first shipped in 2026. Development happens publicly on GitHub with 4 commits in the last 90 days. Among its 4 catalogued features are shared memory, parallel agent support, and reasoning memory.

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

Shared memory
Parallel agent support
Reasoning memory
Embeddings integration

Built with & integrations

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed1 Jul · 10:27 UTC
mackin verified against its public source
Source: PulseGate · Open

Frequently asked questions about mackin

What is mackin?: Mackin focuses on enabling parallel multi-agent systems to share reasoning memory for improved coordination and performance. It is catalogued under Other AI on PulseGate.
Who is mackin for?: mackin is an open-source project built for AI researchers and multi-agent system developers.
Is mackin free?: Yes — mackin is open source under the MIT license and free to use.
What platforms does mackin run on?: mackin runs on the command line.
Is mackin still maintained?: The GitHub repository shows 4 commits in the last 90 days.
How long has mackin been around?: mackin first shipped in 2026.
Is mackin open source?: Yes — mackin is open source under the MIT license, developed on GitHub.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 1 Jul 2026
Built for: AI researchers and multi-agent system developers
Model: Open source
Solves: Enabling parallel multi-agent systems to share reasoning memory for improved coordination and performance.

Registered as

GitHub: Mackin-labs/Mackin
PyPI: mackin

Developer

Mackinlabs

Solo developer

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 1 Jul 2026
Commits 90d: 4
Contributors: 1
Authorship: Solo
Default branch: main

Live coverage

Identity confidence: Low · 64
Indexed: 1 Jul 2026
Lifecycle: Unverified
First seen: Jul 2026
Last seen: 1 Jul 2026

Identity audit (12)

Slug: mackin-pypi-org
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 1 Jul 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: 1 Jul 2026
Canonical URL: https://pypi.org/project/mackin

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