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personal-understanding

PyPIInfrastructure

PulseGate's liveness check found it on 3 Oct 2026; it is registered on GitHub and PyPI and has been in the index since 1 Sep 2026. How this is checked

personal-understanding is an open-source Python package that gives AI agents local, evidence-chain personal memory. It provides a verbatim-first skill and local stdio MCP server designed for auditable retrieval and reduced fabrication, targeting agent developers and advanced users.

Inferred · not functionally tested

Open SourceMITCLISelf-hostedAPI
Visit PyPI
1star
7features
2026since

Overview

6 features

Purpose: Preventing AI agents from inventing or losing personal context by storing auditable, verbatim-first memory locally.

Inferred · not functionally tested

Audience: AI agent developers and power users

Inferred · not functionally tested

Functions: agents, rag

Inferred · not functionally tested

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

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

Constraint provenance is unknown; confirm requirements with the publisher.

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

personal-understanding is a Memory & skills project. Inferred · not functionally tested: It focuses on preventing AI agents from inventing or losing personal context by storing auditable, verbatim-first memory locally. Inferred · not functionally tested: personal-understanding is an open-source project aimed at AI agent developers and power users. Basis unknown · not verified: personal-understanding is open source under the MIT license. Basis unknown · not verified: personal-understanding is available on the command line and API, and it can be self-hosted.

caix84476-netizen builds and maintains personal-understanding, and it first shipped in 2026. Development happens publicly on GitHub with 10 commits in the last 90 days. Inferred · not functionally tested: Among its 6 catalogued features are verbatim-first memory, evidence-chain retrieval, and auditable memory. Inferred · not functionally tested: Catalogued interfaces include an MCP server.

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

Tasks: Inferred · not functionally tested

  • Verbatim-first memory
  • Evidence-chain retrieval
  • Auditable memory
  • Local-first storage
  • MCP server
  • AI agent skill

Topics: Inferred · not functionally tested

Tags
agent-memorypersonal-knowledge-managementlocal-first-aimcp-server
AI capabilities
Text
Inference: Local

JSON profile · Text profile · Access guide

Built with & integrations

Connectors
MCP
Runs on
CLISelf-hostedAPI-only

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceGitHub · ★ 1Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed1 Sep · 15:56 UTC
    personal-understanding seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about personal-understanding

What does personal-understanding do?
Inferred · not functionally tested: Personal-understanding focuses on preventing AI agents from inventing or losing personal context by storing auditable, verbatim-first memory locally. It is catalogued under Memory & skills on PulseGate.
Who should use personal-understanding?
Inferred · not functionally tested: personal-understanding is an open-source project built for AI agent developers and power users.
Does personal-understanding have a free plan?
Basis unknown · not verified: Yes — personal-understanding is open source under the MIT license and free to use.
What platforms does personal-understanding run on?
Basis unknown · not verified: personal-understanding runs on the command line and API. It can also be self-hosted.
Is personal-understanding still maintained?
PulseGate's liveness check found it on 3 Oct 2026. Its GitHub repository shows 10 commits in the last 90 days.
What projects are similar to personal-understanding?
Similar projects tracked by PulseGate include personal-memory-mcp, people-context-mcp, and persona-constitution-mcp.personal-memory-mcppeople-context-mcppersona-constitution-mcp
Who makes personal-understanding?
personal-understanding is developed by caix84476-netizen.
When did personal-understanding launch?
personal-understanding first shipped in 2026.

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