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Show HN: DataFrey – MCP server for Snowflake with text-to-SQL agent

https://docs.datafrey.ai
1•slava_•1h ago
I’m a data scientist and I find it hard to use Claude Code for SQL - it doesn’t have DB context. so I made yet another database MCP server! only Snowflake support for now.

I had to reconnect with nature after reading native Snowflake MCP setup docs so for my server I’ve made a nice CLI wizard to set up DB connection and install the Claude Code plugin: MCP + skill - you can ask it like `/db write dbt model to rank leads`.

It also has a `plan` tool for complex questions. when you ask a blurry question, it triggers a separate text-to-SQL agent that uses 1. (kinda) RAG for your schema (along with some values) that builds during DB connection (if you agree) 2. subagents to explore your data. 3. planning. This is what Snowflake Cortex is supposed to do, but when I try it, it never finds the right tables.

Database-as-MCP sounds like a security nightmare, but I put a lot of effort into making it safer. I’d appreciate any thoughts on the secure design. by default, CLI asks for select permissions on all schemas, not just information_schema. I’m convinced that it’s impossible to write good SQL without peeking into the data. maybe it's a hot take - share your thoughts!

Everything is free and hosted by me, but rate-limited. In the future, I want to charge for planning calls above the limit. I have a bunch of ideas on how to make a smarter text-to-SQL, so I want to keep this part closed-source. I’ll open-source more though - it’s just deployed as a monolith now.

Per-image PCA characterization of the Kodak image suite (PDF and JSON)

https://github.com/PearsonZero/kodak-pcd0992-statistical-characterization/tree/main/baseline
1•PearsonZero•1m ago•0 comments

I Climb Trees – Learn Deep Learning – From Simon JD Prince

https://www.iclimbtrees.com/courses
1•aanet•2m ago•1 comments

Prevalence of psychiatric morbidity among gender-referred adolescents

https://onlinelibrary.wiley.com/doi/10.1111/apa.70533?msockid=290a3115732d64a00ee427c0727065dc
2•danielam•6m ago•0 comments

Looking for an Apartment the Landing

2•baijan•7m ago•0 comments

OpenAI Image 2.0 claims to generate an existing image

https://bengarcia.dev/openai-image-2-0-claimed-to-generate-an-existing-image
2•hahahacorn•8m ago•0 comments

California has more money than projected after admin miscalculated state budget

https://www.kcra.com/article/california-more-money-than-projected-newsom-miscalculated-budget/710...
2•littlexsparkee•10m ago•0 comments

Zindex – Diagram Infrastructure for Agents

https://zindex.ai/
2•_ben_•11m ago•1 comments

Running Faster to Go Nowhere: The AI Adoption Trap

https://educatedguesser.substack.com/p/running-faster-to-go-nowhere-the
3•jerrygarcia•13m ago•0 comments

Attention Is All You Need

5•raunaksingwi•13m ago•0 comments

GPT Image 2 Launch

https://twitter.com/arena/status/2046670703311884548
2•twtw99•14m ago•0 comments

Usmnt players designed the boldest kits in generations for World Cup 2026

https://www.theguardian.com/football/2026/mar/16/usmnt-kits-world-cup-2026
1•PaulHoule•16m ago•0 comments

Flex Routing (EU and EFTA) for Copilot LLM Data Processing

https://learn.microsoft.com/en-us/microsoft-365/copilot/copilot-flex-routing
1•raffael_de•17m ago•1 comments

I don't want your PRs anymore

https://dpc.pw/posts/i-dont-want-your-prs-anymore/
2•speckx•17m ago•0 comments

Courier: Real-Time Messaging for ESP32

https://interconnected.org/home/2026/04/21/courier
1•beardicus•18m ago•0 comments

Bond: A new AI social network that turns memories into discoveries

https://www.bond.now/
1•johndavisonr•19m ago•0 comments

Nothing ever dies. It merely becomes embarrassing

https://www.experimental-history.com/p/nothing-ever-dies-it-merely-becomes
1•paulpauper•20m ago•0 comments

The New Age of Performance Anxiety

https://www.theatlantic.com/culture/2026/04/screen-people-stage-fright-performance-anxiety/686803/
1•paulpauper•20m ago•0 comments

What It's Like to Live with an Experimental Brain Implant

https://spectrum.ieee.org/bci-user-experience
1•digital55•20m ago•0 comments

Wearable health tech might be Tim Cook's greatest legacy

https://www.theverge.com/tech/915976/tim-cook-john-ternus-apple-watch-health-tech-wearables
1•paulpauper•20m ago•0 comments

The Fossils 1969

https://www.youtube.com/watch?v=bn1uhSS1cDo
1•indigodaddy•20m ago•0 comments

Amtrak's "1MB" National Route Map PDF Is a 574MB File

https://www.amtrak.com/train-routes
3•tech234a•21m ago•1 comments

Iconiq, Go-To Wealth Adviser for Tech's Elite, Is Putting Billions into AI

https://www.bloomberg.com/news/articles/2026-04-17/iconiq-advisor-to-tech-billionaires-emerges-as...
1•petethomas•21m ago•0 comments

The power keeping wages low

https://text.npr.org/g-s1-118071
1•mooreds•21m ago•0 comments

InvenTree: Open-source inventory management system with OpenAPI

https://github.com/inventree/InvenTree
1•matmair•23m ago•1 comments

Brex founder open sourced his stack for running the company through OpenClaw

https://github.com/brexhq/CrabTrap
1•ofabioroma•24m ago•1 comments

Cube Sandbox: Instant, Concurrent, Secure and Lightweight Sandbox for AI Agents

https://docs.cubesandbox.ai/
1•bpierre•24m ago•0 comments

Plastic film covered in tiny pillars can tear apart viruses on contact

https://theconversation.com/new-plastic-film-covered-in-thousands-of-tiny-pillars-can-tear-apart-...
2•geox•24m ago•0 comments

Privacy raised during teen social media ban tech trial were ignored

https://www.themandarin.com.au/311397-privacy-raised-during-teen-social-media-ban-tech-trial-were...
1•cdrnsf•25m ago•0 comments

OpenAI Shuts Down Sora AI? But Why?

https://www.bbc.com/news/articles/c3w3e467ewqo
3•shockedstorys•30m ago•0 comments

Show HN: FMQL – graph query and bulk-edit CLI for Markdown and YAML frontmatter

https://github.com/buyuk-dev/fmql
1•buyukdev•30m ago•1 comments