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.
extreme-p-mcp
by koido
The Extreme P-value MCP Server offers an API interface for extreme p-value calculations using specially designed R functions accessed via Python. Notable for its ease of integration with existing systems and ongoing active development.
event-catalog_mcp-server
by MCP-Mirror
EventCatalog is an open-source tool for documenting event-driven architecture, allowing users to access insights into their architecture through an integrated MCP Server. It supports a wide range of MCP clients for efficient querying and integrates with existing tools for enhanced usability.
mcp-server-play
by sergei-grigorev
This project is a Model Context Protocol (MCP) server designed to provide weather data and local time information for specified locations using Rust programming. It features async Rust with tokio for a microservice architecture and uses the RMCP SDK.
OtotaO_unsloth-mcp-server
by MCP-Mirror
Unsloth MCP Server optimizes the fine-tuning of large language models, offering faster speeds and reduced memory usage without compromising quality. It provides a wide range of model support and uses advanced techniques like 4-bit quantization for efficiency.
macrostrat-mcp
by blake365
The Macrostrat-MCP is an MCP server designed for accessing and analyzing geological data from the Macrostrat API within Claude Desktop. It allows AI assistants to query and interpret a range of geologic information, enhancing understanding and data analysis.
duan-li_mcp-weather-server-example
by MCP-Mirror
The Weather Service is a Model Context Protocol server project designed to manage and summarize notes through a simple storage system. It features a custom URI scheme and tools for adding and summarizing notes, tailored for the MCP infrastructure.
Linkedin_Mcp_Server
by codingaslu
The LinkedIn Profile Scraper MCP Server fetches LinkedIn profile data using the Fresh LinkedIn Profile Data API. Implemented as a model context protocol server, it provides asynchronous non-blocking API calls to access profile details. Key features include environment-based configuration and integration with the MCP framework.
opspawn_Google-Flights-MCP-Server
by MCP-Mirror
The Google Flights MCP Server is designed to allow interaction with Google Flights data, leveraging the fast_flights library for scraping flight information. It provides powerful tools to fetch both one-way and round-trip flight data, with options to filter results based on user criteria.
csonigo_datagouv-mcp-server
by MCP-Mirror
Data Gouv MCP Server is designed to interact with Datagouv APIs, providing updated information about French companies. It uses a specific MCP transport protocol to facilitate these interactions.
tracxn-mcp
by vatsal191201
Tracxn MCP Server is designed to interface with the Tracxn API, enabling AI models to access a comprehensive database for company and investment data. It supports advanced search and filtering options, providing valuable market intelligence and investment insights.
Sivan22_mcp-otzaria-server
by MCP-Mirror
The Jewish Library MCP Server is a powerful tool that facilitates searching through Jewish texts and literature using advanced query techniques. It supports full-text search, Boolean operators, and delivers rich, relevance-scored results.
riksdagen-mcp-server
by amrtini
The Riksdagen MCP Server is a tool that enables the search and retrieval of documents from the Swedish Parliament's archive. It offers functionalities to filter and format data into JSON or other formats for analysis and integration with Claude.
mcp-server-vegalite
by Mavline
The Data Visualization MCP Server provides an interface for data visualization using Vega-Lite syntax. It allows users to save data and generate visualizations efficiently, supporting both text and image outputs.
Pubmed_Search
by YOUNGSUK81
This project is a Model Context Protocol (MCP) server designed to handle medical queries by searching and analyzing research papers from PubMed. Key features include relevance and impact factor analysis, with results generated in an EndNote-compatible format, aiding in effective literature management.
MCP_SSE_Server
by uriyahav
GenAI News Assistant MCP Server is a template for setting up a Model Context Protocol server to fetch and analyze news data. It integrates with NewsAPI.org and a Large Language Model, supporting both Python and TypeScript implementations.
Weather-MCP-Server
by moizghumann
The Weather MCP Server provides weather data using the Model Context Protocol. It's built with TypeScript for type safety and runs on Node.js, emphasizing features like weather data processing and environment-based configuration.
agentset-ai_mcp-server
by MCP-Mirror
Agentset MCP is an MCP server designed to support the Agentset platform, which enables developers to build applications using Retrieval-Augmented Generation. It is open-source and offers a quick setup for intelligent document-based applications.
mcp-server-zenn
by shibuiwilliam
mcp-server-zenn is an unofficial MCP server designed for Zenn, allowing users to fetch lists of articles and books utilizing Zenn's development API. It can be run locally for development and debugging purposes.
rag-mcp-server
by 0x00000002
This project is a RAG server that leverages AWS serverless architecture to implement the Model Context Protocol (MCP). It incorporates various AWS services such as Lambda, OpenSearch Serverless, and S3 to provide vector storage, search, and retrieval functionalities, enhanced with OpenAI's embedding capabilities.
gwas-catalog-mcp
by koido
This project is an MCP server offering a programmatic interface to the GWAS Catalog REST API, enabling access to genetic study data for research purposes. It handles large datasets with flexible storage options and supports various data retrieval endpoints under active development.
DOC-Server-MCP
by xinlei413
The docs-mcp-server is a Model Context Protocol server designed for scraping, processing, and searching documentation of software libraries. It offers versatile scraping from various sources and supports intelligent processing with semantic splitting and embedding generation. It is optimized for efficient storage and hybrid search, making it a powerful tool for managing and querying library documentation.
mcp-noaa-tides
by seanofahey
The NOAA Tides MCP Server is designed to provide access to NOAA's oceanographic data, allowing users to access water levels, tide predictions, and station metadata through a Model Context Protocol interface. It supports functionalities like querying for water levels and tide information for specified stations.
Dicklesworthstone_ultimate_mcp_server
by MCP-Mirror
The Ultimate MCP Server is a sophisticated platform for AI agents, providing a multitude of tools and integrations to enhance cognitive capabilities and task orchestration. Designed to optimize costs by intelligently delegating tasks across multiple LLM providers, it transforms AI applications into powerful autonomous systems.
Msparihar_mcp-server-firecrawl
by MCP-Mirror
The Firecrawl MCP Server is a Model Context Protocol server designed for web scraping, content searching, site crawling, and data extraction. It offers advanced features such as mobile emulation, ad blocking, and structured data extraction, aiming to provide a comprehensive solution for data retrieval from the web.
python-mcp-server
by aquental
The project is a Python implementation of a Weather Model Context Protocol (MCP) server that interacts with the National Weather Service API. It includes a comprehensive test suite and detailed development setup instructions.
Tariff-News-MCP-Server
by shanscar
Tariff News MCP Server is a specialized server designed to provide AI agents with access to real-time tariff-related news. It features dual transport support and integrates with DuckDuckGo to offer up-to-date news retrieval.
qwert666_mcp-server-foundry
by MCP-Mirror
The Foundry MCP Server is a Model Context Protocol server designed to facilitate AI interaction with Foundry's datasets, ontology objects, and functions. It includes tools for listing and querying datasets and executing functions.
mcp_mlb_statsapi
by mpizza
The baseball-mcp project is an MCP server that wraps the MLB Stats API to provide easy access to MLB data such as schedules, results, and player information. It supports efficient data retrieval within an MCP framework.
mcp-server-airbnb
by Domoteek
The project is an MCP server designed to facilitate Airbnb listing searches and detailed information retrieval. It offers structured data and direct URL access to Airbnb listings without requiring API keys.
arXiv-mcp
by Ray0907
mcp-arxiv is a server that allows for efficient search and retrieval of scientific papers from arXiv. It simplifies the process for large language models by providing clean access to paper details without complicated HTML parsing.
djalal_quran-mcp-server
by MCP-Mirror
This project is an MCP server allowing interaction with Quran.com using a variety of endpoints for chapters, verses, and translations. It supports integration with Claude Desktop and offers Docker-based deployment options.
mcp-server
by egeokt
The project is a simple Model Context Protocol (MCP) server designed to provide the latest documentation for tools like Langchain, OpenAI, and Llama-Index. It helps facilitate operations and integrates with Claude Desktop for enhanced accessibility.
chinese-holidays-MCPServer
by zhaoyi48
The Chinese Holidays MCP Server is a TypeScript-based plugin that allows users to query Chinese public holidays for any given year. It utilizes data from a dedicated repository to provide accurate information on China's statutory holidays.
mcp_server_cec_iot
by Cestco-ew
The E维SaaS MCP Server provides an IoT platform for managing and controlling devices, particularly cameras, through service interfaces. It enables device addition, control, and information retrieval using natural language and supports operations across various scenarios.
gnomad-mcp
by koido
The gnomAD MCP Server provides a unified interface to access genomic data from the Genome Aggregation Database via its API. It supports various API versions and offers a consistent, programmatic way to retrieve genetic information, catering to research and data needs with an evolving feature set.
MCP-Server-for-Indonesian-Custom-Tarif
by TehBotolBayu
The project is an example MCP server implementation for educational purposes, focusing on Indonesian customs tariff data and Hascode API integration. It demonstrates how MCP can standardize data access to APIs, providing a structured way to connect to various data sources. The server supports AI tools by offering resources, tools, and prompts for accessing customs information.
family_tree_mcp_demo
by AlfredBr
The Family Tree MCP Demo is an MCP server that allows exploration and querying of family tree data. It supports operations like listing family members and analyzing relationships, implemented in C# using .NET.
wiki-mcp-server
by simakovvv
The Wikipedia MCP Server is designed to search, analyze, and evaluate Wikipedia articles using advanced AI models. It supports multiple AI models and provides endpoints for various operations, offering detailed server statistics.
mcp
by builtwith
BuiltWith MCP Server is a Model Context Protocol server that interfaces with the BuiltWith API to allow AI assistants to identify website technology stacks. It provides detailed technology information through natural language commands, making it useful for technology research and comparison.
goatcounter-mcp-server
by rafaljanicki
The Goatcounter MCP Server is designed to facilitate interactions with the Goatcounter web analytics API through a standardized interface. It supports various API endpoints, handles authentication via environment variables, and implements rate-limiting features. The server is suitable for integration with tools like Claude Desktop using the FastMCP library.
sat-mcp-server
by satellaite
The @satellaite/mcp-server is an MCP server for the Satellaite API, implementing the Model Context Protocol to enable secure model interactions. It uses TypeScript and Zod for validation and provides authentication through a Bearer token.
medullar-mcp-server
by medullar
The Medullar MCP Server is designed to retrieve data from Medullar Spaces using the MCP protocol. It supports various installation and execution modes to cater to both development and production environments.
JackKuo666_bioRxiv-MCP-Server
by MCP-Mirror
The bioRxiv MCP Server is a tool that enables AI assistants to interact with bioRxiv's preprint repository. It supports searching for biology preprints and accessing their metadata, intended to facilitate research in biological sciences.
whois-mcp
by ASJordi
The WHOIS MCP is a Java-based application offering WHOIS lookup capabilities via the Model Context Protocol. It supports domain validation, caching, and error handling, facilitating domain queries through a standardized interface.
CodeByWaqas_weather-mcp-server
by MCP-Mirror
The Weather MCP Server is a Modern Code Protocol server that fetches weather data using OpenWeatherMap API. It supports real-time updates and detailed metrics like temperature, humidity, and wind speed.
saaros-mcp-server
by mjochum64
Saaros-MCP-Server is an MCP server designed to interface with the Brave Search API using JSON-RPC 2.0. It is capable of running as a background thread, making it suitable for embedding in larger applications.
weather-mcp-server
by dsomel21
This project is a learning exercise in implementing a Model Context Protocol (MCP) server for weather services. It provides weather alerts and forecasts using the National Weather Service API. The server is compatible with AI assistants such as Claude for enhanced interaction.
mcp_census_server
by TEKIMAX
MCP Census Server is a versatile server designed to access US Census Bureau data using the Model Context Protocol. It supports JSON-RPC 2.0, offers structured logging, API authentication, and interactive API documentation.
octagon-mcp-server
by mikeysrecipes
Octagon MCP provides AI-powered tools for financial research and analysis, integrating with a Market Intelligence API to extract and analyze market data. It supports detailed insights from public and private markets with various specialized agents.
vizapi-mcp-server
by IvanZidov
MCP-VizAPI is an MCP server that connects with VizAPI.ai to enable AI agents to perform visual data extraction from images and documents. It provides functionalities such as listing templates, extracting data, and ensuring seamless integration with MCP-compatible clients.
falahgs_Gemini-Data-Analysis-Research-MCP-Server
by MCP-Mirror
Gemini Data Analysis & Research MCP Server is a comprehensive solution for data analysis, research paper generation, and automated email delivery utilizing Google's Gemini Flash 2 AI model. It offers interactive visualizations and secure email functionalities to aid in professional research and reporting tasks.
joeBlockchain_mcp-server-client
by MCP-Mirror
The MCP Server-Client Example project demonstrates using the Model Context Protocol with TypeScript SDK to set up communication between a server and client. It showcases basic functionalities such as resource listing and reading over stdio transport.
mcp-server-client-demo
by julienlucas
The Weather MCP Server is a Model Context Protocol server that provides timely weather information using the National Weather Service API. It supports state-specific weather alerts and location-based forecasts, featuring TypeScript for enhanced maintainability.
eno-graph_mcp-server-google-analytics
by MCP-Mirror
This project is an MCP Server that provides an interface for accessing the Google Analytics Data API. It enables users to retrieve reports and real-time data using specified parameters and is integrated with tools like Claude Desktop for broader application.
mcp_unhcr
by rvibek
The UNHCR Population Data MCP Server enables AI agents to access data on forcibly displaced persons using the UNHCR Population Statistics APIs. It provides tools for querying population statistics, RSD applications, and RSD decisions, with data filtering capabilities by country and year.
Cyreslab-AI_wayback-mcp-server
by MCP-Mirror
The Wayback Machine MCP Server provides access to archived web pages through the Wayback Machine, offering tools to retrieve page content and snapshot lists. It supports Model Context Protocol to facilitate interactions with archived internet data.
Domoteek_mcp-server-airbnb
by MCP-Mirror
This project is an MCP Server designed for searching and retrieving details of Airbnb listings. It follows Airbnb's robots.txt rules, offers structured JSON data, and provides direct URLs to the listings. No API key is required for its operation.
weatherstack-mcp-server
by MCP-Forge
The Weatherstack MCP Server integrates the Weatherstack API with AI frameworks, enabling AI agents to access a variety of weather data efficiently. It acts as a structured interface for AI models to interact with weather information.
gnnepcsaft_mcp_server
by wildsonbbl
GNNEPCSAFT MCP Server facilitates advanced thermodynamic calculations using Graph Neural Networks to estimate ePC-SAFT parameters, providing predictions for properties like density and vapor pressure. It is suitable for pure components, mixtures, and integrates with LLMs for chemistry applications.