DeepSift Search

Name: DeepSift Search
Author: pavanmulka

作者：pavanmulka版本 0.1.0i★ –i在云端运行

注册名称io.github.pavanmulka/deepsift-search

安装

概览

作者提供的说明（英文原文）

Live Google web search for AI agents that returns only the passages that answer the question.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数：意见、测量和人气是不同的东西。

用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
我们的基础检查i3 项中通过 2 项依据公开信息检查；尚未扫描代码
使用情况i尚未统计★ –

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

连接方式: 在云端运行
传输方式: Streamable HTTP
分类: 搜索与 AI 记忆
你需要填写：Authorization

安装

选择你使用的 AI 应用，然后复制设置。

安装之前

基础检查：3 项中通过 2 项
在作者的服务器上运行：你向它提出的内容会经过他们的服务器。
需要你自己填写： Authorization

标为机密的值是你账户的钥匙。千万不要分享给别人，也不要粘贴到聊天里。

你需要

在云端运行无需安装任何东西，通过互联网连接

你用的是哪个应用？

ClaudeClaude CodeCursorVS CodeChatGPT

在上方选择你的应用。我们会记住它，下次按钮会显示“安装到 …”。

这个地址需要在请求的 header 中放入密钥，而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

在终端中运行这条命令

claude mcp add --transport http deepsift-search https://aadstra--deepsift-search.apify.actor/mcp --header 'Authorization: your-value'

运行前请先填写空着的值。

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json，或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "deepsift-search": {
      "url": "https://aadstra--deepsift-search.apify.actor/mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

浏览器会先询问是否打开应用，然后应用会显示设置并请你确认。密钥的值会留空，由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "deepsift-search": {
      "type": "http",
      "url": "https://aadstra--deepsift-search.apify.actor/mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

浏览器会先询问是否打开应用，然后应用会显示设置并请你确认。密钥的值会留空，由你自己填写。

这个地址需要在请求的 header 中放入密钥，而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

你的选择通过 Cookie 保存在这台设备上，无需账户。

需要你填写的值

Authorization 机密必填 HTTP header
Bearer followed by your Apify API token (https://console.apify.com/settings/integrations)

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同，请以 README 为准。

它能做什么

服务器要求先登录，才会列出它的工具。

基础检查i

我们检查的是任何人都能看到的信息；我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日

✓ 通过
作者与仓库一致
注册名称已通过 GitHub 账户 pavanmulka 验证，该账户拥有此仓库
… 尚未检查
仍在维护
我们还没有从 GitHub 读取这个仓库
… 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
✓ 通过
端点有响应
在 120 毫秒内响应（HTTP 401）
! 注意
使用 OAuth 登录
需要你自己复制粘贴密钥或令牌
… 尚未检查
工具描述中没有隐藏指令
尚未检查；我们会在检查端点时读取工具列表

与“搜索与 AI 记忆”中的其他服务器比较i

星标数多于此分类中其他 7282 个服务器的 0%
发布到注册中心的时间比此分类中其他 7282 个服务器的 94% 更新
基础检查结果等于或优于此分类中其他 7282 个服务器的 40%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时，星标数才计入。

常见问题

DeepSift Search 安全吗？

它在 3 项适用的基础检查中通过了 2 项。我们没有阅读代码。在添加密钥或令牌之前，请先看看这个服务器要求哪些权限，并使用只具备所需权限的密钥。

它需要哪些密钥或代码？

你需要填写：Authorization

它在我的电脑上运行还是在云端？

它在作者的云端运行。通过互联网连接，无需安装，但你发送的内容会经过作者的服务器。

它还在维护吗？

GitHub 仓库最后更新于–，最新版本（0.1.0）于前天进入注册中心。

哪些应用可以使用它？

支持 MCP 的应用，例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接，所以接受远程 MCP 服务器的应用也可以使用，例如开启开发者模式的 ChatGPT。

有什么可以替代它？

同一分类中有：Context7, Codebase Memory, Exa

替代选择

同一分类中其他作者的服务器，按星标数排序。

如何看卡片：★ GitHub 星标i三大支柱：评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Context7

作者：upstash

Up-to-date docs for AI agents

电脑或云端★ 64,224MIT昨天更新

安装

Codebase Memory

作者：DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

在你的电脑上运行★ 48,148MIT21天前更新

安装

Exa

作者：exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

在云端运行★ 5,213MIT上个月更新

安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

DeepSift

A free, self-hosted alternative to Tavily for Claude Code. Ask one question; DeepSift searches the web, reads every page, and hands back only the paragraphs that matter. It runs on your laptop and uses the Claude subscription you already pay for.

Tavily is a paid web search API built for AI agents. You send one question; it searches the web, opens the best pages, cuts out the passages that answer the question, and sends it all back in one tidy reply. That's great, but every call costs credits.

DeepSift does the same job on your own computer, in three steps:

Find the right websites, using Claude's web search on your existing Claude subscription (with free DuckDuckGo as a backup).
Read every page itself: HTML and PDFs, with menus, ads and clutter stripped out.
Pick the passages that best match your question, and give them back in one reply.

No per-call bill, no API key to buy.

Don't want to run it yourself? Use DeepSift Search on Apify

[DeepSift Search](https://apify.com/aadstra/deepsift-search) is the hosted version: Google and Yahoo results, the same passage picking, nothing to install, and it works for apps and teams, not just your own laptop.

Tavily drop-in: same /search, /extract, /crawl and /map requests and responses. Change one line:

  from tavily import TavilyClient

client = TavilyClient(api_key=" ", api_base_url="https://aadstra--deepsift-search.apify.actor")

MCP server for Claude, Cursor and others: https://aadstra--deepsift-search.apify.actor/mcp with your Apify token as a Bearer header.
Claude Code plugin: /plugin marketplace add pavanmulka/deepsift, then /plugin install deepsift-search@deepsift. Claude Code asks for your Apify token once.
Pay per use, no subscription: $4 per 1,000 searches, $1 per 1,000 pages read. Failed requests are free, and a free Apify account includes $5 of credit every month.

The Apify version lives in .actor/ and deepsift/actor.py; it never uses your Claude subscription.

What Claude Code gets

After installing, every Claude Code session has these tools:

Tool	What you'd ask	What it does
`web_search`	"web_search Databricks Unity Catalog pricing"	One topic → many websites → the best passages from each, in one reply
`web_read`	"read these 3 pages and focus on pricing"	Full text of up to 20 pages or PDFs, or only the parts about a topic
`web_map`	"list all pages on docs.example.com"	A site's page addresses
`web_crawl`	"read the pricing pages on example.com"	Reads many pages of one site, keeps the relevant ones
`web_research`	"research the top 5 vector databases with sources"	A multi-search investigation that returns a written report with numbered sources (takes minutes)

The same abilities work from any terminal:

deepsift search "Databricks Unity Catalog pricing" --advanced

deepsift read https://example.com/page --focus "pricing" deepsift map https://docs.example.com deepsift crawl https://docs.example.com --instructions "pricing" deepsift research "Which vector databases support hybrid search?"

Install (about 1 minute)

You need a Mac or Linux computer with Claude Code and Python 3.10+.

git clone https://github.com/pavanmulka/deepsift.git

cd deepsift ./install.sh claude auth login # only if you aren't signed in to Claude Code's command line yet

Open a new Claude Code session and ask it to use web_search. That's it.

./uninstall.sh removes it from Claude Code again.

How it compares to Tavily

	Tavily	DeepSift
Cost	Pay per credit	Free (uses your Claude plan)
Speed per search	1–2 s	~10–30 s through Claude; ~1–3 s on the DuckDuckGo backup
Search, extract, crawl, map, research	✓	✓
Same request/response format	—	✓ (optional local HTTP API, see below)
Runs where	Their servers	Your laptop

Limits, honestly:

Searches through Claude count toward your Claude plan's usage limits (3 at a time at most). Repeat searches within 24 h come from a local cache.
DuckDuckGo pauses you after a burst of quick searches; the tool then rests it for 15 minutes.
Pages that only show their text after JavaScript runs come back thin.
It's meant for your own personal use with your own Claude subscription. To power an app for other people, use a proper paid API.

Optional: a local Tavily-compatible API

./run.sh starts an HTTP server on 127.0.0.1:8787 with Tavily's paths and fields (/search, /extract, /crawl, /map, /research, GET /research/{id}, /usage). Code written for Tavily can point its base URL there. Every reply reports usage.credits: 0.

Settings

Copy .env.example to .env to change engines, models, cache time, or set an API key for the HTTP server.

How it works

question ─► find sites (Claude WebSearch via `claude -p`, or DuckDuckGo)

─► download pages in parallel (httpx) ─► readable text (trafilatura, pypdf) ─► split into passages ─► rank by relevance to the question (BM25) ─► one reply

claude -p always runs on your subscription sign-in. ANTHROPIC_API_KEY is removed before it starts, so it never bills an API account by accident.

Tests

.venv/bin/python -m pytest -q tests

The tests run offline, using a stand-in for claude.

License

MIT