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.

Whiteboard PyPI
A
whiteboard-mcp

A web-based whiteboard service

Web, Search & Scraping Score 98/100 0 findings Cap. Minimal
Wolfram Alpha PyPI
A
wolfram-alpha-mcp-server

A MCP server to connect to wolfram alpha API.

Web, Search & Scraping Score 98/100 0 findings Cap. Minimal
Yandex Market Seller PyPI
A
mcp-server-yandex-market-seller

MCP server for Yandex Market Partner API — orders, offers, prices, stocks, analytics

Web, Search & Scraping Score 98/100 0 findings Cap. Minimal
Yargitay Karar Scraper PyPI
A
yargitay-karar-scraper

Yargıtay Karar Arama Scraper, CLI ve MCP Sunucusu

Web, Search & Scraping Score 98/100 0 findings Cap. Minimal
Zoomeye PyPI
A
mcp-server-zoomeye

A Model Context Protocol server providing tools for ZoomEye queries for LLMs

Web, Search & Scraping Score 98/100 0 findings Cap. Minimal
Brave Search (official) Official 3 implementations
A
best: @modelcontextprotocol/server-brave-search

The official Brave Search server: web and local search via the Brave Search API.

Web, Search & Scraping Best score 97/100 0 findings 21k/wk Cap. Moderate
Musea Source verified npm
A
@vizejs/musea-mcp-server

MCP server for building Vue.js design systems - component analysis, documentation, variant generation, and design tokens

Web, Search & Scraping Score 97/100 0 findings 4.8k/wk Cap. Moderate
Spartan Ng Source verified npm
A
@spartan-ng/mcp

Model Context Protocol server exposing Spartan Angular UI documentation, components, and blocks as AI-consumable tools.

Web, Search & Scraping Score 97/100 0 findings 2.0k/wk Cap. Moderate
Linkup Source verified npm
A
linkup-mcp-server

Web search through the Linkup API.

Web, Search & Scraping Score 97/100 1 finding 465/wk Cap. Moderate
Browseai Dev npm
A
browseai-dev

Grounded Intelligence for AI agents. MCP server with real-time web search, evidence extraction, verification, and structured citations. The research infrastructure for LangChain, CrewAI, and custom agents.

Web, Search & Scraping Score 97/100 1 finding 418/wk Cap. Minimal
Socialrouter Source verified npm
A
@socialrouter/mcp

MCP server for SocialRouter — let LLM agents extract social media data

Web, Search & Scraping Score 97/100 0 findings 399/wk Cap. Moderate
Transcriptfetch Source verified npm
A
transcriptfetch-mcp

Model Context Protocol (MCP) server for TranscriptFetch: fetch YouTube transcripts, search, channels, and playlists from any MCP client.

Web, Search & Scraping Score 97/100 0 findings 338/wk Cap. Moderate
Browse Ai npm
A
browse-ai

Research infrastructure for AI agents. Renamed to browseai-dev — installing browse-ai automatically installs browseai-dev. MCP server, REST API, Python SDK.

Web, Search & Scraping Score 97/100 1 finding 242/wk Cap. Minimal
Yandex Metrica Source verified npm
A
yandex-metrica-mcp

Model Context Protocol (MCP) server for Yandex Metrica — query web analytics reports and export raw logs through an AI agent.

Web, Search & Scraping Score 97/100 0 findings 198/wk Cap. Moderate
Butlr Source verified npm
A
@butlr/butlr-mcp-server

Model Context Protocol server providing secure, read-only access to Butlr occupancy and asset data

Web, Search & Scraping Score 97/100 0 findings 195/wk Cap. Moderate
Jina AI Tools Source verified npm
A
jina-mcp-tools

Integrates with Jina AI APIs to provide web page reading and web search tools.

Web, Search & Scraping Score 97/100 3 findings 168/wk Cap. Moderate
Apple Ads Source verified npm
A
apple-ads-mcp

MCP server for Apple Search Ads API v5

Web, Search & Scraping Score 97/100 0 findings 158/wk Cap. Moderate
In Memoria npm
A
in-memoria

Persistent intelligence infrastructure for agentic development

Web, Search & Scraping Score 97/100 2 findings 149/wk Cap. Minimal
Me Source verified npm
A
mcp-me

A community-driven MCP server framework that lets anyone expose personal information to AI assistants via the Model Context Protocol.

Web, Search & Scraping Score 97/100 4 findings 93/wk Cap. Moderate
Fatsecret Source verified npm
A
fatsecret-mcp

MCP server for FatSecret API - food search, nutrition, diary, recipes, weight tracking (unofficial)

Web, Search & Scraping Score 97/100 1 finding 91/wk Cap. Moderate
Fidgetcoding Refero Source verified npm
A
fidgetcoding-refero-mcp

Bullet-proof MCP for styles.refero.design — natural-language search across the curated DESIGN.md library.

Web, Search & Scraping Score 97/100 0 findings 83/wk Cap. Moderate
Sap Note Search Source verified npm
A
sap-note-search-mcp

MCP server for searching SAP Notes/KB articles using SAP Passport authentication and Playwright automation

Web, Search & Scraping Score 97/100 2 findings 83/wk Cap. Moderate
Paprika Source verified npm
A
@bojanrajkovic/mcp-paprika

MCP server for Paprika recipe manager

Web, Search & Scraping Score 97/100 0 findings 80/wk Cap. Moderate
Dnd Oracle Source verified npm
A
dnd-oracle

D&D 5e SRD MCP server — monster search, spell lookup, encounter building, and character tools powered by ground-truth SRD data

Web, Search & Scraping Score 97/100 0 findings 70/wk Cap. Moderate