Engineering Operations MCP

Engineering Operations MCP

A safe, read-only MCP server that gives Codex structured access to engineering operations evidence, with validated queries, secret redaction, and audit logging. Provides a search_logs tool for filtering logs by service, environment, severity, and time range.

Category
Visit Server

README

Engineering Operations MCP

A small, safe MCP server that gives Codex structured, read-only access to engineering operations evidence. This first working stage exposes search_logs over Streamable HTTP using deterministic local JSON fixtures.

What works in Stage 1

  • search_logs filters by service, environment, severity, text, and bounded time range.
  • Zod validates strict inputs; the maximum window is 24 hours and the maximum result limit is 100.
  • Passwords, tokens, API keys, email addresses, and long identifying numbers are redacted.
  • Every accepted or directly rejected tool execution emits a JSON audit event to stderr.
  • The server is stateless and read-only, making it safe to replicate later.
  • Both Streamable HTTP and local stdio transports use the same tool implementation.
  • Docker Compose starts the complete sample as one non-root, read-only container.

The fixture clock uses the newest timestamp in test-data/logs.json, so the demo remains deterministic. Set OPS_CLOCK_MODE=realtime when replacing fixtures with a live adapter.

Run with Docker

docker compose up --build -d
docker compose ps

The MCP endpoint is http://127.0.0.1:3000/mcp; health is available at http://127.0.0.1:3000/health.

Register it with Codex:

codex mcp add engineering-ops --url http://127.0.0.1:3000/mcp
codex mcp list

Use a prompt such as:

Use engineering-ops to search payment-api production error logs from the last 30 minutes for timeout errors. Show the evidence and do not make production changes.

Develop and verify

Node.js 20 or newer is required.

npm install
npm run build
npm test
docker compose up --build -d
npm run smoke -- http://127.0.0.1:3000/mcp

For a local process-spawned integration, build once and run npm run start:stdio. Protocol traffic uses stdout; audit logs use stderr.

Tool contract

Example input:

{
  "service": "payment-api",
  "environment": "production",
  "query": "timeout",
  "severity": "error",
  "sinceMinutes": 30,
  "limit": 10
}

The response contains the effective time window, matching and error counts, redacted top-error groups, and a truncation indicator. Production actions, shell execution, SQL, and write tools are not exposed.

Staged roadmap

  1. Stage 1 — working sample (this repository): containerized search_logs, fixtures, limits, redaction, auditing, tests, and MCP smoke test.
  2. Stage 2 — complete mock MVP: add get_recent_deployments, Markdown-backed get_runbook, and evidence-based diagnose_service behind the same server factory.
  3. Stage 3 — local demo stack: add separate mock provider and demo-console containers; use Compose profiles so the MCP server still runs alone.
  4. Stage 4 — real read-only adapters: add OpenSearch, GitHub/CI, and deployment providers behind repository interfaces, plus authentication and durable audit storage.

Suggested GitHub description

A safe, containerized TypeScript MCP server that gives Codex structured, read-only engineering operations evidence with validated queries, secret redaction, audit logging, and deterministic local demos.

The staged roadmap follows the original Engineering Operations MCP design and acceptance criteria.

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured