Research And_data MCP Servers

Mctsthinking

1

by jianbo27

The MCTS Thinking MCP Server is a tool for strategic problem-solving, leveraging Monte Carlo Tree Search (MCTS) to explore and evaluate different reasoning paths. It is designed to handle complex problems with multiple solutions, providing insight and statistical feedback throughout the process.

aviation-mcp

1

by finack

This project is a Model Context Protocol (MCP) server that provides comprehensive aviation weather information for flight planning by integrating with the Aviation Weather API. It strictly serves as an informational tool and is not certified for official aviation use, featuring a type-safe API client and multiple weather data retrieval functionalities.

prospect-research-mcp

1

by jzhang17

The Prospect Research MCP Server is an implementation focused on leveraging prospect research tools through the Model Context Protocol. Its primary functions include semantic searching, webpage scraping, and batch search processing. It runs on Smithery Web infrastructure, offering features suitable for comprehensive research.

proxy-pool-mcp-server

1

by ElfProxy

ElfProxy MCP Server combines dynamic IP rotation with AI-optimized web capabilities, enabling secure and large-scale web data access for AI systems. It features a global residential proxy infrastructure and an AI-specific web interaction layer for effective data handling.

numpy-mcp

1

by colesmcintosh

The NumPy MCP Server is a server that facilitates numerical computations using NumPy through a standardized protocol interface. It offers a range of mathematical operations, including basic arithmetic, linear algebra, statistical analysis, and polynomial fitting. The server integrates easily with platforms like Claude Desktop for seamless mathematical operations.

mcp-vercel

1

by recoupable

This project is an MCP server aimed at reading statistics from the Mantle Network's top protocols to aid investment strategy decisions. It supports deployment on platforms like Vercel and includes setup instructions for Redis and other configurations.

mcp-server

1

by xuhaodev

The Distributed MCP Server is designed as a Model Context Protocol server providing essential interfaces for accessing legal information, weather data, and Azure service pricing, among other functions. It integrates with AI assistants to enhance utility across various applications.

timezone-toolkit

1

by Cicatriiz

TimezoneToolkit is a powerful MCP server designed to manage comprehensive time and timezone tasks. It supports various tools for time conversion, astronomical calculations, and date utilities, aiming to deliver functionality beyond basic time conversions.

police-uk-api-mcp-server

1

by dwain-barnes

The police-uk-api-mcp-server is a Python-based Model Context Protocol server designed to interact with police.uk API. It provides a suite of 21 tools for accessing data related to crimes, police forces, neighborhoods, and more. Built for ease of integration into existing MCP-compatible systems, it focuses on reliable data retrieval and error management.

Shodan-MCP-Server

1

by X3r0K

The shodan-mcp-server is designed to interface with the Shodan API, allowing users to access data on networked devices and their vulnerabilities. It offers a simple integration via the MCP protocol to enrich applications with Shodan intelligence.

jmh108_MCP-server-readability-python

1

by MCP-Mirror

The MCP Server Readability Parser is a Python implementation of an MCP server that extracts and optimizes webpage content into Markdown, using the Readability algorithm to eliminate unnecessary elements like ads and navigation. It is designed for efficient LLM processing and delivers consistent, cleanly formatted output.

dpdispatcher-mcp-server

1

by PhelanShao

The Dispatcher MCP Server provides a way to manage computational jobs using the dpdispatcher library. It enables language models and MCP clients to submit, track, and manage jobs on local or HPC systems, with support for interactive configuration and stdio transport.

valyu-mcp

1

by valyu-network

The Valyu MCP Server is designed to help AI models access quality context from a range of sources like Wikipedia and arXiv papers using Valyu's API. It supports both automated and manual setup and provides guidance for troubleshooting.

web-search-mcp

1

by muka

Web-search-mcp is an MCP server designed to handle web searches. It requires configuration of environment variables and can be easily started using Docker Compose.

mcp-florence2

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by jkawamoto

Florence-2 MCP Server enables image processing by extracting text using OCR and generating captions. It supports both local and web-based image sources, and is compatible with Claude Desktop and Goose tools.

Brave-Gemini-Research-MCP-Server

1

by falahgs

The Brave-Gemini Research MCP Server is a modern implementation designed for AI assistants to conduct web searches and analyze research papers. It integrates with Claude Desktop and offers tools for web, local, and research paper searches using Google's Gemini model.

ILHealth-mcp

1

by david-aftergut

The Israel Health Data MCP Server provides access to the Israeli Ministry of Health data through a Model Context Protocol server, enabling efficient retrieval of data concerning medical services quality, child development, and more. It is designed to bridge the gap between the Ministry's API and MCP clients, offering various tools for data interaction.

mcp_census_server

1

by kaman1

The MCP Census Server is a robust solution designed to access US Census Bureau data using the Model Context Protocol (MCP). It features API key authentication, JSON-RPC interactions, and caching mechanisms, with both a server and client application configured for development and deployment.

cf-mcp-server

1

by anishgowda21

The project provides a Cloudflare Worker using the Model Context Protocol that allows the AI assistant Claude to access and use external services and APIs directly from user interactions. It features tools for fetching weather data, IP geolocation, web search, and HTTP requests, designed for seamless integration and interaction.

allora-mcp-server

1

by allora-network

The Allora MCP Server provides a way to integrate Allora's prediction markets data into AI systems using the Model Context Protocol. This implementation facilitates seamless access to market predictions and inference data, enhancing AI workflows with standardized communication methods.

marginalia-mcp-server

1

by bmorphism

Marginalia MCP Server is a Model Context Protocol server that allows users to access Marginalia Search, focusing on non-commercial internet content. It offers customizable search parameters and robust error handling.

hackle-mcp

1

by hackle-io

The Hackle MCP Server is a Model Context Protocol server designed to interact with the Hackle API. It provides various tools for querying, managing data, and conducting analytics related to A/B testing and user behavior metrics.

mcp-weather

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by wizcas

MCP Weather is an MCP server that supplies weather information, designed primarily for educational purposes. It operates in SSE mode and integrates into a client like Cherry Studio.

mcp-github-reader-prod

1

by skydeckai

MCP GitHub Reader is a server application designed for large language models to access and analyze GitHub repositories using the Model Context Protocol. It features API-based interactions, repository analysis, and file retrieval with smart filtering, supporting efficient integration into language models.

mcp-searxng-enhanced

1

by OvertliDS

The MCP SearXNG Enhanced Server is an MCP server designed for seamless integration with SearXNG and modern MCP clients. It provides category-aware web search, website scraping, and date/time tools, offering robust features like automatic Reddit URL conversion, domain-based rate limiting, and in-memory caching.

quran_cloud_mcp_server

1

by marwanWaly

This project is an MCP server designed to connect Language Learning Models (LLMs) to the Quran API to prevent misinterpretations, known as hallucinations, in text-sensitive data. It offers a method to integrate easily with the Claude desktop application, providing efficient data retrieval for LLMs.

linkedin-jobs-mcp-server

1

by Rom7699

The LinkedIn Jobs MCP Server is designed to search and retrieve job postings from LinkedIn using the RapidAPI LinkedIn Data API. It features tools for keyword-based job searching, location filtering, and retrieving detailed job postings information. The server is compatible with Claude Desktop via Anthropic's MCP framework.

verodat-mcp-server

1

by Verodat

The Verodat MCP Server provides a standardized way for AI models to access and manipulate data in Verodat, offering tools for data consumption, design, and management. It ensures seamless integration with AI systems like Claude Desktop.

statsource-mcp

1

by jamie7893

Statsource MCP Server provides statistical analysis capabilities for LLMs, enabling them to analyze data and generate predictions from various sources like databases and CSV files. It supports methods to calculate statistics and allows for easy configuration and feature suggestion.

mcp-internet-speed-test

1

by inventer-dev

The MCP Internet Speed Test is an experimental MCP server that allows AI models to conduct comprehensive internet speed tests. It provides tools for measuring download and upload speeds, latency, and jitter, with output in detailed JSON format.

tidymodels-mcp

1

by JavOrraca

Tidymodels MCP Server is a Model Context Protocol server designed to integrate with AI tools like Cline.bot and Claude Desktop to work with the tidymodels ecosystem in R. It offers capabilities such as listing packages, providing detailed information, searching functions, and generating code templates. This server enhances workflows related to the tidymodels ecosystem.

mcp-fathom-analytics

1

by mackenly

MCP Fathom Analytics is an unofficial MCP server designed to access Fathom Analytics data via an AI assistant. It offers features such as account information retrieval, sites management, event listing, and real-time visitor tracking by interacting with the Fathom Analytics API.

mendableai_firecrawl-mcp-server

1

by MCP-Mirror

Firecrawl MCP Server is a Model Context Protocol server designed to work with Firecrawl for advanced web scraping. It offers tools for automated web content discovery and extraction, with support for both cloud and self-hosted environments.

decoupler-mcp

1

by scmcphub

Decoupler-MCP provides a natural language interface for conducting scRNA-Seq analysis through the Model Context Protocol. It supports various features like data reading, pathway inference, clustering, and plotting, making scRNA-Seq analysis more accessible.

moteurimmo-mcp-server

1

by MeilleursBiens

MoteurImmo MCP Server is a tool for integrating MoteurImmo services with AI agents. It supports comprehensive searches and detailed information retrieval of real estate listings from various French portals.

usgs-quakes-mcp

1

by blake365

This project provides a Model Context Protocol (MCP) server for accessing the USGS Quakes API through AI assistants like Claude Desktop. It allows for querying earthquake data and getting specific earthquake details using natural language.

liana-mcp

1

by scmcphub

Liana-MCP is designed to facilitate natural language interactions for scRNA-Seq analysis through the Model Context Protocol (MCP). It targets users interested in simplifying cell-cell communication and visualization tasks in AI environments.

openalex-mcp-server

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by DavidEncrypted

The OpenAlex MCP Server is designed to facilitate interaction between AI agents and the OpenAlex database for scholarly works, utilizing tools to search, retrieve details, and analyze scholarly content effectively.

mcp-mtender-server

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by yoda-digital

The MTender MCP OCDS Server is a specialized server that facilitates access to Moldova's public procurement data. It offers comprehensive support for the Open Contracting Data Standard, enabling the analysis and retrieval of tender information through the MTender API.

mcp-dnsdumpster

1

by MaxWeeden

DNSDumpster is an MCP server that allows AI assistants to perform DNS reconnaissance using natural language queries. It supports detailed domain record inquiries and is equipped with features like pagination and caching.

alexatnordnet_mcp-google-custom-search-server

1

by MCP-Mirror

This project is an MCP server that facilitates web searches using Google's Custom Search API. It offers a standardized interface for Language Learning Models to perform searches and is compatible with various MCP clients. Standout features include TypeScript implementation and error handling.

nli_mcp_server

1

by rdoelman

This project provides an MCP server to interface with the National Library of Israel's APIs. It enables AI systems to programmatically access library resources, including catalog searches and image retrieval. The project is independently developed to enhance AI access to public library resources.

google-research-mcp

1

by zoharbabin

The Google Researcher MCP Server enhances AI assistants with advanced web research functionality, utilizing tools like Google Search and Gemini AI for content analysis. This open-source project offers robust performance with features like persistent caching and flexible integration options.

ankr-mcp

1

by akki91

The Ankr MCP Server is built to fetch blockchain data using the Ankr API, facilitating integration with AI models through the Model Context Protocol. It supports on-chain data operations like retrieving token balances, providing valuable features for applications using Claude Desktop or similar interfaces.

google-search-console-mcp

1

by LeonardSEO

The Google Search Console MCP Server allows users to connect to the Google Search Console API, facilitating various operations like retrieving search analytics data and checking URL indexing status within n8n workflows. It supports listing sites, fetching top queries, and more, with secure handling of credentials.

SimpleMCPSearchServer

1

by MartinSchlott

Simple MCP Search Server is a project designed to provide search and scraping functionalities using Jina AI. It supports web searching, URL content scraping, and deep searching with customizable settings through a configuration file.

obinopaul_soccer-mcp-server

1

by MCP-Mirror

Soccer MCP Server is a Python-based server that implements the Model Context Protocol to provide access to football statistics and live match data from the API-Football API. It allows applications to access detailed information about leagues, teams, and players worldwide, facilitating data retrieval for live matches and historical statistics.

Arxivloader-MCP-Server-and-Client

1

by alihassanml

The Arxivloader MCP Server and Client project enables efficient retrieval of arXiv research papers using a server-client architecture based on MCP. Users can interact via a Streamlit UI to query and display research paper data, leveraging tools like Groq and LangChain for enhanced processing.

mcp-unix-manual

1

by tizee

Unix Manual Server is an MCP server that integrates Unix command documentation directly within Claude conversations, allowing users to retrieve help pages and verify command existence. It emphasizes security with measures against command injection.

web-search

1

by williamvd4

The Web Search MCP Server enables users to perform web searches using Google results without needing API keys, offering structured results with adjustable query limits. It's designed for personal use with a focus on simplicity and ease of setup in MCP configurations.

research-mcp-server

1

by h-yanagawa

The Research MCP Server is designed to function as a Model Context Protocol server, enabling the integration and retrieval of survey data with Notion. It includes features to facilitate survey creation and management directly through the Notion platform.

screener_mcp

0

by BrunoFromMars

The Screener.in MCP Server project provides a Model Context Protocol server that allows large language models to interact with Indian stock market data. It offers tools for company data analysis using web scraping methods and focuses on integrating with Claude Desktop for enhanced data interaction.

taiwan-cwa-mcp-server

0

by stephen9412

The Taiwan CWA MCP Server is a project that provides a streamlined interface to the Taiwan Central Weather Bureau's API, allowing users to access detailed weather forecasts and historical rainfall data for various regions in Taiwan. It includes features like automated data processing and error handling.

hatch-mcp-server

0

by lkm1developer

Hatch MCP Server facilitates integration with the Hatch API to perform tasks such as email and phone number retrieval, email verification, company data lookup, and LinkedIn URL finding. It is designed for ease of use, providing standalone or integrative capabilities with tools like Claude.

Medical_calculator_MCP

0

by johnyquest7

Medical_calculator_MCP is a server designed for executing medical calculations within a Model Context Protocol framework. It supports integration with Python projects and can be managed using tools like uv and Claude Desktop.

bmorphism_anti-bullshit-mcp-server

0

by MCP-Mirror

The Anti-Bullshit MCP Server is a Model Context Protocol server designed to analyze claims, validate sources, and detect manipulation using multiple epistemological frameworks. It aims to uphold methodological rigor, ethical considerations, community impact, and authority in its assessments.

presto-mcp-server-by-cdata

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by CDataSoftware

The project is a read-only Model Context Protocol (MCP) Server by CData for Presto. It connects Presto data to large language models, enabling natural language querying without needing SQL. The server utilizes CData's JDBC Driver to provide seamless data interaction.

houtj_dlis_mcp_server

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by MCP-Mirror

The DLIS MCP Server is a Model Context Protocol server designed for analyzing Digital Log Interchange Standard (DLIS) files. It supports extracting channel data and metadata from DLIS files, facilitating easy integration with large language model applications.

usaspending-mcp

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by flothjl

usaspending-mcp is a Modular Computing Platform server that helps AI agents access the USAspending.gov API for analyzing U.S. government spending data. It offers tools for retrieving and handling this data efficiently.

datalayer_earthdata-mcp-server

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by MCP-Mirror

Earthdata MCP Server enables efficient interaction with NASA's Earth Data by providing tools for dataset discovery and analysis. It supports geospatial analysis through efficient data retrieval and specific prompts.