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/Gitea) with evidence and remediation suggestions, reviews pull requests with multi-pass LLM analysis, runs autonomous penetration tests, 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 with multi-language awareness.
## 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** | Multi-language-aware confidence scoring (Rust, Python, Go, Java, Ruby, PHP, C++) |
| **Issue Creation** | Auto-create issues in GitHub, GitLab, Jira, or Gitea with dedup via fingerprints |
| **PR Reviews** | Multi-pass security review (logic, security, convention, complexity) with dedup |
| **DAST Scanning** | Black-box security testing with endpoint discovery and parameter fuzzing |
| **AI Pentesting** | Autonomous LLM-orchestrated penetration testing with encrypted reports |
| **Code Graph** | Interactive code knowledge graph with impact analysis |
| **AI Chat (RAG)** | Natural language Q&A grounded in repository source code |
| **Help Assistant** | Documentation-grounded help chat accessible from every dashboard page |
| **MCP Server** | Expose live security data to Claude, Cursor, and other AI tools |
| **Dashboard** | Fullstack Dioxus UI with findings, SBOM, issues, DAST, pentest, and graph |
| **Webhooks** | GitHub, GitLab, and Gitea webhook receivers for push/PR events |
| **Finding Dedup** | SHA-256 fingerprint dedup for SAST, CWE-based dedup for DAST findings |
## Architecture
```
┌──────────────────────────────────────────────────────────────────────────┐
│ Cargo Workspace │
├──────────────┬──────────────────┬──────────────┬──────────┬─────────────┤
│ compliance- │ compliance- │ compliance- │ complian-│ compliance- │
│ core (lib) │ agent (bin) │ dashboard │ ce-graph │ mcp (bin) │
│ │ │ (bin) │ (lib) │ │
│ Models │ Scan Pipeline │ Dioxus 0.7 │ Tree- │ MCP Server │
│ Traits │ LLM Client │ Fullstack UI │ sitter │ Live data │
│ Config │ Issue Trackers │ Help Chat │ Graph │ for AI │
│ Errors │ Pentest Engine │ Server Fns │ Embedds │ tools │
│ │ DAST Tools │ │ RAG │ │
│ │ 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 4 |
| Code Graph | `compliance-graph` -- tree-sitter parsing, embeddings, RAG |
| MCP Server | `compliance-mcp` -- Model Context Protocol for AI tools |
| DAST | `compliance-dast` -- dynamic application security testing |
| Database | MongoDB with typed collections |
| LLM | LiteLLM (OpenAI-compatible API for chat, triage, embeddings) |
| Issue Trackers | GitHub (octocrab), GitLab (REST v4), Jira (REST v3), Gitea |
| CVE Sources | OSV.dev, NVD, SearXNG |
| Auth | Keycloak (OAuth2/PKCE, SSO) |
| Browser Automation | Chromium (headless, for pentesting and PDF generation) |
## Getting Started
### Prerequisites
- Rust 1.94+
- [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 |
| `GET` | `/api/v1/graph/:repo_id` | Code knowledge graph |
| `POST` | `/api/v1/graph/:repo_id/build` | Trigger graph build |
| `GET` | `/api/v1/dast/targets` | List DAST targets |
| `POST` | `/api/v1/dast/targets` | Add DAST target |
| `GET` | `/api/v1/dast/findings` | List DAST findings |
| `POST` | `/api/v1/chat/:repo_id` | RAG-powered code chat |
| `POST` | `/api/v1/help/chat` | Documentation-grounded help chat |
| `POST` | `/api/v1/pentest/sessions` | Create pentest session |
| `POST` | `/api/v1/pentest/sessions/:id/export` | Export encrypted pentest report |
| `POST` | `/webhook/github` | GitHub webhook (HMAC-SHA256) |
| `POST` | `/webhook/gitlab` | GitLab webhook (token verify) |
| `POST` | `/webhook/gitea` | Gitea webhook |
## Dashboard Pages
| Page | Description |
|------|-------------|
| **Overview** | Stat cards, severity distribution, AI chat cards, MCP status |
| **Repositories** | Add/manage tracked repos, trigger scans, webhook config |
| **Findings** | Filterable table by severity, type, status, scanner |
| **Finding Detail** | Code evidence, remediation, suggested fix, linked issue |
| **SBOM** | Dependency inventory with vulnerability badges, license summary |
| **Issues** | Cross-tracker view (GitHub + GitLab + Jira + Gitea) |
| **Code Graph** | Interactive architecture visualization, impact analysis |
| **AI Chat** | RAG-powered Q&A about repository code |
| **DAST** | Dynamic scanning targets, findings, and scan history |
| **Pentest** | AI-driven pentest sessions, attack chain visualization |
| **MCP Servers** | Model Context Protocol server management |
| **Help Chat** | Floating assistant (available on every page) for product Q&A |
## 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, dedup, PR reviews, code review
│ ├── llm/ LiteLLM client, triage, descriptions, fixes, review prompts
│ ├── trackers/ GitHub, GitLab, Jira, Gitea integrations
│ ├── pentest/ AI-driven pentest orchestrator, tools, reports
│ ├── rag/ RAG pipeline, chunking, embedding
│ ├── api/ REST API (Axum), help chat
│ └── webhooks/ GitHub, GitLab, Gitea webhook receivers
├── compliance-dashboard/ Dioxus fullstack dashboard
│ └── src/
│ ├── components/ Reusable UI (sidebar, help chat, attack chain, etc.)
│ ├── infrastructure/ Server functions, DB, config, auth
│ └── pages/ Full page views (overview, DAST, pentest, graph, etc.)
├── compliance-graph/ Code knowledge graph (tree-sitter, embeddings, RAG)
├── compliance-dast/ Dynamic application security testing
├── compliance-mcp/ Model Context Protocol server
├── docs/ VitePress documentation site
├── assets/ Static assets (CSS, icons)
└── styles/ Tailwind input stylesheet
```
## External Services
| Service | Purpose | Default URL |
|---------|---------|-------------|
| MongoDB | Persistence | `mongodb://localhost:27017` |
| LiteLLM | LLM proxy (chat, triage, embeddings) | `http://localhost:4000` |
| SearXNG | CVE context search | `http://localhost:8888` |
| Keycloak | Authentication (OAuth2/PKCE, SSO) | `http://localhost:8080` |
| Semgrep | SAST scanning | CLI tool |
| Syft | SBOM generation | CLI tool |
| Chromium | Headless browser (pentesting, PDF) | Managed via Docker |
---
Built with Rust, Dioxus, and a commitment to automated security compliance.