Skip to content
Back to the index

memory-lab-mcp

PyPIInfrastructure

PulseGate's liveness check found it on 14 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 26 Jul 2026. How this is checked

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.

Inferred · not functionally tested

Open SourceMITCLI
Visit PyPI

Overview

4 features

Purpose: Managing and retrieving structured knowledge and evidence for AI agents in a local-first environment.

Inferred · not functionally tested

Audience: developers

Inferred · not functionally tested

Functions: rag, data_extraction

Inferred · not functionally tested

Interfaces: API: unknown · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: unknown

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

memory-lab-mcp is a Memory & skills project. Inferred · not functionally tested: It focuses on managing and retrieving structured knowledge and evidence for AI agents in a local-first environment. Inferred · not functionally tested: It is built as an open-source project for developers. Basis unknown · not verified: memory-lab-mcp is open source under the MIT license. Basis unknown · not verified: It runs on the command line.

It is developed by Haru, and it first shipped in 2026. Inferred · not functionally tested: Key capabilities include Knowledge Curation, Evidence Index, and Local-first Storage. Basis unknown · not verified: Catalogued interfaces include an MCP server.

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

Tasks: Inferred · not functionally tested

  • Knowledge Curation
  • Evidence Index
  • Local-first Storage
  • MCP Server

Topics: Inferred · not functionally tested

Tags
agent-memoryknowledge-indexlocal-ragmcp-serverevidence-retrieval
AI capabilities
TextStructured
Inference: Local

JSON profile · Text profile · Access guide

Built with & integrations

AI providers
anthropic
Connectors
MCP
Runs on
CLI

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tierGitHub

Indexing history

2

What PulseGate has recorded for this listing

  1. Indexed3 Oct · 01:22 UTC
    memory-lab-mcp seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  2. Indexed26 Jul · 06:08 UTC
    memory-lab-mcp seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about memory-lab-mcp

What does memory-lab-mcp do?
Inferred · not functionally tested: Memory-lab-mcp focuses on managing and retrieving structured knowledge and evidence for AI agents in a local-first environment. It is catalogued under Memory & skills on PulseGate.
Who should use memory-lab-mcp?
Inferred · not functionally tested: memory-lab-mcp is an open-source project built for developers.
Does memory-lab-mcp have a free plan?
Basis unknown · not verified: Yes — memory-lab-mcp is open source under the MIT license and free to use.
What platforms does memory-lab-mcp run on?
Basis unknown · not verified: memory-lab-mcp runs on the command line.
Is memory-lab-mcp still active?
PulseGate's liveness check found it on 14 Sep 2026.
What are alternatives to memory-lab-mcp?
Similar projects tracked by PulseGate include project-memory-mcp, personal-memory-mcp, and mnem-mcp.project-memory-mcppersonal-memory-mcpmnem-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.

Similar projects

Closest matches by what these projects do