Compliance Scanner
Autonomous security and compliance scanning agent for git repositories
---
## About
Compliance Scanner is an autonomous agent that continuously monitors git repositories for security vulnerabilities, GDPR/OAuth compliance patterns, and dependency risks. It creates issues in external trackers (GitHub/GitLab/Jira) with evidence and remediation suggestions, reviews pull requests, and exposes a Dioxus-based dashboard for visualization.
> **How it works:** The agent runs as a lazy daemon -- it only scans when new commits are detected, triggered by cron schedules or webhooks. LLM-powered triage filters out false positives and generates actionable remediation.
## Features
| Area | Capabilities |
|------|-------------|
| **SAST Scanning** | Semgrep-based static analysis with auto-config rules |
| **SBOM Generation** | Syft + cargo-audit for complete dependency inventory |
| **CVE Monitoring** | OSV.dev batch queries, NVD CVSS enrichment, SearXNG context |
| **GDPR Patterns** | Detect PII logging, missing consent, hardcoded retention, missing deletion |
| **OAuth Patterns** | Detect implicit grant, missing PKCE, token in localStorage, token in URLs |
| **LLM Triage** | Confidence scoring via LiteLLM to filter false positives |
| **Issue Creation** | Auto-create issues in GitHub, GitLab, or Jira with code evidence |
| **PR Reviews** | Post security review comments on pull requests |
| **Dashboard** | Fullstack Dioxus UI with findings, SBOM, issues, and statistics |
| **Webhooks** | GitHub (HMAC-SHA256) and GitLab webhook receivers for push/PR events |
## Architecture
```
┌─────────────────────────────────────────────────────────────┐
│ Cargo Workspace │
├──────────────┬──────────────────┬───────────────────────────┤
│ compliance- │ compliance- │ compliance- │
│ core │ agent │ dashboard │
│ (lib) │ (bin) │ (bin, Dioxus 0.7.3) │
│ │ │ │
│ Models │ Scan Pipeline │ Fullstack Web UI │
│ Traits │ LLM Client │ Server Functions │
│ Config │ Issue Trackers │ Charts + Tables │
│ Errors │ Scheduler │ Settings Page │
│ │ REST API │ │
│ │ Webhooks │ │
└──────────────┴──────────────────┴───────────────────────────┘
│
MongoDB (shared)
```
## Scan Pipeline (7 Stages)
1. **Change Detection** -- `git2` fetch, compare HEAD SHA with last scanned commit
2. **Semgrep SAST** -- CLI wrapper with JSON output parsing
3. **SBOM Generation** -- Syft (CycloneDX) + cargo-audit vulnerability merge
4. **CVE Scanning** -- OSV.dev batch + NVD CVSS enrichment + SearXNG context
5. **Pattern Scanning** -- Regex-based GDPR and OAuth compliance checks
6. **LLM Triage** -- LiteLLM confidence scoring, filter findings < 3/10
7. **Issue Creation** -- Dedup via SHA-256 fingerprint, create tracker issues
## Tech Stack
| Layer | Technology |
|-------|-----------|
| Shared Library | `compliance-core` -- models, traits, config |
| Agent | Axum REST API, git2, tokio-cron-scheduler, Semgrep, Syft |
| Dashboard | Dioxus 0.7.3 fullstack, Tailwind CSS |
| Database | MongoDB with typed collections |
| LLM | LiteLLM (OpenAI-compatible API) |
| Issue Trackers | GitHub (octocrab), GitLab (REST v4), Jira (REST v3) |
| CVE Sources | OSV.dev, NVD, SearXNG |
## Getting Started
### Prerequisites
- Rust 1.89+
- [Dioxus CLI](https://dioxuslabs.com/learn/0.7/getting_started) (`dx`)
- MongoDB
- Docker & Docker Compose (optional)
### Optional External Tools
- [Semgrep](https://semgrep.dev/) -- for SAST scanning
- [Syft](https://github.com/anchore/syft) -- for SBOM generation
- [cargo-audit](https://github.com/rustsec/rustsec) -- for Rust dependency auditing
### Setup
```bash
# Clone the repository
git clone
cd compliance-scanner
# Start MongoDB + SearXNG
docker compose up -d mongo searxng
# Configure environment
cp .env.example .env
# Edit .env with your LiteLLM, tracker tokens, and MongoDB settings
# Run the agent
cargo run -p compliance-agent
# Run the dashboard (separate terminal)
dx serve --features server --platform web
```
### Docker Compose (Full Stack)
```bash
docker compose up -d
```
This starts MongoDB, SearXNG, the agent (port 3001), and the dashboard (port 8080).
## REST API
The agent exposes a REST API on port 3001:
| Method | Endpoint | Description |
|--------|----------|-------------|
| `GET` | `/api/v1/health` | Health check |
| `GET` | `/api/v1/stats/overview` | Summary statistics and trends |
| `GET` | `/api/v1/repositories` | List tracked repositories |
| `POST` | `/api/v1/repositories` | Add a repository to track |
| `POST` | `/api/v1/repositories/:id/scan` | Trigger a manual scan |
| `GET` | `/api/v1/findings` | List findings (filterable) |
| `GET` | `/api/v1/findings/:id` | Get finding with code evidence |
| `PATCH` | `/api/v1/findings/:id/status` | Update finding status |
| `GET` | `/api/v1/sbom` | List dependencies |
| `GET` | `/api/v1/issues` | List cross-tracker issues |
| `GET` | `/api/v1/scan-runs` | Scan execution history |
| `POST` | `/webhook/github` | GitHub webhook (HMAC-SHA256) |
| `POST` | `/webhook/gitlab` | GitLab webhook (token verify) |
## Dashboard Pages
| Page | Description |
|------|-------------|
| **Overview** | Stat cards, severity distribution chart |
| **Repositories** | Add/manage tracked repos, trigger scans |
| **Findings** | Filterable table by severity, type, status |
| **Finding Detail** | Code evidence, remediation, suggested fix, linked issue |
| **SBOM** | Dependency inventory with vulnerability badges |
| **Issues** | Cross-tracker view (GitHub + GitLab + Jira) |
| **Settings** | Configure LiteLLM, tracker tokens, SearXNG URL |
## Project Structure
```
compliance-scanner/
├── compliance-core/ Shared library (models, traits, config, errors)
├── compliance-agent/ Agent daemon (pipeline, LLM, trackers, API, webhooks)
│ └── src/
│ ├── pipeline/ 7-stage scan pipeline
│ ├── llm/ LiteLLM client, triage, descriptions, fixes, PR review
│ ├── trackers/ GitHub, GitLab, Jira integrations
│ ├── api/ REST API (Axum)
│ └── webhooks/ GitHub + GitLab webhook receivers
├── compliance-dashboard/ Dioxus fullstack dashboard
│ └── src/
│ ├── components/ Reusable UI components
│ ├── infrastructure/ Server functions, DB, config
│ └── pages/ Full page views
├── assets/ Static assets (CSS, icons)
├── styles/ Tailwind input stylesheet
└── bin/ Dashboard binary entrypoint
```
## External Services
| Service | Purpose | Default URL |
|---------|---------|-------------|
| MongoDB | Persistence | `mongodb://localhost:27017` |
| LiteLLM | LLM proxy for triage and generation | `http://localhost:4000` |
| SearXNG | CVE context search | `http://localhost:8888` |
| Semgrep | SAST scanning | CLI tool |
| Syft | SBOM generation | CLI tool |
---
Built with Rust, Dioxus, and a commitment to automated security compliance.