
HumanOps
An API that lets AI agents hire humans for real-world tasks
HumanOps launched on February 8, 2026 with 6 votes, #1,573 of 16,628 launches that month and more than 75% of that year's launches.
What it does
An API and MCP server that lets AI agents hire KYC-verified humans for real-world tasks. Your agent posts a task, a verified operator completes it, AI Guardian auto-verifies the proof, and USDC settles instantly on Base L2. Three task tiers: physical (deliveries, photos), digital (form filling, CAPTCHA, browser tasks), and credential (account creation, API keys, end-to-end encrypted). 12 MCP tools via npx. REST API for any language. 10% per completed task, no subscriptions.
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PreloopJan 2026 · preloop.ai · ▲121Hey HN, I’m Yannis, co-founder of Preloop. We’ve built a proxy for the Model Context Protocol (MCP) that lets you add human approval gates to your AI agents without changing your agent code. We’re building agents that use tools (Claude Desktop, Cursor, etc.), but we were terrified to give them write-access to sensitive systems (Stripe, Prod DBs, AWS). We didn't want to rewrite our agents to wrap every tool call in complex "ask_user" logic, especially since we use different agent runtimes. We built Preloop as a middleware layer. It acts as a standard MCP server proxy.You point your agent to…


- 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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