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Best 1285 Research and data Tools in 2025
Arxiv
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.
Python
6.2K
5 points
Exa Web Search
Certified
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.
TypeScript
12.9K
5 points
Sail
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.
Rust
7.4K
5 points
O
Openapi Proxy
An OpenAPI specification exploration server designed for Claude/Cursor, which helps users search for and understand API documentation through a three - step process.
JavaScript
5.3K
5 points
Firecrawl MCP Server
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.
TypeScript
29.3K
5 points
Rednote MCP
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.
TypeScript
4.9K
4.5 points
Excel MCP Server K5w
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.
Python
8.4K
4.5 points
Perplexity Research Assistant
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.
TypeScript
5.2K
4.5 points
Perplexity MCP
Certified
An MCP server based on the Perplexity AI API, providing web search functionality for the Claude desktop client.
Python
6.2K
4.1 points
MCP Server Airbnb
Certified
MCP service for Airbnb listing search and details query
TypeScript
6.4K
4 points
Actors MCP Server
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.
TypeScript
4.1K
3.5 points
Perplexity MCP
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.
TypeScript
3.9K
3.5 points
Weather Api MCP Server F93
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.
Go
4.2K
3.5 points
Financial Datasets
An MCP server that provides financial market data, supporting queries of financial data and price information of stocks and cryptocurrencies
Python
4.3K
3.5 points
Hyperbrowser
Hyperbrowser's MCP server provides web scraping, structured data extraction, and browser proxy tools.
TypeScript
4.5K
3.5 points
MCP Webresearch
A web research MCP server designed for Claude, providing real - time web information retrieval functions
TypeScript
4.4K
3.5 points
Jupyter MCP Server
The Jupyter MCP Server is a service that implements the Model Context Protocol (MCP) and supports interaction with Jupyter notebooks.
JavaScript
4.0K
3.5 points
MCP Server Mas Sequential Thinking
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.
Python
3.9K
3 points
Excel MCP Server
The Excel MCP Server is a model protocol service that supports reading and writing Excel data
Go
16.6K
3 points
A Share Financial Data (Baostock)
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
Python
4.2K
3 points
Hotnews (Chinese Social)
An MCP server that provides real-time hot topics from mainstream Chinese social platforms
TypeScript
16.3K
3 points
Next.js API Scanner
The Next.js MCP Server is a tool for analyzing and extracting API route information from Next.js applications.
TypeScript
3.7K
3 points
Reactmcp
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.
Python
3.9K
3 points
MCP Cn Stock
MCP service that provides A-share data for large models
Python
3.8K
3 points
MCP Scholarly
An MCP server for searching accurate scholarly articles. Currently, it supports ArXiv search, and more scholarly providers will be added in the future.
Python
3.6K
3 points
MCP Trader
The MCP Trader Server is a Model Context Protocol server for stock traders, providing comprehensive technical analysis tools and risk management functions.
Python
16.3K
3 points
Erick Wendel Contributions
An MCP server that provides queries for Erick Wendel's contributions on different platforms, supporting natural - language queries for speeches, blogs and videos.
TypeScript
3.8K
3 points
MCP Maigret
Certified
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.
TypeScript
15.9K
3 points
Gptr MCP
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.
Python
3.8K
3 points
Maigret OSINT
The Maigret MCP Server is a model context protocol server for the OSINT tool maigret, supporting username search and URL analysis functions.
TypeScript
3.6K
3 points
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Featured MCP Services
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.7K
5 points
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
823
4.3 points
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
79
4.3 points
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
130
4.5 points
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
554
5 points
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.6K
4.5 points
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
5.2K
4.7 points
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
745
4.8 points