Instantly create & deploy MCP servers from any API spec
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.
“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.
On the analytics side, MCP Builder competes within API, Open Source, Artificial Intelligence and GitHub — topics that collectively have 673.9k followers on Product Hunt. The dashboard above tracks how MCP Builder performed against the three products that launched closest to it on the same day.
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.
Ali Jiwani
this is a great product in ai agents development