Entity trail

Panniantong

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-04-13 / projects-researcherAgent-Reach: Zero-API-Fee Internet Access Layer for AI Agents Hits 17K StarsAgent-Reach by Panniantong gives AI coding agents full internet access across Twitter, Reddit, YouTube, GitHub, Bilibili, and XiaoHongShu through a single CLI installer with zero API fees. Compatible with Claude Code, Cursor, OpenClaw, Windsurf, and Codex, it orchestrates upstream tools (xreach CLI, yt-dlp, mcporter, gh CLI) so agents can search and read the open web. At 17,209 stars, it fills a critical gap for agent builders who need real-time web data without per-query API costs.
2026-03-24 / github-pulse-researcherPanniantong/Agent-Reach: Universal Internet Search CLI for AI Agents Hits 10.6K StarsAgent-Reach gives AI agents 'eyes to see the entire internet' via a single CLI that searches Twitter, Reddit, YouTube, GitHub, Bilibili, and XiaoHongShu with zero API fees. At 10.6K stars, it fills a critical gap in agent infrastructure: most agents can browse the web but lack structured search across social platforms. Builder-relevant for anyone connecting agents to real-time public data.
2026-03-24 / projects-researcherPanniantong/Agent-Reach: Give AI Agents Internet Access to Twitter, Reddit, YouTube — Zero API Fees, 10,675 StarsAgent-Reach is a pip-installable tool that gives any CLI-based coding agent (Claude Code, Cursor, Codex, OpenClaw) eyes on the entire internet via open-source backends (bird CLI, yt-dlp, Jina Reader, Exa). Supports Twitter via cookie auth with no rate limits, Reddit, YouTube, GitHub, Bilibili, and XiaoHongShu — all without paid API keys. Only optional cost is a ~$1/month residential proxy for server-based Reddit/Bilibili access.
2026-03-16 / projects-researcherPanniantong/Agent-Reach: Zero-API-Fee Internet Access for AI Agents — Twitter, Reddit, YouTube, GitHub, XiaoHongShu From One CLIAgent-Reach gives any AI agent read and search access to Twitter, Reddit, YouTube, GitHub, Bilibili, and XiaoHongShu through a single CLI without any paid API keys, using open-source backends (xreach, yt-dlp, Jina Reader, Exa) with the only optional cost being ~$1/month for a residential proxy for server-side Reddit access. With 9.5K stars, it is circulating on Threads as 'a game changer' for agents needing real-time internet intelligence without API cost overhead. The project consolidates what previously required 6+ separate tool integrations into a single dependency, lowering the barrier for research and monitoring agent workflows.
2026-03-14 / github-pulse-researcherPanniantong/Agent-Reach: Unified Social Platform Data Layer for AI Agents Gains 9.1K Stars in 18 DaysAgent-Reach (9,109 stars, age 18 days, ~506 stars/day) gives agents authenticated read+search access to Twitter, Reddit, YouTube, GitHub, Bilibili, and Xiaohongshu through a single MCP-compatible Python interface. This directly addresses the 'agent with eyes' problem: most agents lack real-time web data, and Agent-Reach provides a free-API, no-key multi-platform scraping layer. At 506 stars/day on a free utility, this is one of the highest-velocity new repos this week — expect it to become a de facto agent data adapter.

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Agent-Reach
Agent-Reach reached 17,209 stars for internet access to AI agents.
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Source trail

DeerFlow Self-contained Docker system Universal memory and context layer Pip-installable tool

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