CLOUDM0N
Repository intelligence

samosa-ai-com/Chanakya-Local-Friend

GitHub

Chanakya is an advanced, open-source, and self-hostable voice assistant designed for privacy, power, and flexibility. It leverages local AI/ML models to ensure your data stays with you. It Integrates with 1000+ third-party MCP servers including Home Assistant.

CLOUDM0N decision
REVIEW BEFORE ADOPTION
Trust REVIEW · 45/100
Good fit if

Teams whose requirements match this repository’s core capability.

Watch out for

Review deployment and security evidence before production adoption.

Practical intelligence

What matters before you adopt it

Best for
Teams whose requirements match this repository’s core capability.
Main trade-offs
Review deployment and security evidence before production adoption.
Trust & CVEs

Security evidence without the noise

Trust remains a decision signal; CVEs and scanner evidence explain what is driving the risk.

Security findings
4
CLOUDM0N scanner findings
Critical
0
High
1
Medium
3
Low
0
View trust evidence & security findings▼
Why this score
No trust rationale was stored for this scan.
CLOUDM0N findings
HIGH
Container configuration requests host-level control or isolation bypass. 1 sample match(es) found.
MEDIUM
Dynamic code execution pattern detected. 5 sample match(es) found.
MEDIUM
The project can spawn operating-system processes; review command construction and input handling. 5 sample match(es) found.
MEDIUM
Broad permission or elevated-command pattern detected. 5 sample match(es) found.
Architecture from code4 modules · 0 edges▼
Structural evidence

Modules and dependency edges extracted from repository code. This is code evidence, not README inference.

Code files
168
Modules
4
Dependency edges
0
Core modules
apps
163 files
scripts
5 files
Dependency flow
No dependency edges were extracted.
Detected languages
Python · Shell · JavaScript
Detected frameworks
FastAPI · Flask · SQLAlchemy
Architecture evidence details
flowchart TD
    %% chanakya-maf-mvp — high-level architecture (DRAFT, refine me)
    n0["apps · 163 files"]
    n1["scripts · scripts · 5 files"]
    class n1 infra
    classDef infra fill:#b35c00,color:#ffffff,stroke:#8f4a00
Agent handoff
Use with any agent
JSON API
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