Best 1285 Research and data Tools in 2025

The ArXiv MCP Server is a bridge connecting AI assistants with the arXiv research library, enabling paper search and content access through the MCP protocol.

The Exa MCP Server is a server that provides web search capabilities for AI assistants (such as Claude), enabling real-time and secure web information retrieval through the Exa AI Search API.

Sail is a project aiming to unify stream processing, batch processing, and compute - intensive (AI) workloads. It provides an alternative to Spark SQL and Spark DataFrame APIs and supports both standalone and distributed environments.

An OpenAPI specification exploration server designed for Claude/Cursor, which helps users search for and understand API documentation through a three - step process.

The Firecrawl MCP Server is a Model Context Protocol server integrating Firecrawl's web - scraping capabilities, providing rich web - scraping, searching, and content - extraction functions.

RedNote MCP is a tool that provides services for accessing Xiaohongshu content. It supports functions such as authentication management, keyword - based note search, and command - line initialization, and can access note content via URL.

An MCP service that allows you to operate on Excel files without installing Excel, supporting functions such as creating workbooks, reading and writing data, formatting, and chart generation.

The Perplexity MCP Server is an intelligent research assistant that uses Perplexity's AI model to automatically analyze query complexity and select the best model to process requests. It supports three tools: search, reasoning, and in - depth research.

An MCP server based on the Perplexity AI API, providing web search functionality for the Claude desktop client.

MCP service for Airbnb listing search and details query

The Apify MCP Server is a service that implements the Model Context Protocol (MCP), allowing AI assistants to interact with various Actors on the Apify platform through SSE or Stdio to perform tasks such as data scraping and web search.

The Perplexity MCP Server is an intelligent research assistant that uses Perplexity's AI model to provide automatic query complexity detection and optimal model routing functions, supporting three tools: search, reasoning, and in - depth research.

A lightweight MCP server that provides real-time weather data query and parsing functions for AI assistants such as Claude. Supports both local and remote deployment methods, including Docker containerization solutions.

An MCP server that provides financial market data, supporting queries of financial data and price information of stocks and cryptocurrencies

A web research MCP server designed for Claude, providing real - time web information retrieval functions

Hyperbrowser's MCP server provides web scraping, structured data extraction, and browser proxy tools.

The Jupyter MCP Server is a service that implements the Model Context Protocol (MCP) and supports interaction with Jupyter notebooks.

An advanced sequential thinking processing tool based on the Multi-Agent System (MAS), enabling in-depth analysis and problem decomposition by coordinating multiple specialized agents.

The Excel MCP Server is a model protocol service that supports reading and writing Excel data

An A-share market data query server based on the MCP protocol, providing various query functions such as basic stock data, historical market conditions, and financial statements

ReActMCP Web Search is an MCP server integrated with the Exa API, providing real-time web search functionality for AI assistants, supporting basic search and advanced filtering options, and returning results in Markdown format.

An MCP server that provides real-time hot topics from mainstream Chinese social platforms

The Next.js MCP Server is a tool for analyzing and extracting API route information from Next.js applications.

MCP service that provides A-share data for large models

An MCP server that provides queries for Erick Wendel's contributions on different platforms, supporting natural - language queries for speeches, blogs and videos.

The MCP Trader Server is a Model Context Protocol server for stock traders, providing comprehensive technical analysis tools and risk management functions.

An MCP server for searching accurate scholarly articles. Currently, it supports ArXiv search, and more scholarly providers will be added in the future.

The Maigret MCP Server is an MCP protocol server that provides services for the OSINT tool maigret. It supports searching for usernames across social networks and analyzing URLs and can be integrated into applications such as Claude Desktop.

The GPT Researcher MCP Server is an AI research server based on the MCP protocol. It can provide high-quality and optimized research results for LLM applications through in-depth web search and verification.

The Maigret MCP Server is a model context protocol server for the OSINT tool maigret, supporting username search and URL analysis functions.