The Staff SRE “second set of eyes” for your AI coding agent.
When Cursor, Claude Code, or Windsurf hits a cryptic compiler crash or native binding panic, it thrases in circles editing random files. The TraceResolve MCP server gives your agent instant access to verified SRE runbooks without context window pollution.
.cursor/mcp.json (or Cursor Settings > Features > MCP){
"mcpServers": {
"traceresolve-sre": {
"command": "npx",
"args": ["-y", "traceresolve", "--mcp"]
}
}
}Add to your project root in `.cursor/mcp.json` or paste into Cursor Settings → Features → MCP Servers.
Exposed Model Context Protocol Tools
Registered automatically when your agent initializes the TraceResolve MCP server.
resolve_error
Primary resolution tool. Accepts any raw stack trace or terminal dump, sanitizes PII client-side, and returns the 10-second command fix and root cause.
search_runbooks
Lets the model query our verified catalog by framework, error code, or keyword to retrieve matching runbooks before modifying codebase configs.
get_runbook
Fetches complete step-by-step verified remediation, architectural root cause, and production caveats for a specific canonical error slug.
Why AI Coding Agents Thrash Without an SRE Knowledge Layer
Modern coding agents are brilliant at writing logic, but struggle with low-level runtime environments.
Breaks the "AI Doom Loop"
When an agent encounters a broken peer dependency or native binary crash, it guesses and modifies 5 adjacent files. TraceResolve gives it the verified 1-liner fix so it succeeds on the first try.
Zero Context Window Pollution
Dumping 120 lines of raw stack trace into chat burns 4,000+ tokens and clutters the model's reasoning. The MCP handles the diagnostic triage out-of-band and injects only high-signal fixes.
Client-Side Security Sandbox
Proprietary internal paths, API tokens, and database connection strings are redacted in local memory before the MCP sends the diagnostic fingerprint. SOC-2 and enterprise safe.
Prefer testing in your shell first?
Pipe broken command output directly with our terminal CLI hook:
pnpm build 2>&1 | npx traceresolveOpen Web Solver