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gen-ai-starter
A starting point for building custom agentic LLM applications using Open Source tooling and models. Incorporates Ollama, Open WebUI, Langchain, Streamlit, Chroma, & PGVector using Docker and Docker Compose and optionally Codespaces.
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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.config
API_BASE_URLconfig
LOG_LEVELconfig
OAUTH_CLIENT_ID_SCHEMENAMEconfig
OAUTH_CLIENT_SECRET_SCHEMENAMEconfig
OAUTH_SCOPES_SCHEMENAME// 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 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
[](https://m8ven.ai/mcp/jbsoftware-io-gen-ai-starter-8jxwap)commit: b284721baf08e4a8c949bc1bfdfdf5d715dd82d2
code hash: 6c0233339f2bc83ebea669045cd35a7a40fc9e932006cc898b4c4745395e8c45
verified: 6/14/2026, 11:31:07 AM