Web, Search & Scraping MCP Servers

MCP servers for web fetching, search engines, crawling and content extraction. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Skillseek npm
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skillseek

Search all your installed Claude Code skills (incl. plugin-bundled) and surface the right one to the agent.

Web, Search & Scraping Score 93/100 3 findings 12/wk Cap. High
Yorck npm
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yorck-mcp

CLI and MCP tools for Yorck Berlin cinema.

Web, Search & Scraping Score 93/100 1 finding 12/wk Cap. High
Ytb Tools npm
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ytb-tools

Keyless MCP server for YouTube search, transcript extraction (auto-provisioned yt-dlp), and host-driven summarization.

Web, Search & Scraping Score 93/100 2 findings 12/wk Cap. High
Unofficial Perplexity npm
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@exqlnet/unofficial-perplexity-mcp

基于 Cookies 的 Perplexity 非官方 MCP Server(Python + uv,npx 启动)

Web, Search & Scraping Score 93/100 1 finding 11/wk Cap. High
Joplin Mcp Go npm
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joplin-mcp-go

Go implementation of a Joplin MCP server, runnable through npx.

Web, Search & Scraping Score 93/100 2 findings 10/wk Cap. High
Ssumcp npm
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ssumcp

숭실대학교 MCP 서버 — Soongsil University MCP server for Claude, Cursor and other MCP clients

Web, Search & Scraping Score 93/100 1 finding 10/wk Cap. High
Webscraper npm
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webscraper-mcp-server

MCP server for web scraping and converting web pages to Markdown with Playwright support

Web, Search & Scraping Score 93/100 1 finding 10/wk Cap. High
Hula npm
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@hula-spark/hula-mcp

HuLa 即时通讯应用的 MCP 服务

Web, Search & Scraping Score 93/100 3 findings 9/wk Cap. High
Ai Recallworks PyPI
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ai-recallworks

Open-source agent-memory MCP server. recall.works

Web, Search & Scraping Score 93/100 2 findings Cap. High
Apple Mail Fast PyPI
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apple-mail-fast-mcp

MCP server for Apple Mail integration

Web, Search & Scraping Score 93/100 9 findings Cap. High
Arachne PyPI
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arachne-mcp

🕷️ MCP server for Arachne — 9 tools: search, scrape, browser, vision, transcribe, RAG

Web, Search & Scraping Score 93/100 1 finding Cap. High
Captain Search PyPI
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captain-search

Unified web, code, and webpage search for MCP agents and terminal workflows

Web, Search & Scraping Score 93/100 5 findings Cap. High
Cedar PyPI
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cedar-mcp

A Model Context Protocol (MCP) server for interacting with the CEDAR (Center for Expanded Data Annotation and Retrieval) metadata repository.

Web, Search & Scraping Score 93/100 1 finding Cap. High
Cobos Apple Mail PyPI
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cobos-apple-mail-mcp

Unified Apple Mail MCP server: fast on-disk reads/search + full AppleScript writes, behind one safety layer.

Web, Search & Scraping Score 93/100 5 findings Cap. High
Cocoindex Code PyPI
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cocoindex-code

MCP server for indexing and querying codebases using CocoIndex

Web, Search & Scraping Score 93/100 1 finding Cap. High
Context Lens PyPI
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context-lens

Context Lens - Give your LLM glasses to understand meaning, not just read words. Semantic search for AI assistants.

Web, Search & Scraping Score 93/100 1 finding Cap. High
Cowork History PyPI
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cowork-history

Search and browse Claude conversation history with hybrid search (FTS + Spotlight + vector embeddings)

Web, Search & Scraping Score 93/100 1 finding Cap. High
Eight Mcp Community PyPI
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eight-mcp-community

Unofficial Python client and stdio MCP server for Eight person search workflows.

Web, Search & Scraping Score 93/100 1 finding Cap. High
Emcp PyPI
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emcp

Essentials MCP server with filesystem, shell, and web tools

Web, Search & Scraping Score 93/100 7 findings Cap. High
File Contents Reader PyPI
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mcp-file-contents-reader

MCP (Model Context Protocol) server for reading and analyzing various file formats including PDF, Excel, Word, and PowerPoint

Web, Search & Scraping Score 93/100 1 finding Cap. High
Footnote PyPI
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footnote-mcp

MCP server for source-grounded web research: search, structured-data extraction, evidence verification, and browser automation.

Web, Search & Scraping Score 93/100 13 findings Cap. High
Fossick PyPI
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fossick-mcp

MCP server — search code, find libraries, and evaluate dependencies across all of GitHub, PyPI, and npm

Web, Search & Scraping Score 93/100 1 finding Cap. High
Google Ai Scraper PyPI
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google-ai-scraper

MCP server for scraping Google AI Overviews via a Chrome extension relay

Web, Search & Scraping Score 93/100 1 finding Cap. High
Handshake PyPI
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handshake-mcp-server

MCP server for scraping Handshake (joinhandshake.com) — student profiles, employers, jobs, and events

Web, Search & Scraping Score 93/100 3 findings Cap. High