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lilbee

Run and manage local AI models, search your files and code, and crawl the web, all in one program. Cited answers, local-first, with an MCP server for your coding agent. TUI, CLI, REST API, and Python library. Works with Ollama and LM Studio.

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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.
// 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 1 concrete improvement 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/tobocop2-lilbee-10ures)](https://m8ven.ai/mcp/tobocop2-lilbee-10ures)
commit: a62ea6488610973689c57654926f023a68669172
code hash: 11b3981ea64a6c1e90e90009b55f403f9989be68799229746195c2e9a32b04ad
verified: 6/15/2026, 1:09:52 PM
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