{"request_id":"req_demo_static","status":"complete","query":"AI agent tools over the last 30 days","summary":"Representative demo: agent tool discussions cluster around MCP-shaped interfaces, browser agents, retrieval workflows, and provenance.","markdown":"# AI agent tools over the last 30 days\n\nThis is a representative demo response, not live research.\n\n## What I learned\n\nAgent tool conversations are converging on simple JSON contracts, readable documentation, and clear trust boundaries.\n\n## Source signals\n\n- Reddit and Hacker News: practical discussion of agent workflows and MCP adoption.\n- GitHub: tool repositories and integration examples.\n- Polymarket and grounded web: broader context where relevant.","sources":[{"source":"reddit","status":"ok","provider":"demo","warning":null,"latency_ms":120},{"source":"hackernews","status":"ok","provider":"demo","warning":null,"latency_ms":90},{"source":"github","status":"ok","provider":"demo","warning":null,"latency_ms":110},{"source":"x","status":"partial","provider":"demo","warning":"Demo uses canned social signal.","latency_ms":80}],"warnings":["Demo response only. No live provider calls were made."],"receipt":{"currency":"GBP","starting_balance_minor":0,"reserved_minor":0,"charged_minor":0,"released_minor":0,"ending_balance_minor":0,"line_items":[{"source":"platform","operation":"demo","quantity":1,"unit":"request","unit_cost_minor":0,"markup_minor":0,"total_minor":0,"currency":"GBP","external_id":null}]},"result_url":"https://last30days.agentpaul.net/tools/last30days/demo.json","expires_at":"2026-07-16T07:56:10.267Z","demo":true}