Research And_data MCP Servers
Browse all MCP servers categorized under “Research And_data”. Find tools that match this tag's focus—be it a supported model, function, provider, or use case.
firecrawl-mcp-server
by mendableai
Firecrawl MCP Server is an implementation of the Model Context Protocol (MCP) that integrates with Firecrawl for enhanced web scraping capabilities. It supports both cloud and self-hosted environments, offering features like web scraping, crawling, search, and deep research with capabilities for automatic retries and rate limiting.
exa-mcp-server
by exa-labs
The Exa MCP Server is a Model Context Protocol (MCP) server designed to let AI assistants like Claude use the Exa AI Search API for secure real-time web searches. It provides specific tools for tasks like web searches, research, and company analysis, and integrates with Claude Desktop.
modelcontextprotocol
by ppl-ai
Perplexity Ask is an MCP server that integrates with the Sonar API to provide real-time, comprehensive research capabilities. It is designed to interact with applications like Claude and Cursor, offering a robust platform for live web searches.
arxiv-mcp-server
by blazickjp
The ArXiv MCP Server is designed to enable AI assistants to search and access research papers from the arXiv repository through the Model Context Protocol. It offers features like paper search, download, and specialized research prompts to enhance academic analysis workflows.
openapi-mcp-server
by janwilmake
The OpenAPI MCP Server is a tool designed for searching and exploring OpenAPI specifications, especially with Claude/Cursor. It helps users understand API overviews and specific operations, although it does not currently support executing API endpoints.
mcp-crawl4ai-rag
by coleam00
Crawl4AI RAG MCP Server is a web crawling tool designed for AI agents and coding assistants. It provides advanced web scraping and retrieval capabilities by integrating with Supabase and supports multiple embedding models for enhanced RAG processes.
sitemcp
by ryoppippi
SiteMCP is a tool designed to fetch entire websites and serve them as an MCP server. It offers customizable features such as tool naming, content length configuration, page matching, and readability improvement through CSS selectors. It is particularly useful for users needing to manage large amounts of site data efficiently.
mcp-server-chart
by antvis
MCP Server Chart is a server for generating various chart types using the Model Context Protocol and AntV tools. It supports over 15 different charts and can be deployed on multiple platforms and in private environments.
terraform-mcp-server
by hashicorp
The Terraform MCP Server facilitates seamless integration with Terraform's APIs, providing enhanced automation and insight for Infrastructure as Code (IaC) workflows. It supports automated discovery, data extraction, and detailed insights into Terraform plugins and modules.
mcp-server-data-exploration
by reading-plus-ai
MCP Server is an interactive tool for data exploration, functioning as a personal data scientist by providing insights from complex datasets. It facilitates exploration through easy-to-use prompt templates and tools within Claude Desktop.
n8n-mcp-server
by leonardsellem
The n8n MCP Server allows AI assistants to control n8n workflows using natural language. It enhances automation by providing tools for workflow and execution management, making it an essential tool for integrating AI assistance with workflow automation platforms.
mcp-webresearch
by mzxrai
The MCP Web Research Server is a tool for integrating real-time web research capabilities into the Claude platform. It allows for Google searches, webpage content extraction, and research session tracking, enhancing research efficiency and interactivity.
a-share-mcp-is-just-i-need
by 24mlight
a-share-mcp is an MCP server focused on the A-share market, providing functionalities like stock data, financial reports, and macroeconomic data analysis. It aims to answer any related questions and supports integration with MCP clients such as CherryStudio.
actors-mcp-server
by apify
The Apify Model Context Protocol Server allows interaction with Apify Actors using the MCP protocol. It provides tools for performing various tasks such as web scraping and data extraction using AI agents or applications. The server can run locally or as a cloud-based Apify Actor.
perplexity-mcp
by DaInfernalCoder
Perplexity MCP Server is an intelligent research assistant utilizing AI models to manage and analyze inquiries by their complexity. It features automatic model selection to ensure optimal responses, making it suitable for simple queries and complex research tasks, enhancing its usability as a versatile tool.
mcp-ragdocs
by hannesrudolph
The RAG Documentation MCP Server is a tool designed to enhance AI assistants with relevant documentation context through vector-based semantic search. It supports multiple documentation sources and provides features for automated processing and real-time augmentation of AI responses.
mcp-server-mas-sequential-thinking
by FradSer
This project involves a Multi-Agent System (MAS) implemented in Python using the Agno framework, designed for advanced problem-solving through sequential thinking. It replaces simpler state-tracking approaches by utilizing a coordinated team of specialized agents, thereby enhancing the depth and quality of analysis.
perplexity-mcp
by jsonallen
Perplexity MCP is a Model Context Protocol server that enables web search functionality through Perplexity AI's API, designed to integrate seamlessly with the Anthropic Claude desktop client. It supports various search queries with options for recentcy filters and multiple Perplexity model configurations.
ReActMCP
by mshojaei77
ReActMCP Web Search is a Model Context Protocol server designed to integrate robust web search features into AI assistants. It uses the Exa API for performing searches and delivers results in a user-friendly format. The project is part of a broader ReActMCP initiative aiming to provide diverse AI capabilities.
biomcp
by genomoncology
BioMCP is a toolkit designed to integrate AI systems with authoritative biomedical data sources, enhancing their ability to handle specialized queries related to clinical trials, scientific literature, and genetic variants. It serves as an MCP server and supports various biomedical research workflows.
gptr-mcp
by assafelovic
GPT Researcher MCP Server is designed to enhance large language model applications by providing high-quality, deep research results. It ensures reliable and up-to-date information through autonomous exploration and validation of sources, optimizing the research context while offering integration with platforms like Claude.
mcp-scholarly
by adityak74
The mcp-scholarly project is a Model Context Protocol server designed to provide accurate academic research by searching articles on platforms like arXiv. It features development and publishing utilities and installation guidance for platforms like Claude Desktop.
aws-cost-explorer-mcp-server
by aarora79
This project is an MCP server client system tailored to analyze AWS spending data and enable natural language querying through Anthropic's Claude. It supports local and remote operation, offering detailed insights into AWS spending patterns.
mcp-compass
by liuyoshio
MCP Compass is a discovery and recommendation service designed to help users explore Model Context Protocol servers. It enables AI assistants to understand and find appropriate MCP services using natural language queries, ensuring easy discovery of suitable tools for specific tasks.
mcp-searxng
by ihor-sokoliuk
SearXNG MCP Server integrates the SearXNG API to offer robust web search capabilities with features like pagination, time filtering, and language selection. It supports configuration through Smithery, Docker, and can be used with Claude Desktop. The project is licensed under the MIT License.
mcp-ragdocs
by qpd-v
MCP-Ragdocs is a server that facilitates semantic search through documentation using a vector database like Qdrant. It supports adding and querying documents using natural language, providing flexibility and ease of retrieval from various documentation sources.
py-mcp-naver
by pfldy2850
The Naver MCP Server is a Model Context Protocol implementation allowing interaction with Naver's OpenAPI. It includes tools for searching various forms of media and content across Naver's platforms. The server is designed to provide a seamless interface for accessing Naver's expansive data.
mcp-simple-arxiv
by andybrandt
The mcp-simple-arxiv is an MCP server designed to interface with the arXiv API, providing capabilities to search and retrieve metadata for scientific papers. It offers integration with clients like Claude Desktop and adheres to arXiv API guidelines.
mcp-trends-hub
by baranwang
Trends Hub is a comprehensive aggregation service for trending topics across the internet, supporting the Model Context Protocol (MCP). It offers real-time updates and easy customizability for users seeking to integrate trending data into AI applications.
cryo-mcp
by z80dev
Cryo MCP is a Model Completion Protocol (MCP) server designed for blockchain data extraction using the Cryo tool. It facilitates easy querying of blockchain data through an API server that integrates with MCP clients, allowing SQL queries against blockchain datasets.
mcp-server-deep-research
by reading-plus-ai
MCP Server for Deep Research is a tool designed to facilitate comprehensive research through structured workflows, including question elaboration and content synthesis. It aims to generate well-cited and balanced research reports by integrating web search and content analysis.
mcp-simple-pubmed
by andybrandt
MCP Simple PubMed is a server that allows access to PubMed articles through the Entrez API, providing features like keyword search, and access to article abstracts and full texts when available. It is designed to be used with Claude Desktop and can be configured accordingly.
mcp-server-langfuse
by langfuse
The Langfuse Prompt Management MCP Server is a tool for managing prompts within the Langfuse platform using the Model Context Protocol. It facilitates prompt discovery and retrieval, offering compatibility through various tools while maintaining efficiency in list operations.
molecule-mcp
by ChatMol
Molecule-MCP is a server that connects molecular science tools to Claude AI, allowing for enhanced interaction with these tools by acting as a co-scientist. It is designed for research and educational purposes and helps with molecule modeling through real-time protocol integration.
mcp-omnisearch
by spences10
MCP Omnisearch is a server that integrates multiple search providers and AI tools into a single platform, offering advanced search, AI response, and content processing capabilities. It flexibly supports various API keys for different services, allowing tailored access based on user availability.
zotero-mcp
by kujenga
This project enables interaction with Zotero libraries using the Model Context Protocol, providing functionalities such as item searching and metadata retrieval. It is designed for integration with AI assistants to seamlessly access and utilize Zotero data.
mcp-vegalite-server
by isaacwasserman
The project is a Model Context Protocol (MCP) server that enables data visualization using Vega-Lite syntax. It allows saving and visualizing data tables, enhancing how language models interface with visual data representation.
MCP-searxng
by SecretiveShell
MCP-searxng is a server designed to connect agentic systems with search systems through the SearXNG platform, providing web search capabilities. It supports integration via configuration of JSON clients or git cloning for local setup, and allows custom URL configuration for the SearXNG server.
mcp-mianshiya-server
by yuyuanweb
Mian Shi Ya MCP Server is an API that facilitates interview question searches on the Mian Shi Ya platform, and is compatible with the Model Context Protocol (MCP). It enables developers to integrate question searching functionality with various intelligent assistants.
agentql-mcp
by tinyfish-io
AgentQL MCP Server is a Model Context Protocol server designed to integrate data extraction capabilities into various applications. It is configurable in popular platforms like Claude and Cursor, facilitating the extraction of structured data from web pages.
search-server
by fengin
The Search MCP Server is designed to provide a robust search service with support for multiple search engines and seamless integration with desktop applications like Cursor and Claude Desktop. It features a modular design and offers enhanced search capabilities, including web, academic, and detailed search options.
mcp-DEEPwebresearch
by qpd-v
The MCP Deep Web Research Server is a Model Context Protocol (MCP) server designed for advanced web research tasks. It provides features like intelligent search queuing, enhanced content extraction, and integration with the Claude Desktop app to facilitate efficient data gathering and analysis. This server is built upon the foundation of the mcp-webresearch project, optimized for performance and error handling.
paper-search-mcp
by openags
The paper-search-mcp project is a Python-based MCP server designed to search and download academic papers from multiple platforms. It is highly integrated with large language model clients like Claude Desktop, providing an efficient tool for researchers and AI workflows.
zotero-mcp
by 54yyyu
Zotero MCP connects your Zotero library with AI tools like Claude to enhance research workflows through paper discussions, summaries, and PDF annotation extraction. It supports multiple access methods, making it suitable for both local and remote research setups.
vectorize-mcp-server
by vectorize-io
The Vectorize MCP Server is designed to integrate with the Vectorize platform for retrieving vectors and extracting text. It provides APIs for document retrieval, text extraction, and performing deep research. The server facilitates integration with various development environments, offering an easy setup via npx and VS Code.
datagov-mcp
by aviveldan
The DataGov Israel MCP Server enables easy interaction with the Israeli Government Public API. It offers tools to query, fetch, and display data from various sources, enhancing data accessibility and management.
pubmearch
by Darkroaster
The PubMed Analysis MCP Server is a tool designed to facilitate medical research by analyzing PubMed literature. It offers features like literature retrieval, hotspot and trend analysis, and customizable reporting to help researchers understand medical research trends.
Google-Search-MCP-Server
by mixelpixx
The Google Search MCP Server is an MCP-compliant server that allows AI models to perform Google searches and analyze webpage contents programmatically. It integrates Google Custom Search and advanced content analysis tools, presenting results in a human-readable format.
mcp-tavily
by RamXX
Tavily MCP Server is a Model Context Protocol server designed to enable AI-powered web search capabilities. It provides tools for comprehensive web searches and direct AI-generated answers, utilizing Tavily's search API. Key features include the ability to filter searches by domain and gather recent news articles.
Google-Scholar-MCP-Server
by JackKuo666
The Google Scholar MCP Server enables AI assistants to search and access Google Scholar papers through the Model Context Protocol. It provides tools for querying paper information, accessing metadata, and obtaining detailed author profiles, facilitating academic research and analysis.
server-google-news
by ChanMeng666
The Google News MCP Server is an implementation of the Model Context Protocol that facilitates Google News searches through SerpAPI. It provides advanced search capabilities, categorizes news intelligently, and supports multilingual and regional queries, enhancing accessibility and flexibility for users.
vertex-ai-mcp-server
by shariqriazz
Vertex AI MCP Server is a platform designed to facilitate interaction with Google Cloud's Vertex AI Gemini models. It offers a suite of tools for coding assistance and query answering, aiming to enhance development productivity with configurable and responsive AI capabilities.
nexonco-mcp
by Nexgene-Research
Nexonco is an MCP server developed by Nexgene Research that enables advanced searches for clinical evidence from the CIViC database. It is designed to support precision oncology through flexible querying of medical domains. The project focuses on providing comprehensive reports for research purposes.
huggingface-mcp-server
by shreyaskarnik
The Hugging Face MCP Server is a Model Context Protocol server offering asynchronous, read-only access to Hugging Face's APIs. It supports comprehensive tools for models, datasets, and other resources, designed to facilitate interaction for Language Learning Models like Claude.
heurist-mesh-mcp-server
by heurist-network
The Mesh Agent MCP Server is a Model Context Protocol server that integrates with Heurist Mesh, providing access to web3 and blockchain tools. It supports cryptocurrency data analysis and allows customization of AI agents for specific tasks. This server facilitates interaction with various MCP-compatible interfaces.
mcp-llms-txt-explorer
by thedaviddias
MCP LLMS.txt Explorer is a Model Context Protocol server designed to explore and analyze websites with llms.txt files. It offers tools to check for and validate these files, providing users with structured data about compliant websites. This server is intended for those looking to implement or study the llms.txt standard.
mcp_scholar
by renyumeng1
MCP Scholar is a Google Scholar search and analysis service using the MCP protocol. It supports keyword-based paper search and scholar homepage analysis while integrating with MCP clients and Cherry Studio.
web3-research-mcp
by aaronjmars
Web3 Research MCP is a tool designed to conduct deep research on cryptocurrency tokens. It offers comprehensive analysis using multiple data sources and generates structured reports to assist users in understanding technical, market, and social aspects of tokens. The project emphasizes resource management and progress tracking.
openai-websearch-mcp
by ConechoAI
The OpenAI WebSearch MCP Server allows AI assistants to perform real-time web searches, providing updated information during interactions. It is designed to be integrated with applications like Claude and Zed, facilitating easy setup and configuration.
NASA-MCP-server
by ProgramComputer
NASA MCP Server is an MCP server designed to provide standardized access to over 20 NASA APIs. Its purpose is to facilitate AI model interaction with NASA data through a consistent interface. Key features include automatic parameter validation, cross-platform support, and comprehensive documentation.