Web Search MCP Repositories

Analyzes user search keywords to reveal intent and provides insights for enhancing SEO strategies. Delivers possible categories, reasoning, and related references to improve search effectiveness.

Fetch stories, comments, and user information from Hacker News, allowing users to access trending and relevant content directly from the platform.

Query and visualize OpenStreetMap data through a web-based interface, utilizing PostgreSQL/PostGIS for backend data management. Features include dynamic map interactions such as adding markers and polygons as well as adjustable view settings.

Retrieve detailed information about Drupal modules directly from drupal.org, including version compatibility and installation instructions.

Integrates the Brave Search API to provide web and local search capabilities, allowing general web queries, news and article searches, as well as searches for local businesses and services. Supports pagination, filtering, and smart fallbacks to web results when local queries yield no results.

Summarizes discussions from Hacker News by fetching and processing comments, ensuring the hierarchical structure and associated metadata are maintained for effective summarization by Claude.

Scrape any website to obtain consistent, structured data quickly without the need for writing CSS selector code. Supports API integration for data extraction through a straightforward interface.

Interact with Twitter to analyze sentiments and retrieve tweets from your timeline, offering insights into public opinions and trends on various topics.

Access the Marginalia Search API to perform searches for non-commercial content on the internet, allowing for configurable search parameters and result counts. It includes rate limiting protection and uses the MCP SDK for integration.

Search Google Patents information using the SerpApi, providing access to comprehensive patent data for streamlined research. Facilitates quick querying and retrieval of patent-related information.

Interact with Space Frontiers data sources through a simple API for keyword and semantic searches across various databases. Enables seamless access to rich space-related information to enhance language model capabilities.

Search the web using DuckDuckGo to retrieve relevant search results, including titles, URLs, and snippets. Optionally fetch and convert webpage content into markdown format with support for concurrent URL fetching and error handling.

Enables language models to perform web searches using Google's Custom Search API, providing formatted results such as titles, URLs, and descriptions. Supports real-time information retrieval while adhering to the Model Context Protocol (MCP).

Facilitates the creation and management of AI agents that engage in natural language interactions and collaborate to solve problems. Supports orchestration of both individual and group conversations with customizable configurations and built-in error handling.

An AI chatbot built with Next.js that supports advanced routing, server-side rendering, and multi-provider large language model (LLM) integration. It offers secure chat history and user data storage with customizable options using an AI SDK and modern UI components.

Provides secure access to global residential proxies with dynamic IP rotation, enabling geo-targeted web data extraction and AI-optimized web interactions. Features include adaptive rate limiting and intelligent content sanitization for enhanced AI workflows.

Integrate Google Custom Search to retrieve and display search results directly in applications. Enhance applications with the ability to access vast amounts of online information efficiently.

Retrieve and interact with web page content, enabling navigation, content extraction, and user action simulation on webpages using a standardized protocol.

Fetch and transform web content into various formats, supporting both raw text extraction from various URLs and JavaScript-rendered content. The server facilitates extracting content from web pages, including media files, in a structured manner.

A self-hosted WebUI for enhancing interactions with language models. Supports features like voice calls and Markdown, functioning entirely offline and compatible with various LLM runners.

This utility connects to the Brave Search Application Programming Interface, facilitating comprehensive information retrieval across the public internet and localized directories. As a search engine component, it processes user requests, similar to established systems indexing web content, providing a ranked list of relevant hyperlinks and concise summaries. Users can specify criteria, such as retrieving only recent news items or locating nearby points of interest, offering functional parity with major indexed information discovery platforms.

Enhances AI model responses through real-time search results from various online search engines and integrates internal knowledge bases for improved accuracy and relevance in responses.

Connects AI assistants to the Exa AI Search API for real-time web searches, facilitating access to updated web information in a structured manner.

Access and retrieve information about DAOs, including governance data, proposals, and comprehensive metadata such as social links. Supports pagination for large result sets and offers sorting options by popularity or exploration status.

Perform local web searches and extract relevant content from web pages, returning structured results including titles, URLs, and descriptions. The server supports customizable result limits, content truncation, domain filtering, and utilizes headless browser operations for enhanced performance.

Provides tools for testing and validating the functionalities of the Model Context Protocol while ensuring integration with external data and tools.

Utilizes web search capabilities to efficiently retrieve information while automatically selecting the most suitable AI model based on the user’s query intent. Offers intelligent options for domain and recency filtering to enhance search results.

KKJSBridge enhances the WKWebView experience by providing offline packages, enabling Ajax requests, and synchronizing cookies. It supports modular JSAPI management and allows control over Ajax hooks from both native and HTML5 frameworks.

Convert web pages into clean, structured Markdown suitable for large language model (LLM) consumption, streamlining the process of feeding web content into AI applications.

Provides web search capabilities using SearxNG, enabling AI models to efficiently search the web while maintaining user privacy. Integrates seamlessly with LLMs to deliver accurate search results without tracking.