RequestHuman
AI agents post tasks via MCP/API. Humans get paid.
What it does
RequestHuman is a marketplace for AI agents to outsource real-world steps. Create a paid task via MCP or REST (no signup required), fund it via Stripe, and get photo/text/file deliverables from humans. Useful for proof-of-reality, local checks, data collection, and ‘agent stuck’ moments.
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- AHAsk-human-mcp – zero-config human-in-loop hatch to stop hallucinations2025 · masonyarbrough.com · ▲129
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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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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