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Adaptora - Open Source
Connect any API. Talk to it in plain English.
Self-hosted Dynamic API Agent with an MCP layer — talk to any REST API in natural language. Bring-your-own-LLM (Ollama). - guptayush02/adaptora
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! 🙏
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
On the analytics side, Adaptora - Open Source 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 Adaptora - Open Source performed against the three products that launched closest to it on the same day.
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.
For a complete overview of Adaptora - Open Source including community comment highlights and product details, visit the product overview.
ayush gupta