Signal Agent ๐จ
@no0ktheali3n
About Signal Agent ๐จ
MCP server / agent concept for signals interpretation and processing
Basic information
Config
Add this server to your MCP-compatible client using the configuration below.
{
"mcpServers": {
"signals-agent": {
"command": "uv",
"args": [
"venv"
]
}
}
}Tools
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Overview
What is Signal Agent ๐จ?
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 ๐จ?
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 ๐จ
- 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 ๐จ
- 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
FAQ from Signal Agent ๐จ
How does Signal Agent ๐จ 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.
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.
What transport does Signal Agent ๐จ use?
Currently stdio for local development and testing. HTTP (streamableโhttp) transport is planned for future distributed deployments.
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.
What license is Signal Agent ๐จ released under?
MIT License โ see the LICENSE file in the repository.
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