P12 · SRE Ops MCP Server

Custom MCP (Model Context Protocol) server exposing SRE tools as LLM-callable actions. Capstone project of the Staff SRE · AI Engineer Portfolio.

Where things live

What	Where
MCP server code	This repo (src/)
Interactive demo	HF Space
Tool examples + audit log	HF Dataset

Tools exposed

Tool	Description
get_slo_status	SLO burn rate + error budget per service
get_runbook	Fetch runbook steps for an alert
query_alerts	Recent firing alerts by severity
create_incident	Create incident record
get_incident_timeline	Timeline of events for an incident
summarize_incident	LLM-generated incident summary

Use with Claude Desktop

{
  "mcpServers": {
    "sre-ops": {
      "command": "python",
      "args": ["-m", "src.mcp_server"],
      "cwd": "/path/to/p12-sre-mcp"
    }
  }
}

Then ask Claude: "What's burning right now?" — it calls query_alerts + get_slo_status automatically and synthesizes a response.

SRE additions

• Every tool call audit logged (timestamp, latency, success — postmortem-ready)
• Tool latency tracked — SLO: p95 < 500ms
• Graceful fallback when tools fail
• JSON-RPC 2.0 protocol compliance
• Both stdio (Claude Desktop) and HTTP (HF Space demo) transports

Run locally

git clone https://github.com/amarshiv86/p12-sre-mcp
cd p12-sre-mcp
pip install -r requirements.txt

# Run tests
pytest tests/ -v

# Start MCP server (stdio transport)
python -m src.mcp_server

# Test with manual JSON-RPC call
echo '{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}' | python -m src.mcp_server

Project structure

p12-sre-mcp/
├── src/
│   ├── tools.py        # 6 SRE tools + audit logging + timed_tool decorator
│   └── mcp_server.py   # JSON-RPC 2.0 stdio transport
├── tests/
│   └── test_mcp.py     # 20 tests (tools + MCP protocol)
├── hf_space/
│   ├── app.py          # Gradio demo — scenario runner + manual tool call
│   ├── README.md       # sdk_version: 5.29.0
│   └── requirements.txt
├── data/
│   ├── raw/tool_call_examples.jsonl
│   └── processed/sample_audit_log.json
├── .github/workflows/
│   ├── ci.yml
│   ├── deploy-hf-space.yml
│   └── deploy-hf-dataset.yml
└── requirements.txt

Stack

MCP Protocol · JSON-RPC 2.0 · Qwen2.5-0.5B · Gradio 5 · Audit logging · GitHub Actions