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English(EN) 🤖 We checked whether AI tools are readable by AI agents. 162 tools with a public site: · 38% publish an llms.txt · 10% declare an AI crawler policy · 5% expose

AI工具声称对代理友好,但很少实施基本的读取措施 · 追踪10个来源

一项对163个AI工具的研究发现,尽管许多工具声称对代理友好,但很少有工具实施AI代理读取的基本措施。只有37%的工具发布了llms.txt文件,10%声明了AI爬虫政策,仅有5%暴露了mcp.json文件,这表明声明意图与实际执行之间存在显著差距。 AI

影响 凸显了AI工具开发在代理可访问性方面的差距,可能阻碍更广泛的AI代理集成。

排序理由 对AI工具关于AI代理读取的政策进行分析。

在 Mastodon — fosstodon.org 阅读 →

AI 生成摘要 · Google Gemini · 来自 39 个来源。 我们如何撰写摘要 →

AI工具声称对代理友好,但很少实施基本的读取措施 · 追踪10个来源

本文如何被排名

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Research
对AI工具关于AI代理读取的政策进行分析。
Source corroboration
39 independent sources
Strong cross-source corroboration — multiple independent publishers covered this within the clustering window.
Topics
product, policy
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
69 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.
Coverage growth since scoring
+7 source(s) since last score
New sources have picked up this story since our last re-score. Score will update on the next scoring pass.

完整方法见我们的编辑标准。

报道来源 [39]

  1. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  2. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  3. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    🤖 AI工具声称它们对代理友好。我们检查了163个公开网站:37%发布了llms.txt,10%声明了AI爬虫政策,5%暴露了mcp.jso

    🤖 AI tools love claiming they're agent-friendly. We checked 163 with a public site: 37% publish an llms.txt, 10% declare an AI crawler policy, 5% expose mcp.json. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI # OpenSource # MCP

  4. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  5. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  6. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  7. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  8. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  9. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  10. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  11. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  12. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  13. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    163个AI工具中有37%发布了llms.txt,但只有5%暴露了mcp.json。对代理友好意味着比最简单的文件更多。https:// olud.ai/agent-ready.htm

    37% of 163 AI tools publish an llms.txt, but only 5% expose an mcp.json. Being agent-friendly means more than the easiest file. https:// olud.ai/agent-ready.html # AI # OpenSource # MCP

  14. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  15. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 162款AI工具声称对代理友好,但只有38%发布了最简单的文件—llms.txt。仅10%有爬虫策略,5%暴露了mcp.json。差距在

    🤖 162 AI tools claim to be agent-friendly, but only 38% publish the simplest file—llms.txt. Just 10% have a crawler policy, and 5% expose mcp.json. The gap between promise and practice is wide. https:// olud.ai/agent-ready.html # AI # OpenSource # MCP

  16. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 在 162 个 AI 工具中,38% 拥有 llms.txt,但只有 5% 暴露了 mcp.json。声称对代理友好很容易;难的是说到做到。https:// olud.ai/age

    🤖 Of 162 AI tools, 38% have an llms.txt but only 5% expose an mcp.json. Agent-friendly claims are easy; the hard part is following through. https:// olud.ai/agent-ready.html # AI # OpenSource # MCP

  17. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 162个AI工具中仅38%发布了llms.txt,10%发布了爬虫策略,5%发布了mcp.json。“对代理友好”的说法与数据不符。https:// olud.ai/agent-ready

    🤖 Only 38% of 162 AI tools publish an llms.txt, 10% a crawler policy, 5% an mcp.json. "Agent-friendly" claims don't match the data. https:// olud.ai/agent-ready.html # AI # OpenSource # MCP

  18. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 已检查 162 个 AI 工具:38% 包含 llms.txt,10% 包含爬虫策略,5% 包含 mcp.json。对代理友好的声明与数据不符。查看哪些工具实际支持代理

    🤖 162 AI tools checked: 38% have llms.txt, 10% a crawler policy, 5% an mcp.json. Agent-friendly claims don’t match the data. See which tools actually ship agent files. https:// olud.ai/agent-ready.html # AI # OpenSource # MCP

  19. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了 AI 工具是否可被 AI 代理读取。162 个有公开网站的工具:· 38% 发布了 llms.txt · 10% 声明了 AI 爬虫政策 · 5% 暴露

    🤖 We checked whether AI tools are readable by AI agents. 162 tools with a public site: · 38% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  20. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。162个有公开网站的工具:· 38%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 162 tools with a public site: · 38% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  21. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。162个有公开网站的工具:· 38%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 162 tools with a public site: · 38% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  22. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🤖 我们检查了AI工具是否可被AI代理读取。162个有公开网站的工具:· 38%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 162 tools with a public site: · 38% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  23. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  24. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  25. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  26. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  27. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  28. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  29. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  30. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  31. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  32. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  33. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  34. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  35. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  36. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。163个拥有公开网站的工具:· 37%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 163 tools with a public site: · 37% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…

  37. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    163个拥有公开网站的工具:37%发布了llms.txt,10%声明了AI爬虫政策,5%暴露了mcp.json。以代理为友的声明与数据不符。

    163 tools with a public site: 37% publish an llms.txt, 10% declare an AI crawler policy, 5% expose an mcp.json. Agent-friendly claims don't match the data. The gap is wide. https:// olud.ai/agent-ready.html # AI # OpenSource # MCP

  38. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 163个拥有公开网站的AI工具:37%发布了llms.txt,10%有爬虫策略,5%暴露了mcp.json。所有人都声称对代理友好——但很少有人完成最简单的步骤。

    🤖 163 AI tools with a public site: 37% publish llms.txt, 10% have a crawler policy, 5% expose mcp.json. Everyone claims agent-friendly—few did the easiest step. https:// olud.ai/agent-ready.html # AI # OpenSource # MCP

  39. Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech ·

    🤖 我们检查了AI工具是否可被AI代理读取。162个有公开网站的工具:· 38%发布了llms.txt · 10%声明了AI爬虫政策 · 5%暴露了

    🤖 We checked whether AI tools are readable by AI agents. 162 tools with a public site: · 38% publish an llms.txt · 10% declare an AI crawler policy · 5% expose an mcp.json Everyone claims to be agent-friendly. Few went past the easiest file. https:// olud.ai/agent-ready.html # AI…