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Verification records what our published tests found on a specific version at a specific date. It is not a warranty, and it does not certify that software is free of defects.

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Catalogue/MCP servers/Runbios MCP

Runbios MCP

bios-ai · MCP server

Run BiOS MCP lets an AI assistant train and deploy models on the Run BiOS platform, signed in with an API key or access token. Its Conscious Loop, offered only where the platform has opened it, saves an app's conversations as samples, lets users say how each answer did, and starts a training once enough samples have feedback. A training that does better in testing, or that a member approves, becomes the next numbered version. Your assistant can also run preflight checks, look up GPU pricing and chat with a deployed model.

Written by ooruby from the README of runbios-mcp 0.5.0.

Not claimed by its maker.

Why it's useful

You can train a model on your own app's conversations and feedback, and test each result before it replaces the live one.

What you could do with it

  1. 1Run a preflight on a deployment request before creating it, then reuse the checked request.
  2. 2Look up GPU pricing and training capabilities before you start a training job.
  3. 3Ask for loop statistics to see how many calls were captured and why some were not.

Written from its documentation: what it says it can do, not what our checks found.

RUMCP serverDeveloper tools

Maintenance

Not measured

No release date is on record for this package yet. The nightly publisher check records one as it reaches each npm package, about once every ten nights.

Release activity only: it says nothing about quality or safety, and a finished small package can be fine without releases. How it is measured

Not yet tested
Licence and provenance
finding
no LICENCE file at the root (.)

Published because it was found. A finding is information about where the limits are, not a verdict that the software is unsafe.

What this does not cover

  • ·Everything. Treat it as you would software from anywhere else.

Receipt history: every signed receipt for every version of this listing, and what changed between them.

In its maker's words

Run BiOS MCP server — train and deploy AI models from MCP-compatible automation clients

Compare with

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How far this has been checked

Static scanned

What it establishes
Its published package, or for a hosted server its source repository at a recorded commit, was read file by file, without running it, by every check in our current scan.
What it does not
How it behaves when it runs, or anything the scan does not read yet: several rubric checks, the repository's history, and compiled code in folders named dist or build. For a hosted server, that the endpoint runs the code that was read. The ooruby Index sets out exactly what was read.
Exactly what was read
Version 0.5.0, the file with digest sha512-oqg1rcT3DTDS36utcMj8hWcYw+PzJnYDnH1wLAtMLW6t0hQo9XZDBHvJq4InWBbINDATfTkx26sgZ+6X9yellw==, as the registry publishes it. A published version cannot be replaced, so this names the same bytes for anyone who checks.
Authentication
Runs locally. No hosted endpoint is listed for this package. You run it on your own machine, so there is no endpoint of ours to authenticate against.
How the rungs work

Adding it

Paste this into your client's MCP configuration.

{
  "mcpServers": {
    "bios-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "runbios-mcp@0.5.0"
      ]
    }
  }
}

Or run it directly.

npx -y runbios-mcp@0.5.0

Pinned to 0.5.0, which is the version the findings above were found in. Drop the version to take whatever is newest, and the report on this page stops describing what you installed.

Where this came from

Registry
npm
Package
runbios-mcp
Version read
0.5.0
Resolved
2026-10-10
Open the source(opens in a new tab)

No build provenance published. The repository above is the one the publisher declared, and nothing links it to the package you would install. That is not a mark against this listing, since most packages are published this way, but it is a check nobody can run.

The badge, if this is your listing

It renders the current rung (static scanned) and links back here, where what that does and does not establish is one click away. It updates itself as the evidence deepens.

[![ooruby: static scanned](https://ooruby.com/api/badge/runbios-mcp)](https://ooruby.com/market/runbios-mcp)

About this listing

Kind
MCP server
Category
Developer tools
Pricing
Free
Sandbox
No
Hosted
No
Updated
2026-10-10
Price
Free
Get it freeVisit maker
Rating
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Verification records what our published tests found on a specific version at a specific date. It is not a warranty, and it does not certify that software is free of defects.