MCP Engine is the fastest way to turn any OpenAPI spec into an MCP server that AI agents can actually use. Drop your spec, instantly get a Python repo, run it anywhere, or deploy in one click. 1,400+ MCP servers built so far and counting.
I love this, but I have a bigger issue. I have many APIs that fix different areas and the AI needs to pull information from any one according to my clients questions. Your demo mentioned only one right. I hope I am wrong :)
About MCP Builder on Product Hunt
“Instantly create & deploy MCP servers from any API spec”
MCP Builder launched on Product Hunt on August 26th, 2025 and earned 122 upvotes and 2 comments, placing #15 on the daily leaderboard. MCP Engine is the fastest way to turn any OpenAPI spec into an MCP server that AI agents can actually use. Drop your spec, instantly get a Python repo, run it anywhere, or deploy in one click. 1,400+ MCP servers built so far and counting.
MCP Builder was featured in API (98k followers), Open Source (68.3k followers), Artificial Intelligence (466.4k followers) and GitHub (41.2k followers) on Product Hunt. Together, these topics include over 127.2k products, making this a competitive space to launch in.
Who hunted MCP Builder?
MCP Builder was hunted by Ali Jiwani. 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.
Want to see how MCP Builder stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Ali Jiwani
Love the premise of it! Been meaning to create an MCP server for @Replyke but haven't gotten to it. I'm going to give this a go