This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Hey! 👋 Ayush here, maker of Adaptora.
I built this out of frustration — every time I wanted to automate something with an API, I'd spend hours reading docs, setting up auth, and writing boilerplate fetch calls. I thought: what if I just told an AI what I want and it figured out the rest?
That's Adaptora. Give it any API doc URL → it reads the endpoints, sets up auth → you talk to it in plain English.
What I'd love your feedback on:
Which APIs do you wish were easier to connect?
Would you use the local LLM (Ollama) version or prefer a cloud option?
What's the #1 use case you'd automate first?
It's fully open source — would love contributors too. Built this in public and 334 people have already cloned it in 13 days, so clearly this pain is real.
Ask me anything! 🙏
Love that this is self-hosted and Ollama-friendly, exactly what I've been hunting for. One thing that would make it stickier for me: built-in webhook support so my adapted endpoints can push events out to n8n or other automations, not just respond to queries.
About Adaptora - Open Source on Product Hunt
“Connect any API. Talk to it in plain English.”
Adaptora - Open Source was submitted on Product Hunt and earned 0 upvotes and 3 comments, placing #119 on the daily leaderboard. Self-hosted Dynamic API Agent with an MCP layer — talk to any REST API in natural language. Bring-your-own-LLM (Ollama). - guptayush02/adaptora
Adaptora - Open Source was featured in Open Source (68.6k followers), Developer Tools (515.5k followers), Artificial Intelligence (473.1k followers) and GitHub (41.3k followers) on Product Hunt. Together, these topics include over 218.1k products, making this a competitive space to launch in.
Who hunted Adaptora - Open Source?
Adaptora - Open Source was hunted by ayush gupta. 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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