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docs: rewrite README for hub-centric architecture, remove demo GIFs

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@@ -17,9 +17,9 @@
<sub>
<a href="#-overview"><b>Overview</b></a> •
<a href="#-features"><b>Features</b></a> •
<a href="#-mcp-security-hub"><b>Security Hub</b></a> •
<a href="#-installation"><b>Installation</b></a> •
<a href="USAGE.md"><b>Usage Guide</b></a> •
<a href="#-modules"><b>Modules</b></a> •
<a href="#-contributing"><b>Contributing</b></a>
</sub>
</p>
@@ -32,39 +32,44 @@
## 🚀 Overview
**FuzzForge AI** is an open-source runtime that enables AI agents (GitHub Copilot, Claude, etc.) to orchestrate security research workflows through the **Model Context Protocol (MCP)**.
**FuzzForge AI** is an open-source MCP server that enables AI agents (GitHub Copilot, Claude, etc.) to orchestrate security research workflows through the **Model Context Protocol (MCP)**.
### The Core: Modules
FuzzForge connects your AI assistant to **MCP tool hubs** — collections of containerized security tools that the agent can discover, chain, and execute autonomously. Instead of manually running security tools, describe what you want and let your AI assistant handle it.
At the heart of FuzzForge are **modules** - containerized security tools that AI agents can discover, configure, and orchestrate. Each module encapsulates a specific security capability (static analysis, fuzzing, crash analysis, etc.) and runs in an isolated container.
### The Core: Hub Architecture
- **🔌 Plug & Play**: Modules are self-contained - just pull and run
- **🤖 AI-Native**: Designed for AI agent orchestration via MCP
- **🔗 Composable**: Chain modules together into automated workflows
- **📦 Extensible**: Build custom modules with the Python SDK
FuzzForge acts as a **meta-MCP server** — a single MCP endpoint that gives your AI agent access to tools from multiple MCP hub servers. Each hub server is a containerized security tool (Binwalk, YARA, Radare2, Nmap, etc.) that the agent can discover at runtime.
FuzzForge AI handles module discovery, execution, and result collection. Security modules (developed separately) provide the actual security tooling - from static analyzers to fuzzers to crash triagers.
- **🔍 Discovery**: The agent lists available hub servers and discovers their tools
- **🤖 AI-Native**: Hub tools provide agent context — usage tips, workflow guidance, and domain knowledge
- **🔗 Composable**: Chain tools from different hubs into automated pipelines
- **📦 Extensible**: Add your own MCP servers to the hub registry
Instead of manually running security tools, describe what you want and let your AI assistant handle it.
### 🎬 Use Case: Firmware Vulnerability Research
> **Scenario**: Analyze a firmware image to find security vulnerabilities — fully automated by an AI agent.
```
User: "Search for vulnerabilities in firmware.bin"
Agent → Binwalk: Extract filesystem from firmware image
Agent → YARA: Scan extracted files for vulnerability patterns
Agent → Radare2: Trace dangerous function calls in prioritized binaries
Agent → Report: 8 vulnerabilities found (2 critical, 4 high, 2 medium)
```
### 🎬 Use Case: Rust Fuzzing Pipeline
> **Scenario**: Fuzz a Rust crate to discover vulnerabilities using AI-assisted harness generation and parallel fuzzing.
<table align="center">
<tr>
<th>1️⃣ Analyze, Generate & Validate Harnesses</th>
<th>2️⃣ Run Parallel Continuous Fuzzing</th>
</tr>
<tr>
<td><img src="assets/demopart2.gif" alt="FuzzForge Demo - Analysis Pipeline" width="100%"></td>
<td><img src="assets/demopart1.gif" alt="FuzzForge Demo - Parallel Fuzzing" width="100%"></td>
</tr>
<tr>
<td align="center"><sub>AI agent analyzes code, generates harnesses, and validates they compile</sub></td>
<td align="center"><sub>Multiple fuzzing sessions run in parallel with live metrics</sub></td>
</tr>
</table>
```
User: "Fuzz the blurhash crate for vulnerabilities"
Agent → Rust Analyzer: Identify fuzzable functions and attack surface
Agent → Harness Gen: Generate and validate fuzzing harnesses
Agent → Cargo Fuzzer: Run parallel coverage-guided fuzzing sessions
Agent → Crash Analysis: Deduplicate and triage discovered crashes
```
---
@@ -82,13 +87,13 @@ If you find FuzzForge useful, please **star the repo** to support development!
| Feature | Description |
|---------|-------------|
| 🤖 **AI-Native** | Built for MCP - works with GitHub Copilot, Claude, and any MCP-compatible agent |
| 📦 **Containerized** | Each module runs in isolation via Docker or Podman |
| 🔄 **Continuous Mode** | Long-running tasks (fuzzing) with real-time metrics streaming |
| 🔗 **Workflows** | Chain multiple modules together in automated pipelines |
| 🛠️ **Extensible** | Create custom modules with the Python SDK |
| 🏠 **Local First** | All execution happens on your machine - no cloud required |
| 🔒 **Secure** | Sandboxed containers with no network access by default |
| 🤖 **AI-Native** | Built for MCP — works with GitHub Copilot, Claude, and any MCP-compatible agent |
| 🔌 **Hub System** | Connect to MCP tool hubs — each hub brings dozens of containerized security tools |
| 🔍 **Tool Discovery** | Agents discover available tools at runtime with built-in usage guidance |
| 🔗 **Pipelines** | Chain tools from different hubs into automated multi-step workflows |
| 🔄 **Persistent Sessions** | Long-running tools (Radare2, fuzzers) with stateful container sessions |
| 🏠 **Local First** | All execution happens on your machine — no cloud required |
| 🔒 **Sandboxed** | Every tool runs in an isolated container via Docker or Podman |
---
@@ -102,27 +107,57 @@ If you find FuzzForge useful, please **star the repo** to support development!
▼
┌─────────────────────────────────────────────────────────────────┐
│ FuzzForge MCP Server │
│ ┌─────────────┐ ┌──────────────┐ ┌────────────────────────┐ │
│ │list_modules │ │execute_module│ │start_continuous_module │ │
│ └─────────────┘ └──────────────┘ └────────────────────────┘ │
│ │
│ Projects Hub Discovery Hub Execution │
│ ┌──────────────┐ ┌──────────────────┐ ┌───────────────────┐ │
│ │init_project │ │list_hub_servers │ │execute_hub_tool │ │
│ │set_assets │ │discover_hub_tools│ │start_hub_server │ │
│ │list_results │ │get_tool_schema │ │stop_hub_server │ │
│ └──────────────┘ └──────────────────┘ └───────────────────┘ │
└───────────────────────────┬─────────────────────────────────────┘
│
│ Docker/Podman
▼
┌─────────────────────────────────────────────────────────────────┐
│ FuzzForge Runner │
│ Container Engine (Docker/Podman) │
└───────────────────────────┬─────────────────────────────────────┘
│
┌───────────────────┼───────────────────┐
▼ ▼ ▼
┌───────────────┐ ┌───────────────┐ ┌───────────────┐
│ Module A │ │ Module B │ │ Module C │
│ (Container) │ │ (Container) │ │ (Container) │
└───────────────┘ └───────────────┘ └───────────────┘
│ MCP Hub Servers │
│ │
│ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───────────┐ │
│ │ Binwalk │ │ YARA │ │ Radare2 │ │ Nmap │ │
│ │ 6 tools │ │ 5 tools │ │ 32 tools │ │ 8 tools │ │
│ └───────────┘ └───────────┘ └───────────┘ └───────────┘ │
│ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───────────┐ │
│ │ Nuclei │ │ SQLMap │ │ Trivy │ │ ... │ │
│ │ 7 tools │ │ 8 tools │ │ 7 tools │ │ 36 hubs │ │
│ └───────────┘ └───────────┘ └───────────┘ └───────────┘ │
└─────────────────────────────────────────────────────────────────┘
```
---
## 🔧 MCP Security Hub
FuzzForge ships with built-in support for the **[MCP Security Hub](https://github.com/FuzzingLabs/mcp-security-hub)** — a collection of 36 production-ready, Dockerized MCP servers covering offensive security:
| Category | Servers | Examples |
|----------|---------|----------|
| 🔍 **Reconnaissance** | 8 | Nmap, Masscan, Shodan, WhatWeb |
| 🌐 **Web Security** | 6 | Nuclei, SQLMap, ffuf, Nikto |
| 🔬 **Binary Analysis** | 6 | Radare2, Binwalk, YARA, Capa, Ghidra |
| ⛓️ **Blockchain** | 3 | Medusa, Solazy, DAML Viewer |
| ☁️ **Cloud Security** | 3 | Trivy, Prowler, RoadRecon |
| 💻 **Code Security** | 1 | Semgrep |
| 🔑 **Secrets Detection** | 1 | Gitleaks |
| 💥 **Exploitation** | 1 | SearchSploit |
| 🎯 **Fuzzing** | 2 | Boofuzz, Dharma |
| 🕵️ **OSINT** | 2 | Maigret, DNSTwist |
| 🛡️ **Threat Intel** | 2 | VirusTotal, AlienVault OTX |
| 🏰 **Active Directory** | 1 | BloodHound |
> 185+ individual tools accessible through a single MCP connection.
The hub is open source and can be extended with your own MCP servers. See the [mcp-security-hub repository](https://github.com/FuzzingLabs/mcp-security-hub) for details.
---
## 📦 Installation
### Prerequisites
@@ -140,11 +175,20 @@ cd fuzzforge_ai
# Install dependencies
uv sync
# Build module images
make build-modules
```
### Link the Security Hub
```bash
# Clone the MCP Security Hub
git clone https://github.com/FuzzingLabs/mcp-security-hub.git ~/.fuzzforge/hubs/mcp-security-hub
# Build the Docker images for the hub tools
./scripts/build-hub-images.sh
```
Or use the terminal UI (`uv run fuzzforge ui`) to link hubs interactively.
### Configure MCP for Your AI Agent
```bash
@@ -165,81 +209,20 @@ uv run fuzzforge mcp status
---
## 📦 Modules
## 🧑‍💻 Usage
FuzzForge modules are containerized security tools that AI agents can orchestrate. The module ecosystem is designed around a simple principle: **the OSS runtime orchestrates, enterprise modules execute**.
Once installed, just talk to your AI agent:
### Module Ecosystem
| | FuzzForge AI | FuzzForge Enterprise Modules |
|---|---|---|
| **What** | Runtime & MCP server | Security research modules |
| **License** | Apache 2.0 | BSL 1.1 (Business Source License) |
| **Compatibility** | ✅ Runs any compatible module | ✅ Works with FuzzForge AI |
**Enterprise modules** are developed separately and provide production-ready security tooling:
| Category | Modules | Description |
|----------|---------|-------------|
| 🔍 **Static Analysis** | Rust Analyzer, Solidity Analyzer, Cairo Analyzer | Code analysis and fuzzable function detection |
| 🎯 **Fuzzing** | Cargo Fuzzer, Honggfuzz, AFL++ | Coverage-guided fuzz testing |
| 💥 **Crash Analysis** | Crash Triager, Root Cause Analyzer | Automated crash deduplication and analysis |
| 🔐 **Vulnerability Detection** | Pattern Matcher, Taint Analyzer | Security vulnerability scanning |
| 📝 **Reporting** | Report Generator, SARIF Exporter | Automated security report generation |
> 💡 **Build your own modules!** The FuzzForge SDK allows you to create custom modules that integrate seamlessly with FuzzForge AI. See [Creating Custom Modules](#-creating-custom-modules).
### Execution Modes
Modules run in two execution modes:
#### One-shot Execution
Run a module once and get results:
```python
result = execute_module("my-analyzer", assets_path="/path/to/project")
```
"What security tools are available?"
"Scan this firmware image for vulnerabilities"
"Analyze this binary with radare2"
"Run nuclei against https://example.com"
```
#### Continuous Execution
The agent will use FuzzForge to discover the right hub tools, chain them into a pipeline, and return results — all without you touching a terminal.
For long-running tasks like fuzzing, with real-time metrics:
```python
# Start continuous execution
session = start_continuous_module("my-fuzzer",
assets_path="/path/to/project",
configuration={"target": "my_target"})
# Check status with live metrics
status = get_continuous_status(session["session_id"])
# Stop and collect results
stop_continuous_module(session["session_id"])
```
---
## 🛠️ Creating Custom Modules
Build your own security modules with the FuzzForge SDK:
```python
from fuzzforge_modules_sdk import FuzzForgeModule, FuzzForgeModuleResults
class MySecurityModule(FuzzForgeModule):
def _run(self, resources):
self.emit_event("started", target=resources[0].path)
# Your analysis logic here
results = self.analyze(resources)
self.emit_progress(100, status="completed",
message=f"Analysis complete")
return FuzzForgeModuleResults.SUCCESS
```
📖 See the [Module SDK Guide](fuzzforge-modules/fuzzforge-modules-sdk/README.md) for details.
See the [Usage Guide](USAGE.md) for detailed setup and advanced workflows.
---
@@ -247,26 +230,17 @@ class MySecurityModule(FuzzForgeModule):
```
fuzzforge_ai/
├── fuzzforge-cli/ # Command-line interface
├── fuzzforge-mcp/ # MCP server — the core of FuzzForge
├── fuzzforge-cli/ # Command-line interface & terminal UI
├── fuzzforge-common/ # Shared abstractions (containers, storage)
├── fuzzforge-mcp/ # MCP server for AI agents
├── fuzzforge-modules/ # Security modules
│ └── fuzzforge-modules-sdk/ # Module development SDK
├── fuzzforge-runner/ # Local execution engine
├── fuzzforge-types/ # Type definitions & schemas
└── demo/ # Demo projects for testing
├── fuzzforge-runner/ # Container execution engine (Docker/Podman)
├── fuzzforge-tests/ # Integration tests
├── mcp-security-hub/ # Default hub: 36 offensive security MCP servers
└── scripts/ # Hub image build scripts
```
---
## 🗺️ What's Next
**[MCP Security Hub](https://github.com/FuzzingLabs/mcp-security-hub) integration** — Bridge 175+ offensive security tools (Nmap, Nuclei, Ghidra, and more) into FuzzForge workflows, all orchestrated by AI agents.
See [ROADMAP.md](ROADMAP.md) for the full roadmap.
---
## 🤝 Contributing
We welcome contributions from the community!
@@ -274,7 +248,7 @@ We welcome contributions from the community!
- 🐛 Report bugs via [GitHub Issues](../../issues)
- 💡 Suggest features or improvements
- 🔧 Submit pull requests
- 📦 Share your custom modules
- 🔌 Add new MCP servers to the [Security Hub](https://github.com/FuzzingLabs/mcp-security-hub)
See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.

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