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Infrawise
Your AI coding assistant finally knows your infra
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!
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.
On the analytics side, Infrawise competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how Infrawise performed against the three products that launched closest to it on the same day.
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.
For a complete overview of Infrawise including community comment highlights and product details, visit the product overview.
Siddharth Pandey