
AnswerGate
A pre-answer safety gate for RAG and chatbots
AnswerGate launched on December 28, 2025 with 6 votes, #1,714 of 11,628 launches that month.
What it does
AnswerGate is an API that evaluates retrieved context and decides whether a question can be safely answered, blocking hallucinations, partial answers, and unsafe responses before they reach users. It sits between retrieval and generation and answers one question only: “Is the provided context sufficient and safe to answer this question?” If yes → allow generation If no → block and explain why It never generates answers. It only decides whether an answer should exist.
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Ask Bar: AI Answers on Every PageDec 2025 · chromewebstore.google.com · ▲105AI that reads your page, sees it, and gives context answers.

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While building my startup i kept running into the issue where ai agents in cursor create endpoints or code that shouldn't exist, hallucinates strings, or just don't understand the code. ask-human-mcp pauses your agent whenever it’s stuck, logs a question into ask_human.md in your root directory with answer: PENDING, and then resumes as soon as you fill in the correct answer. the pain: your agent screams out an endpoint that never existed it makes confident assumptions and you spend hours debugging false leads the fix: ask-human-mcp gives your agent an escape hatch. when it’s unsure, it calls…
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