"An overview of knowledge graphs and their applications" matching MCP servers:

Enables AI coding tools to turn a list of links into a verified, browsable knowledge base with grounded summaries via MCP tools for update, validation, and enrichment.

Crawls a website, indexes its content, and answers questions with cited sources over MCP.

Crawl and archive VOZ threads, with search and summarization capabilities for AI agents.

Enables local-first ingestion of Douyin links, favorites, and public Bilibili videos into Markdown, timestamped transcripts, OCR, visual assets, and deduplicated indexes for downstream RAG workflows.

Complete Vinted MCP and CLI Server

MCP server exposing 30 tools for League of Legends player analysis, match review, and training-plan generation.

Enables AI assistants to access PSG College of Technology e-campus portal data including CA marks, attendance records, timetable schedules, and course information through natural language queries.

An MCP server that gives agents a unified search and perception layer across web search, Bilibili, Xiaohongshu, Zhihu, YouTube, academic metadata, recruitment sites, and webpage extraction, plus research planning, health checks, and task status.

Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

Integrates SerpApi so users can run real-time searches across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay and other engines from an MCP client. It returns structured results such as answer boxes, organic links, news, images, shopping listings, weather and stock data, with JSON or token-efficient Markdown output.

An MCP-native pipeline for collecting structured intelligence on higher education institutions using the WHED schema, enabling scraping, extraction, validation, and saving of profiles.

A fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching. Built for AI Agents (Cursor, Claude Code, OpenCode), it uses a stealth browser engine to fetch pages, dynamically handles SPAs/React, and converts bloat into token-optimized Markdown.

📈 提供股票、加密货币的数据查询和分析功能MCP服务器

Enables web search via Serper API with advanced search operators and webpage scraping capabilities to extract content in plain text or markdown format.

Exposes Amazon Nova Act web automation capabilities through the Model Context Protocol, enabling AI agents to perform browser tasks like navigation, data extraction, and form interaction.

Provides web search and page fetching capabilities using Ollama's API.

Enables querying publicly available information from the Vardhaman College of Engineering website through hybrid semantic search, with over 15 tools covering departments, admissions, placements, faculty, and IQAC details.

An MCP server that integrates Crawl4AI with Supabase to enable AI agents to crawl websites, store content in a vector database, and perform RAG queries.

An authless Cloudflare Workers server that provides tools to scrape, analyze, and answer questions about websites using Cloudflare's Browser Rendering and AI capabilities.

Classifies job titles into department and seniority using deterministic rules, and optionally verifies if a person is listed on their employer's website via the Mamba Labs Contact Classifier Apify actor.