Derisk

Name: Derisk
Author: derisk-ai

@derisk-ai

About Derisk

AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system risk intelligent manager provides 7* 24-hour comprehensive and in-depth protection.

#agent #devops #risk-analysis #rl #sre #aigc #llms #mcp-server #ai-sre

Basic information

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "derisk": {
      "command": "uv",
      "args": [
        "sync",
        "--all-packages",
        "--frozen",
        "\\"
      ]
    }
  }
}

Tools

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Overview

What is Derisk?

Derisk (OpenDeRisk) is an AI-native risk intelligence system that acts as an intelligent manager for your application, providing 24/7 comprehensive protection through multi-agent root cause analysis and visualization.

How to use Derisk?

Install via curl -fsSL https://raw.githubusercontent.com/derisk-ai/OpenDerisk/main/install.sh | bash, then configure API keys in ~/.openderisk/configs/derisk-proxy-aliyun.toml and run openderisk-server. Alternatively, clone the source, install dependencies with uv, and start with uv run derisk quickstart. Access the web UI at http://localhost:7777.

Key features of Derisk

DeepResearch RCA for root cause analysis from logs, traces, and code
Visualized evidence chain for clear diagnostic process
Multi-agent collaboration (SRE, Code, Report, Vis, Data agents)
Open-source architecture with MIT license
Supports flame graph and data analysis modes

Use cases of Derisk

AI-SRE: Root cause analysis using the OpenRCA dataset
Flame Graph Assistant: Analyze Java/Python flame graphs from applications
DataExpert: Conversational analysis of metrics, logs, traces, or Excel data

FAQ from Derisk

What datasets does Derisk use?

Derisk relies on the OpenRCA dataset (approximately 26GB decompressed) for root cause analysis, with bank and telecom subsets available for download.

How do I configure API keys?

Edit ~/.openderisk/configs/derisk-proxy-aliyun.toml after installation and set your API keys for the proxy (e.g., OpenAI). A web UI also allows model configuration after starting the server.

What are the runtime dependencies?

Derisk requires Python and uv (package installer). Optional extras include RAG, ChromaDB storage, OSS2 storage, DingTalk channel, and OpenAI proxy support.