Callables
Turn Python functions into tools your team and agents run
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
Add @deploy to a Python function and push. Your team gets a web form, schedules and run history, with no front end to build. Your AI agents get the same tools over MCP: they can find, run and even write and deploy functions, with your secrets and permissions.
PH · launched Nov 13, 2026 · 2 upvotes (top 19%) · 0 views
Niche: mcp server developer tools · 108 launches, 12 in the last 7 days ▲ +50% · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- AI feature
- Commercial product
- Productivity
- Developer Tools
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 108 launches in mcp server developer tools →
Could you build this?
Yes A decorator that turns Python functions into auto-generated web forms, schedules, run history, and MCP tools is a developer-platform pattern that can be vibe-coded from FastAPI, a scheduler, and an MCP SDK. Scaling secure sandboxed execution is the harder part but is not needed for a working version.
Competitors
Other products that read as similar to this one : 192 launches clear the similarity bar, closest 8 shown.
Attention rank: #54 of 193 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 359 days after the earliest competitor.
- Polymcp · hn · 2026-01-24 · 23 upvotes · similarity 0.48
- HaaS by OpenComputer · ph · 2026-09-11 · 4 upvotes · similarity 0.48
- Calling tools w/ Python improves LLM perf. vs MCP (77.1% on BrowseComp) · hn · 2025-12-16 · 10 upvotes · similarity 0.42
- Enact · hn · 2025-12-30 · 6 upvotes · similarity 0.42
- Provenant by IdentiQube · ph · 2026-09-12 · 2 upvotes · similarity 0.41
- Buddy AI Access (MCP) · ph · 2026-09-15 · 99 upvotes · similarity 0.41
- findaskill · ph · 2026-10-12 · 1 upvotes · similarity 0.41
- API to MCP · ph · 2026-06-19 · 195 upvotes · similarity 0.41
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.