Stack

Data Engineer

Move data, query data, cache data, and reason about pipelines without context-switching to a SQL client.

For engineers who live between transactional databases, analytical stores, and the queues that connect them. Postgres and MongoDB cover the relational/document split, Redis handles cache and queue inspection, AWS knowledge bases ground answers in your warehouse docs, and sequential thinking helps when a query plan needs a slow read.

The bundle · 5 connectors

PostgreSQL MCP Official

Run analytical and transactional queries against your primary relational store.

Official PostgreSQL MCP server — query and inspect Postgres databases with read-only access for safe AI-powered data analysis.

MongoDB MCP Official

Inspect document collections and aggregation pipelines for non-relational data.

Official MongoDB MCP server — query collections, inspect schemas, and manage documents through AI-powered natural language.

Redis MCP Official

Peek at cache state and queues when debugging a slow or stuck pipeline.

Redis MCP server — interact with Redis cache and data structures through AI — get, set, search, and analyze cached data.

AWS Knowledge Base MCP Official

Ground answers in your internal warehouse and runbook docs via Bedrock knowledge bases.

Official Amazon Bedrock Knowledge Base MCP server — connect AI to your AWS knowledge bases for RAG-powered enterprise search.

Sequential Thinking MCP Official

Force step-by-step reasoning when designing a multi-stage migration or query plan.

Official structured thinking server — enable AI to use step-by-step reasoning for complex problem solving and analysis.

Swap ideas

Neon MCP replaces PostgreSQL MCP

If you're on Neon, branch databases per experiment without provisioning.
SQLite MCP replaces PostgreSQL MCP

For local prototyping and one-off analysis on file-backed data.

Recipes that run on this stack

Give Claude memory and real documentation

Persistent memory across chats, live library docs, and structured reasoning — so answers stop drifting.

Automate team comms: Slack, email, and notifications

Let Claude read the right channels, draft replies, and turn noise into one clear digest.

Connect your SaaS and cloud accounts to Claude

Stripe, Cloudflare, Vercel, databases and more — manage real accounts through chat, with the API key staying yours.

Analysts exploring data with Supabase + PostgreSQL MCP

Skip the SQL client. Ask product questions in plain English; get charts, insights, and ad-hoc reports.

Give Claude your files, repo, and notes

Local filesystem, Git history, and your Obsidian vault — so Claude works from what you actually have, not guesses.

Organize your work: issues, docs, and projects

Let Claude turn scattered notes into tracked issues and keep Notion, Linear, and Jira in sync.

Query any database with Claude (no SQL reflex needed)

Point Claude at Postgres, MongoDB, Redis, SQLite or a managed cloud DB and ask questions in plain language.

Let Claude search and browse the live web

Real-time search, page scraping, and full browser automation — Claude works with what's on the web right now.

Wire up your dev stack: code, CI, containers, errors

GitHub, Git, Docker, Kubernetes and Sentry in one chat — review, ship, and debug without tab-switching.