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).
Product upvotes vs the next 3
Waiting for data. Loading
Product comments vs the next 3
Waiting for data. Loading
Product upvote speed vs the next 3
Waiting for data. Loading
Product upvotes and comments
Waiting for data. Loading
Product vs the next 3
Loading
ByteAsk Embedded MCP - Open Source
Stop your coding agent from guessing at datasheets
Your coding agent guesses at the datasheet - confidently, and wrong. ByteAsk Embedded MCP hands Claude Code, Codex, Cursor and any MCP client the exact, page-cited fact instead: register maps, protocol function codes, SCPI commands, standard thresholds, datasheet specs. Verbatim from the source, or an honest "no confident match" - never a guessed register value. Built from a research effort to measure and close the gap on C/C++ coding agents. Open source.
We kept hitting the same failure: ask Claude Code or Cursor for a register reset value, a Modbus function code, or an SCPI command, and it answers confidently - and wrong. The model doesn't know the contents of a paywalled standard or a specific datasheet but nothing in its training data tells it to admit that.
So we built a benchmark to measure it. On real embedded questions from production tickets, frontier models scored 47–61%. Then we gave an older, smaller, cheaper model one tool - an MCP that retrieves the exact, page-cited spec - and it hit 89%. The variable was context, not model size.
ByteAsk Embedded MCP is that tool, open-sourced. It hands any MCP client page-cited text from embedded/firmware reference docs - or an honest "no match." Never a guessed register value.
One line to try it in Claude Code (no key, no signup):
If it's missing a doc you need, there's a request_document tool - tell us and we'll index it. Genuine ask for the firmware folks here: what spec does your agent hallucinate most?
That's literally our next ingestion target.
About ByteAsk Embedded MCP - Open Source on Product Hunt
“Stop your coding agent from guessing at datasheets”
ByteAsk Embedded MCP - Open Source was submitted on Product Hunt and earned 13 upvotes and 4 comments, placing #16 on the daily leaderboard. Your coding agent guesses at the datasheet - confidently, and wrong. ByteAsk Embedded MCP hands Claude Code, Codex, Cursor and any MCP client the exact, page-cited fact instead: register maps, protocol function codes, SCPI commands, standard thresholds, datasheet specs. Verbatim from the source, or an honest "no confident match" - never a guessed register value. Built from a research effort to measure and close the gap on C/C++ coding agents. Open source.
On the analytics side, ByteAsk Embedded MCP - Open Source competes within Open Source, Developer Tools and Artificial Intelligence — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how ByteAsk Embedded MCP - Open Source performed against the three products that launched closest to it on the same day.
Who hunted ByteAsk Embedded MCP - Open Source?
ByteAsk Embedded MCP - Open Source was hunted by Kumar Abhishek. 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 ByteAsk Embedded MCP - Open Source including community comment highlights and product details, visit the product overview.
Kumar Abhishek
Hey Product Hunt 👋
Anirudha here, co-founder of ByteAsk.
We kept hitting the same failure: ask Claude Code or Cursor for a register reset value, a Modbus function code, or an SCPI command, and it answers confidently - and wrong. The model doesn't know the contents of a paywalled standard or a specific datasheet but nothing in its training data tells it to admit that.
So we built a benchmark to measure it. On real embedded questions from production tickets, frontier models scored 47–61%. Then we gave an older, smaller, cheaper model one tool - an MCP that retrieves the exact, page-cited spec - and it hit 89%. The variable was context, not model size.
ByteAsk Embedded MCP is that tool, open-sourced. It hands any MCP client page-cited text from embedded/firmware reference docs - or an honest "no match." Never a guessed register value.
One line to try it in Claude Code (no key, no signup):
claude mcp add --transport http byteask-embedded-docs https://mcp.byteask.ai/mcp
📊 Benchmark suite (full reproduction + difficulty ranking):
github.com/ByteAsk/C-CppBench
🔌 Embedded MCP server:
github.com/ByteAsk/ByteAsk-Embedded-MCP
🚀 Try it live:
docs.byteask.ai/embedded
If it's missing a doc you need, there's a request_document tool - tell us and we'll index it. Genuine ask for the firmware folks here: what spec does your agent hallucinate most?
That's literally our next ingestion target.