Mmcp.market

AIHOT MCP server

online · 100% uptime
by KKKKhazix·io.github.KKKKhazix/aihot·v2.0.0·7.4k stars

Chinese AI news: search topics, explore hot events, and read daily, weekly and monthly briefs.

B77/100grade B
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B77/100

full report

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7.4k stars

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AIHOT tools (8)

write = sends, deletes, buys or posts
  • aihot_get_codex_resetsFree

    Get Tibo's Codex usage-limit resets and reset credits as AIHOT tracks them: announcements still waiting to take effect, the last 7 days and the last landed one, each with its evidence. Keep the evidence distinctions in the answer: a confirmation post, a verified receipt and an estimate are different things.

  • aihot_get_dailyFree

    Get AIHOT's edited daily overview, either the latest issue or a real YYYY-MM-DD date. Use this when the user asks for a daily report rather than a raw chronological list.

  • aihot_get_hot_topicsFree

    Get the current AIHOT Top 10 with each event's one-based rank. Use this for 'what is hot now' and to discover valid story public IDs; use aihot_get_latest for a chronological news list. Internal heat scores are not returned.

  • aihot_get_latestFree

    Get the latest AIHOT items for a 24-hour or 7-day briefing. Prefer selected mode unless the user explicitly asks for every public item. Do not use this for named-topic search or multi-source event context.

  • aihot_get_monthlyFree

    Get AIHOT's edited monthly report: the month's most important events chosen from its dailies, grouped by section, with an overview. Use this for what happened this month or in a given month; omit month for the latest.

  • aihot_get_storyFree

    Get the evolving timeline, latest development, AI digest, and related events for one public story. Only pass a public_id obtained from aihot_get_hot_topics links.story; never invent or infer IDs.

  • aihot_get_weeklyFree

    Get AIHOT's edited weekly report: the week's most important events chosen from its dailies, grouped by section, with an overview. Use this for what happened this week or in a given ISO week; omit week for the latest.

  • aihot_searchFree

    Search AIHOT's latest 7 days by a 2–200 character topic, company, model, product, or person. It searches editorial picks first and automatically expands to all public items only when picks have no result.

Public scan report

scanner v0.1.10 · 2026-10-13 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 5868ms12/20
  • Tool poisoning8 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 1 days ago15/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 77/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install AIHOT in Claude Code, Cursor or VS Code

claude mcp add --transport http aihot https://aihot.news/api/mcp
Add to Cursor

What the publisher says

From the AIHOT repository's README, as published. We do not edit it. Read it on GitHub

一个自己找热点、自己写日报的网站框架。 把信源换成你的,把精选标准换成你的 KnowHow,它就是你的行业热点站。

简体中文 · English

跑起来 · 改成你的行业 · 它是怎么工作的 · 文档 · 社区交流

这是什么

AIHOT 是我做的一个 AI 热点网站。它每天从一批信源里收资料,用大模型先筛一遍、再独立打两次分,挑出真正值得看的,写成中文标题和摘要;把不同来源说的同一件事聚成一个事件,按有多少人在说排出热点;每天早上出一份日报。

这个仓库是它的引擎和框架:网站、后台、精选流程、聚簇和热度算法,所有提示词的原文和入选门槛,都在这里。

为什么开源

这半年,很多做法律、做 HR、做金融、做贵金属的朋友问我,能不能也给他们的行业做一个。

我做不了。我不懂你们的行业,不知道哪些信源有用,也不知道什么样的消息,对你们来说才叫热点。

但你们懂。

既然我没办法满足所有人,那就把火种交到大家自己手上。

说在前面

  • 我不是专业的开发者。 我是设计师出身,半年前还看不太懂代码。这套代码是我和 AI 一起重写的,比以前干净了很多,但一定还有写得不好的地方。发现问题欢迎提 Issue,我不一定能很快回复,先说声抱歉。
  • 这是 AIHOT 的引擎。 它和 AIHOT 线上跑的是同一份引擎代码,同步时直接从线上导出,不是精心打磨的通用框架。以后 AIHOT 的更新,我会尽量同步过来,但没法保证每一次都同步。模型榜、Codex 重置监控、主题页的大事记这些只对 AI 行业有意义的功能,以及 AIHOT 自己的运营工具,只留在 AIHOT 上。
  • 里面没有 AIHOT 的信源名单和运营数据。 仓库带了 18 个公开的海外 AI 资讯源做示范,够你跑起来看效果;真正的信源,要换成你自己行业的。
  • 请不要用 AIHOT 的名字和 Logo。 换上你自己的名字,它就是你的站。

它是怎么工作的

一条资料从信源进来,先判重,再预筛;可能重要的独立打两次分,写好中文标题和摘要,和别的报道聚成事件,算进热度。X 帖子没有正文或只有链接时,保留原帖的链接和图片,不调用写作或翻译模型。分数过了门槛、又不是精选里已有新闻的重复,才进精选;日报按规则编出当天要闻,周报、月报再从日报里汇编。每一步的提示词都在 industry/prompts/,改标准不用改代码。详见 精选与校准。

聚簇与热点

同一件事,官网发一篇、媒体转十篇、X 上吵一天,读者只需要看到一次。AIHOT 把它们聚成一个事件:先用标题摘要的向量(没配向量服务时比文字重合度)在最近两周里找候选,再让模型判断是同一件事、后续进展,还是两件事;拿不准的合并,写入前再让模型复核一遍(复核可以单独换一家模型,设 GROUPREVIEWMODEL)。

热度按事件算,不按文章算:48 小时内,每个独立来源只算一次,24 小时减半。重复抓取不会多算,一家媒体发十篇也只算一次,所以排在前面的,是真正有很多人在说的事。

速度

你会得到什么

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

AIHOT: common questions

Is AIHOT MCP server safe?
Mostly: it is graded B (77/100). Read the AIHOT safety report
How do I install AIHOT?
It runs remotely at aihot.news. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does AIHOT need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is AIHOT maintained?
The last commit was in the last day (2026-10-12). The latest release is v2.0.0.
Is AIHOT up?
100% of our last 3 checks got an answer. We check remote servers about four times a day.
What can I use instead of AIHOT?
Servers from other publishers that do the same job: Search1API MCP server, Claude Code Explorer MCP server and Claude Code Explorer MCP server. Compare all AIHOT alternatives.

Alternatives to AIHOT

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  • CLIO Arxiv
    Search arXiv by topic, author, title or date, read paper details, and export BibTeX or PDFs.
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  • OpenAgenda
    Search, analyze and manage events on OpenAgenda.
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