MCP server for AWS Knowledge Base retrieval using Bedrock Agent Runtime

Connects to Context7.com's documentation database to provide up-to-date library and framework documentation with intelligent project ranking and customizable token limits.

Enables code search across multiple repository hosts including GitHub, GitLab, Gitea, Gerrit, and Bitbucket with advanced filtering options for exploring large codebases through natural language queries.

Search and analyze academic papers from the arXiv repository.

Converts DeepWiki repositories into well-formatted Markdown, maintaining links between pages while removing headers, footers, navigation elements, and ads for clean documentation extraction.

An MCP server that implements web search, extract, mapping, and crawling through the Tavily API.

Integrates with Ref.tools documentation search service to provide curated technical documentation access, web search fallback, and URL-to-markdown conversion for efficient developer reference during coding workflows.

Extract and analyze video subtitle data for content understanding.

Extract and analyze video captions and subtitles in multiple languages.

Retrieves up-to-date documentation and code examples for any software library through the Docfork API, automatically selecting relevant libraries and providing topic-focused documentation with configurable response size limits.

Graphlit MCP Server for AI, RAG, OpenAI, PDF parsing and preprocessing

Research topics using Google search and web scraping.

Unifies search and content processing by dynamically selecting optimal providers like Tavily, Brave, and Perplexity to enable flexible information retrieval and enhancement across multiple domains.

Automates parallel Google searches with intelligent CAPTCHA detection, browser state persistence, and user behavior simulation to bypass anti-bot measures while returning structured results.

OSINT Maigret integration to gather user info across social networks.

Retrieve web pages, news, and local business results via Brave API.

Retrieves detailed backlink data from Ahrefs including anchor text, domain rating, and URL information for SEO analysis and link building strategies.

Provides real-time access to trending topics and content from major Chinese platforms including Weibo, Zhihu, Douyin, Bilibili, Douban, Toutiao, and 36kr through separate tools with temporary caching for improved performance.

Execute web searches, news queries, and content extraction.

Provides a bridge to the Scrapeless API for performing Google searches with customizable parameters including query text, country code, and language preferences.

Extracts structured data from web pages based on natural language descriptions, converting website content into JSON format without custom scraping code.

Integrates with the Serper API to enable web searches and webpage content extraction, supporting research, content aggregation, and data mining tasks.

Integrates with Reddit's API to fetch and retrieve diverse content including posts, comments, and subreddit information for data analysis and content curation.

Get package version data from npm and PyPI registries to assist with dependency management.

MCP server for Google News search via SerpAPI

Analyze SEO metrics and search performance data.