Ask-human-mcp – zero-config human-in-loop hatch to stop hallucinations
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…
Ask-human-mcp – zero-config human-in-loop hatch to stop hallucinations launched on June 5, 2025 with 129 votes, #323 of 7,999 launches that month and more than 95% of that year's launches. The site was not reachable when checked in September 2026.
In plain words
Ask-human-mcp is a tool that prevents AI agents in Cursor from creating nonexistent code or making false assumptions. When an agent encounters uncertainty, it pauses and logs a question to ask_human.md with a PENDING status. The developer fills in the correct answer, and the agent resumes work. It requires zero configuration beyond a single line in .cursor/mcp.json and works across macOS, Linux, and Windows. This helps developers avoid hours of debugging false leads caused by AI hallucinations.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
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…
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