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It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).

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Spectral

Turn any app into tools for AI agents, no docs needed

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Hunted byRomain GilliotteRomain Gilliotte

Reverse-engineer any HTTP API and generate MCP tools for AI agents. Browse normally, Spectral does the rest.

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About Spectral on Product Hunt

Turn any app into tools for AI agents, no docs needed

Spectral was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #383 on the daily leaderboard. Reverse-engineer any HTTP API and generate MCP tools for AI agents. Browse normally, Spectral does the rest.

Who hunted Spectral?

Spectral was hunted by Romain Gilliotte. 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 Spectral stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.