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Open-source MCP server that gives Claude Code, Cursor, and Copilot a live, read-only map of your AWS services, database schemas, and IaC. Exact partition keys, Lambda event shapes, and misconfig warnings at coding time. One command, zero config, 100% local.
Hey PH! Solo dev here.
I built Infrawise because I was copy-pasting DynamoDB schemas and Lambda trigger shapes from the AWS console into Claude Code every single session. Every session. And the generated code was still wrong, because pasted context is always incomplete — the AI would suggest a scan on a 50M-row table or publish an SNS message missing the attribute a filter policy requires, silently dropping it.
Infrawise is an MCP server that ends that. One command (npx infrawise start) scans your AWS account read-only, your database schemas, and your Terraform/CDK/CloudFormation, and serves 21 tools your AI assistant calls while writing code. It knows your exact partition keys, GSIs, queue configs, and trigger event shapes — so the code is right the first time.
Everything runs locally. No telemetry, no cloud sync, secret values never read. MIT licensed.
I'd love to hear what infra your AI assistant gets wrong most — that's literally my roadmap. AMA!
Finally something that shows me the actual DynamoDB partition keys instead of making me guess at them. The misconfig warnings during coding are a nice touch, saved me from shipping a public S3 bucket for sure.
the fact that it runs 100% local and stays read-only is exactly the right call for something this deep into your infra, no surprise telemetry, no secret leaks. also love that one command gets you real partition keys and event shapes right in the editor instead of another tab.
About Infrawise on Product Hunt
“Your AI coding assistant finally knows your infra”
Infrawise was submitted on Product Hunt and earned 0 upvotes and 3 comments, placing #93 on the daily leaderboard. Open-source MCP server that gives Claude Code, Cursor, and Copilot a live, read-only map of your AWS services, database schemas, and IaC. Exact partition keys, Lambda event shapes, and misconfig warnings at coding time. One command, zero config, 100% local.
Infrawise was featured in Open Source (68.6k followers), Developer Tools (515.9k followers), Artificial Intelligence (473.7k followers) and GitHub (41.3k followers) on Product Hunt. Together, these topics include over 221.6k products, making this a competitive space to launch in.
Who hunted Infrawise?
Infrawise was hunted by Siddharth Pandey. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Siddharth Pandey