Glados (Qcko/Glados) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 3 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100

Glados

Local-first, voice-controlled AI assistant for the home. Pluggable STT/TTS/LLM and MCP servers; runs on your own hardware.

→ Qcko/Glados· listed on github_repo_search

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

⚡ Live Monitored: not connected

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Who stands behind it

Qcko

Source: github_repo_search

Is this your MCP?

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Install from

GitHub

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 1 credential: GLADOS_TLS_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configGLADOS_WS_URL
configGLADOS_CONFIG_DIR
configGLADOS_PIPER_VOICES_DIR
configGLADOS_HOST
configGLADOS_PORT
configGLADOS_ADMIN_PORTaudio), and strips tool arguments/results. Leave unset to
configGLADOS_TLS_CERT
🔐 secretGLADOS_TLS_KEY
configGLADOS_LLM_BACKEND
configGLADOS_LLM_MODELand GLADOS_LLM_HOST also work as overrides.
configGLADOS_LLM_HOSTGLADOS_LLM_MODEL and also work as overrides.
configGLADOS_VAD_BACKEND
configGLADOS_STT_BACKEND
configGLADOS_TTS_BACKEND
configGLADOS_ROUTER_CLOUD_MODEL
configGLADOS_LOG_DIR
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

3/3 tools missing one or more hints — echo (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); add (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); roll_dice (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 2 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/qcko/glados)](https://m8ven.ai/mcp/qcko/glados)
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commit: 0182150cf56efcf061aceca8f005b1a347c5c453
code hash: 8e65ea2ec67402188a4126bd322c517c24429169fb90da7f4a0cd80494b1ba55
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