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Signal Agent MCP Server

@no0ktheali3n

代码仓库

基本信息

分类

AI 与智能体

许可证

MIT license

传输方式

stdio

作者

no0ktheali3n

关于 Signal Agent MCP Server

MCP server / agent concept for signals interpretation and processing

#signals-agent#failure-event-processing#mcp

Signal Agent MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "signals-agent": {
      "command": "uv",
      "args": [
        "venv"
      ]
    }
  }
}

Signal Agent MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Signal Agent 🚨?

A production-ready MCP server and client system that transforms raw failure events into actionable intelligence through automated classification, severity analysis, and response recommendations. It is designed for operations teams and developers handling incident response.

How to use Signal Agent 🚨?

Install via git clone and use just compile/just sync. Run the demo with just run, the server with just run-server, or the agent with just run-agent. Test interactively using the MCP Inspector via npx @modelcontextprotocol/inspector uv run python server/server.py.

Key features of Signal Agent 🚨

  • Standards-compliant MCP implementation using official SDK
  • Robust input validation with Pydantic schemas
  • Multi-stage analysis pipeline (validation, severity, classification, recommendation)
  • Transport-agnostic design (stdio for dev, HTTP for production)
  • Multiple deployment modes: demo, server-only, agent-only
  • MCP Inspector compatibility for interactive testing

Use cases of Signal Agent 🚨

  • Incident response automation with intelligent event triage and routing
  • Monitoring integration for alerts from Sentry, Datadog, and similar tools
  • CI/CD enhancement with automated failure analysis and reporting
  • Learning reference for MCP protocol implementation patterns

常见问题

1

How does Signal Agent 🚨 classify failure events?

It uses a keyword-based analysis pipeline that recalculates severity independently from the source, then classifies into categories like database, network, security, or service failure.

2

What are the runtime dependencies?

Python 3.8+, the `uv` package manager, and the `just` command runner. The MCP official SDK and Pydantic are used internally.

3

What transport does Signal Agent 🚨 use?

Currently stdio for local development and testing. HTTP (streamable‑http) transport is planned for future distributed deployments.

4

How can I test the server without a full demo?

Run the server standalone with `just run-server` and connect via MCP Inspector using `npx @modelcontextprotocol/inspector uv run python server/server.py`.

5

What license is Signal Agent 🚨 released under?

MIT License – see the LICENSE file in the repository.

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