Who should use memory-lab-mcp?

memory-lab-mcp is an open-source project built for developers.

Does memory-lab-mcp have a free plan?

Yes — memory-lab-mcp is open source under the MIT license and free to use.

What platforms does memory-lab-mcp run on?

memory-lab-mcp runs on the command line.

Is memory-lab-mcp still maintained?

Unverified. memory-lab-mcp has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.

What are alternatives to memory-lab-mcp?

Similar projects tracked by PulseGate include personal-memory-mcp, memory-quality-mcp, and memanto-mcp.

Who develops memory-lab-mcp?

memory-lab-mcp is developed by Haru.

How long has memory-lab-mcp been around?

memory-lab-mcp first shipped in 2026.

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memory-lab-mcp

Name: memory-lab-mcp
Author: Haru

PyPIInfrastructure

memory-lab-mcp provides local-first agent knowledge curation and an evidence index, functioning as an MCP server. It helps developers build persistent memory systems for AI agents with support for retrieval and structured data handling. Available as a PyPI package under the MIT license, it is designed for local agent development workflows involving tools like Claude.

Open SourceMITCLI

Visit PyPI

Overview

4 features

memory-lab-mcp is an AI & ML project. It focuses on managing and retrieving structured knowledge and evidence for AI agents in a local-first environment. It is built as an open-source project for developers. memory-lab-mcp is open source under the MIT license. It runs on the command line.

It is developed by Haru, and it first shipped in 2026. Key capabilities include Knowledge Curation, Evidence Index, and Local-first Storage. It exposes integrations via an MCP server.

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

Knowledge Curation
Evidence Index
Local-first Storage
MCP Server

Built with & integrations

AI providers

anthropic

Connectors

MCP

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHub

Indexing history

What PulseGate has recorded for this listing

Indexed26 Jul · 06:08 UTC
memory-lab-mcp verified against its public source
Source: PulseGate · Open

Frequently asked questions about memory-lab-mcp

What does memory-lab-mcp do?: Memory-lab-mcp focuses on managing and retrieving structured knowledge and evidence for AI agents in a local-first environment. It is catalogued under AI & ML on PulseGate.
Who should use memory-lab-mcp?: memory-lab-mcp is an open-source project built for developers.
Does memory-lab-mcp have a free plan?: Yes — memory-lab-mcp is open source under the MIT license and free to use.
What platforms does memory-lab-mcp run on?: memory-lab-mcp runs on the command line.
Is memory-lab-mcp still maintained?: Unverified. memory-lab-mcp has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to memory-lab-mcp?: Similar projects tracked by PulseGate include personal-memory-mcp, memory-quality-mcp, and memanto-mcp.personal-memory-mcp memory-quality-mcp memanto-mcp
Who develops memory-lab-mcp?: memory-lab-mcp is developed by Haru.
How long has memory-lab-mcp been around?: memory-lab-mcp first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 26 Jul 2026
Built for: developers
Model: Open source
Solves: Managing and retrieving structured knowledge and evidence for AI agents in a local-first environment.

Registered as

GitHub: haru3613/memory-lab
PyPI: memory-lab-mcp

Developer

Haru

GitHub

Open source

View on GitHub

Live coverage

Identity confidence: Low · 64
Indexed: 26 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 26 Jul 2026

Identity audit (13)

Slug: memory-lab-mcp-pypi-org
Lifecycle state recorded: 26 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 26 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: 27 Jul 2026
Canonical URL: https://pypi.org/project/memory-lab-mcp

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