Search & Data Extraction MCP Servers

"primitive" RAG-like web search model context protocol (MCP) server that runs locally using Google's MediaPipe Text Embedder and DuckDuckGo Search.

A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information.

Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies.

A Model Context Protocol server for YouTube operations, extracting video information and transcripts with intelligent fallback logic. Features comprehensive logging, error handling, and support for both auto-generated and manual transcripts.

Enable AI assistants to search and access medRxiv papers through a simple MCP interface.

(by godwin3737) - MCP server with tools to search and get file content from Microsoft 365 including Onedrive and SharePoint. Works with Documents (pdf/docx), Presentations, Spreadsheets and Images.

This MCP(Model Context Protocol) Server provides tools to search, install, proxy other MCP servers.

(by ProgramComputer) - Access to a unified gateway of NASA's data sources including but not limited to APOD, NEO, EPIC, GIBS.

MCP server providing access to NASA's visual data APIs including Mars Rover photos, Earth satellite imagery (EPIC/GIBS), and Astronomy picture of the day. Features built-in image analysis tools with automatic format detection, compression, and base64 conv

(by pfldy2850) - This MCP server provides tools to interact with various Naver services, such as searching blogs, news, books, and more.

(by isnow890) - MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.

The PDF Parser AI service, built and customized by the NetMind team.

This is a Python-based MCP server that provides OpenAI web_search built-in tool.

Interact with large OpenAPI docs using built-in semantic search for endpoints. Allows for customizing the MCP server prefix.

Token-efficient access to local or remote OpenAPI/Swagger specs via MCP Resources.

An MCP server conducts real-time material science data queries with the Optimade database (for example, elemental composition, crystal structure).

MCP server for Oura API to retrieve one's sleep data

An MCP server that provides package index querying capabilities. This server is able to search and retrieve information from package repositories like PyPI, npm, crates.io, Docker Hub, and Terraform Registry.

MCP server to read and search text in a local PDF file.

MCP server for searching and uploading records to Pinecone. Allows for simple RAG features, leveraging Pinecone's Inference API.