Search & Data Extraction MCP Servers

extract drug information from pubchem API.

Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface.

(by amornpan) - A Model Context Protocol server implementation that provides RAG capabilities through Qdrant vector database integration, enabling AI agents to perform semantic search and document retrieval with local or cloud-based embedding generation s

An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.

Search and retrieve job listings from Reed.co.uk.

Real-time FDA food safety data: recalls, adverse events, analysis.

A MCP server to search for scholarly and academic articles.

Access text content from bot-protected websites. Fetches HTML/markdown from sites with anti-automation measures using Scrapling.

A Model Context Protocol Server for SearXNG

A MCP server provide web searching via SearXNG & retrieve url as makrdown.

A Model Context Protocol Server for retrieving data from public SearXNG instances, with fallback support

(by Stefano Amorelli) A community Model Context Protocol Server to access financial filings and data through the U.S. Securities and Exchange Commission (SEC) Electronic Data Gathering, Analysis, and Retrieval ([EDGAR](https://ww

An MCP server that performs Google searches using Serper.

MCP to Access SEC filings, financials & insider trading data in real time using ShareSeer

MCP server to interact with Shodan

Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.

This MCP server offers a basic functionality to perform a search on Solr servers.

Search the dictionary using API

Connect Claude to your Substack/Medium writing, enabling semantic search and analysis of your published content.

An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions