Laserbrain

io.github.degibug-delPublished by GitHub account degibug-delv0.29.0Updated Oct 24, 2026

The drift harness as an MCP server. Offline, no key — a fixed reference an agent checks against.

VerifiedSTDIODesktop onlyDeveloper Tools

Overview

AI-generated overview

Laserbrain is a local MCP server that exposes a drift harness, giving an assistant an offline, key-free fixed reference to check against.

What you can do
Provide a fixed reference that an assistant can check its output against, described as a drift harness exposed over MCP. Run offline without any API key, so checks need no network or account. The manifest lists no tools, so the exact operations are not documented here.
When to use it
Consider it when you want an assistant to compare its work against a stable local reference and catch drift, without depending on an online service or credentials.
Requirements
Runs as a local process on the user's machine via the PyPI package laserbrain with uvx over stdio. Desktop only; no web executable. No authentication, environment variables or headers are declared.
Before you install
The manifest lists no tools and there is no README, so what the server actually does and what data it reads or writes cannot be verified from the listing. Review the package before installing.

Installation

In SourceWeft

  1. Open Laserbrain in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.29.0LatestSep 16, 2026

Score

25% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.