knoten

Item: knoten
Rating: 73
Author: M8ven

Enables coding agents to query and commit to a research graph that remembers failed experiments, ensuring reproducibility and preventing redundant work.

→ BY571/knoten · listed on glama

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// 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.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configKNOTEN_GRAPH— "env": {"": "/path/to/llm-research"}

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 3 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/by571-knoten-gnqswo)](https://m8ven.ai/mcp/by571-knoten-gnqswo)

commit: b14a8d277a0dbb2584850a774eb115c56cf9688f

code hash: eb6a6bbfd99cd5e8ad49e4cbed800c03d997a7d39a073125cd455a311fba7546

verified: 7/14/2026, 8:31:30 AM

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