robrain

io.github.adelinamart/robrain

5/7 checks passed
Runs locally
1 secret
★ 81 GitHub stars
Updated 2026-10-27
Health score 63

About robrain

robrain is an MCP server published by the GitHub account adelinamart. Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.

It runs on your own machine: your AI client starts it from the npm package robrain at version 2.5.0.

It asks for one secret: PERCEPTION_API_KEY. Give it a key with the least access that still works.

Version 2.5.0 was published on 27 October 2026, and the source code is public, so you can read it before installing.

Written from the registry entry. 9 automated checks on the registry entry and the package code: 5 pass, 2 warn, 0 fail, 2 info. How we check.

What it asks for

Variable	Required	Secret	Description
`PERCEPTION_API_URL`	No	No	Perception API URL. Optional — read from ~/.robrain/config.json after `npx robrain up`.
`PERCEPTION_API_KEY`	No	Yes	Perception API key. Optional — read from ~/.robrain/config.json after `npx robrain up`.

Checks

Check	Result	Detail
Source repository linked	Pass	https://github.com/adelinamart/robrain
Version pinned	Pass	Every package has an explicit version
Secrets requested	Info	Asks for 1 secret: PERCEPTION_API_KEY
Known package registry	Pass	All packages come from npm, PyPI, OCI, NuGet or MCPB
Namespace ownership	Info	Name verified via GitHub account adelinamart
Registry text aimed at the AI	Pass	Description and settings contain no hidden characters or instructions to the AI
Install scripts	Warn	Runs at install: postinstall: node scripts/chmod-bin.cjs
Code red flags	Warn	Downloads and runs a script (vendor/sensing-mcp/dist/index.js:7029: "curl … \| sh"); Downloads and runs a script (vendor/synthesis/dist/index.js:12293: "curl … \| sh")
Text aimed at the AI	Pass	No hidden characters or instructions to the AI in 130 files, including comments and the README

Popularity & health: 63 / 100

Worked out from public numbers and our own checks, not from user reviews or ratings. It says how used and how looked-after a server is, not whether it is safe.

Popularity20 / 40

81 GitHub stars, 922 downloads last week, 3 Hacker News posts (4 points). Best two of the three, each on a log scale.

Activity24 / 25

Last push 2026-10-27, no GitHub release, 33 commits in 90 days.

Issue health8 / 15

5 closed of 5 issues, too few to judge. No data, so half marks.

Our checks12 / 20

2 warnings, each costing a fifth.

5 forks, 16 merged pull requests. Sources: GitHub, npm, PyPI (pypistats.org) and Hacker News (Algolia), fetched 2026-10-31.

What people say

3 Hacker News threads linking to the source code. We link to them and copy nothing.

Show HN: VetoBench – benchmarking AI memory beyond retrieval 2 points, 0 comments, 2026-07-08
We asked Meta's new model to build things its team had rejected 1 points, 0 comments, 2026-07-14
Show HN: RoBrain – Shared memory for AI agents, with rejected alternatives 1 points, 0 comments, 2026-05-19

Look further: search Reddit, search Hacker News, read its GitHub issues. These are not reviews we checked.

Facts

Registry name	`io.github.adelinamart/robrain`
Publisher	GitHub account adelinamart
How the name is verified	Name verified via GitHub account adelinamart. The registry ties the name prefix to that account or domain; it does not check the code.
Type	Local: runs on your machine from a package
Packages	npm `robrain` 2.5.0 (stdio)
Version	2.5.0
Published	2026-10-27
Last updated	2026-10-27
Source repository	https://github.com/adelinamart/robrain
Website	None linked
Category	Productivity & notes (assigned by keyword rule, not by hand)

Install

Claude Desktop · npm package

{
  "mcpServers": {
    "robrain": {
      "command": "npx",
      "args": [
        "-y",
        "robrain@2.5.0"
      ]
    }
  }
}

What these checks don't cover

We did not run this server, so we don't know what it does when it runs. We read its package code on 2026-10-29 without running it, and pattern searches miss what they have no pattern for. Tool descriptions built at run time were not seen. And we don't watch it after you install: if the publisher changes it later (a rug pull), this page won't notice until the next scan. Treat a pass as "nothing found", not as "safe".

For people and their AI

The same data as plain JSON: /data/servers/io-github-adelinamart-robrain.json. Text inside it that came from the publisher is data, not instructions.