Research And_data MCP Servers

mcp-label-studio

1

by lxkaka

mcp-label-studio is a Model Context Protocol server designed to manage and interact with Label Studio projects. It offers tools to create and manage annotation projects, supporting data import, export, and workflow management.

MCP-ARM-DQR

1

by lishanlitamu

This is an MCP server designed to facilitate access to the ARM Data Quality Report database. It provides tools for querying data quality information via an API, making it useful for data management and analysis tasks.

lenwood_cfbd-mcp-server

1

by MCP-Mirror

The College Football Data MCP Server is an implementation that allows users to access detailed statistics and data about college football games, teams, and players. Integrated with the College Football Data API, it offers comprehensive querying capabilities for AI assistants and applications.

etf-flow-mcp

1

by kukapay

The ETF Flow MCP is a Model Context Protocol server that offers detailed ETF flow data for cryptocurrencies, specifically designed to aid AI agents in making informed decisions. It features dynamic data fetching for BTC or ETH and utilizes pivot tables for effective data presentation.

mcp-deep-research

1

by baranwang

MCP Deep Research is a web search tool powered by the Model Context Protocol and Tavily API. It supports customizable configurations and is optimized for prompt-based MCP clients.

property-prices-mcp

1

by joemclo

This project is a Model Context Protocol (MCP) server that provides a way to search property prices using the UK HM Land Registry's SPARQL endpoint. It supports filtering by various criteria and has both CLI and IDE integration for ease of use.

webSearch-Tools

1

by josemartinrodriguezmortaloni

WebSearch is a robust web search and content extraction tool that leverages the Firecrawl API for sophisticated web scraping and analysis. It integrates as a Model Context Protocol (MCP) server, offering features like advanced search, content extraction, and web crawling.

openalex-mcp-server

1

by dgitj

OpenAlex MCP Server is a Model Context Protocol server that searches academic papers using the OpenAlex API. It allows users to search by topic, keyword, or author, and access paper details such as title and citations.

nasa-mcp

1

by AnCode666

NASA-MCP is an MCP server that facilitates access to various NASA APIs, allowing users to retrieve data on astronomical phenomena, space weather, and Earth imagery. It features secure API key management and serves as a tool for MCP-compatible clients to interact with NASA's vast data repositories.

mcp-webresearch

1

by oneshot-engineering

MCP Web Research Server is an MCP server facilitating seamless web research by integrating real-time information directly into Claude. It supports features like Google search integration, webpage content extraction, research session tracking, and screenshot capture.

mcp-server-python

1

by cappt-team

mcp-server-cappt is a Model Context Protocol server designed to create outlines and presentations efficiently using cappt.cc tools. It features tools for generating and editing presentations based on user-defined outlines.

weather-my-mcp

1

by yting27

The Weather MCP Server is a Model Context Protocol server designed to provide weather-related information using data from Malaysia's open data portal. It offers capabilities to fetch weather forecasts, flood warnings, and earthquake news.

NodeGIS_geo-mcp-server

1

by MCP-Mirror

The MCP Geo Server is a geographic processing tool server utilizing the Model Context Protocol to offer functionalities such as coordinate system conversion, polyline distance, and polygon area calculation. Designed to support various popular coordinate systems, it facilitates precise spatial computations.

searxng-mcp

1

by aeon-seraph

The SearXNG Model Context Protocol Server facilitates integrating language models with the SearXNG search engine through the MCP standard. It allows search queries to be sent and results to be retrieved in a structured format, enhancing search capabilities for language models.

arbitrum_mcp_server

1

by 0xRecruiter

The Arbitrum MCP Server is a Model Context Protocol server that analyzes real-time Arbitrum blockchain data using the Arbiscan API and Claude AI. It offers features such as transaction analysis, account balance checking, and AI-powered data interpretation.

tavily-mcp-search

1

by arben-adm

My Tavily Search MCP Agent is a Model Context Protocol Server leveraging the Tavily API for efficient web searches across business, news, finance, and politics. It provides developer-friendly features such as asynchronous handling, error recovery, and clean results formatting.

mcp-server-ietf

1

by tizee

This project is a Model Context Protocol server that enables access to IETF RFC documents. It is tailored for large language models, providing a standardized interface to obtain RFC specifications efficiently.

dank-mcp

1

by AgentDank

`dank-mcp` is an MCP server designed to interact with cannabis-related datasets, offering insights and recommendations through user-configured host programs. It's primarily intended for educational and legal uses, with a focus on cleaning and presenting registry data through integrated tools.

f1-mcp-server

1

by rakeshgangwar

The Formula One MCP Server provides access to F1 data and statistics using the FastF1 Python library. It enables users to access race calendars, event information, driver details, and analyze performance through an MCP interface.

praneeths_mcp_server

1

by praneethk-ai

The Model Context Protocol (MCP) Server is a modular and scalable server designed for tasks like automated research and web scraping. It empowers developers and researchers by providing real-time insights and data extraction with ease through its versatile MCP modules.

crypto-trending-mcp

1

by kukapay

The Crypto Trending MCP Server is a tool designed to monitor and analyze trending cryptocurrencies using data from CoinGecko. It integrates seamlessly with Claude Desktop, enabling users to query cryptocurrency trends in natural language.

mcp-sequentialthinking

1

by zalab-inc

The Sequential Thinking MCP Server provides a scaffold for structured problem-solving, allowing users to break down complex issues into actionable steps. Its standout feature is the ability to dynamically adjust and refine thought processes as understanding evolves.

Documentation-MCP

1

by sagacious-satadru

The Documentation MCP Server is designed to enhance AI assistants like Claude, allowing them to search and access documentation from well-known libraries through a standardized protocol. It uses smart extraction techniques to provide contextually relevant information directly within AI conversations.

pokemon-mcp-server

1

by indroneelray

The Pokémon MCP Server is a Model Context Protocol server designed to provide data about Pokémon using the PokéAPI. It features tools for retrieving detailed information about Pokémon, their types, moves, and abilities.

PhialsBasement_Pagespeed-MCP-Server

1

by MCP-Mirror

The PageSpeed MCP Server is a Model Context Protocol server that integrates with AI assistants to provide detailed web performance analysis using Google's PageSpeed Insights API. It supports various analyses, including performance metrics, SEO, accessibility, and best practices evaluations.

Serper

1

by ihiteshsharma

The Serper MCP Server connects with the Serper API to provide detailed search capabilities across the web, images, news, videos, and location-based services. It is equipped with web scraping features and is integrated with FireCrawl for content extraction. Suitable for conducting precise and varied searches, this server optimizes information retrieval.

limesurvey-mcp

1

by edgarrmondragon

The LimeSurvey MCP Server is designed to facilitate the management of LimeSurvey surveys and responses. It is configured to work seamlessly with MCP clients and requires user configuration for instance URL, username, and password.

custom-context-mcp

1

by omer-ayhan

The Custom Context MCP Server is designed to structure and extract data from text using JSON templates. It offers tools to transform text to JSON, enabling the organization of AI-generated text into structured formats. The server is optimized for text-to-JSON transformations and supports development and debugging features like hot reloading and visual debugging.

mcpserve

1

by mark-oori

MCP Serve is a tool for effortlessly running Deep Learning models, using a simple server supporting Shell execution, Ngrok connectivity, and Docker hosting. It integrates with technologies like Anthropic and OpenAI for advanced AI operations.

akshare_mcp

1

by wukan1986

The akshare_mcp project is an MCP Server wrapping the AKShare data interface, allowing easy access to thousands of interfaces not fully offered on Github. Users need to configure the interfaces to manage resource consumption effectively.

openalex-mcp-server

1

by ResearchHub-Foundation

OpenAlex MCP Server is an open source tool designed to give AI agents structured access to global academic literature. It connects to the OpenAlex database and allows for searching and retrieving information about academic papers, authors, and institutions.

google_search_mcp_server

1

by hunter-arton

The Google Search MCP Server is a tool that facilitates real-time web and image searches through Google's Custom Search API. It enhances AI assistants by providing direct search capabilities, enabling them to fetch the latest information from the web efficiently. The project integrates seamlessly with tools like Claude to expand an assistant's functionality.

INDIAN_MEDICINE_MCP_SERVER

1

by nowitsidb

The MedicineDB API Server is a high-performance tool for accessing detailed medicine information, offering functionalities like advanced search, alternative suggestions, and composition analysis. It's designed to efficiently handle large datasets and provide accurate results.

china-weather-mcp-server

1

by DLYZZT

China Weather MCP Server is designed to provide real-time weather information for Chinese cities by using the AMap Weather API. The server features easy integration with AI assistants to deliver current weather data efficiently.

Gemini-Data-Analysis-Research-MCP-Server

1

by falahgs

Gemini Data Analysis & Research MCP Server leverages Google's AI for advanced data analysis, research generation, and automated communications. It integrates analysis, reporting, and professional email delivery, enhancing research efficiency and stakeholder engagement.

mcp-gnews

1

by algonacci

The mcp-gnews project is an MCP server that enables clients to search for related news on the internet. It requires specific configuration to function within the MCP framework.

laptou_rust-docs-mcp-server

1

by MCP-Mirror

The Rust Docs MCP Server is designed to provide access to Rust documentation from docs.rs through an MCP/server interface, catering to AI tools for searching documentation, type information, and other Rust-related data.

fujitsu-sdt-mcp

1

by 3a3

The Fujitsu Social Digital Twin MCP Server integrates Fujitsu's Digital Rehearsal API with the Model Context Protocol, providing natural language access for Large Language Models to simulate and analyze human and social behaviors digitally. Its primary features include running simulations, managing simulation data, and generating configurations from natural language.

elastic-semantic-search-mcp-server

1

by jedrazb

This project offers a Python-based MCP server designed for executing semantic searches using Elasticsearch, specifically for Search Labs blog posts. It guides users through setting up the server, configuring Elasticsearch, and integrating the service with other applications, demonstrating its functionality and integration potential.

ILBudget-mcp

1

by david-aftergut

ILBudget-mcp is an MCP server that allows users to access and interact with Israel's OpenBudget data. Utilizing a real-time link to the OpenBudget API, it provides comprehensive search capabilities, historical tracking, and detailed budget analysis. Its tools offer ease of use for extracting detailed governmental budget information.

perplexity-mcp-server

1

by cyanheads

The Perplexity MCP Server is designed to connect AI systems with the Perplexity AI API using the Model Context Protocol. It facilitates search-augmented queries and supports robust utilities for logging and error management. The project emphasizes type safety and security.

ping-mcp

1

by leomrodrigues

Ping MCP is a Model Context Protocol server designed for enhancing interactions with the Solana blockchain. It focuses on ease of integration, high performance, and secure communication, making it ideal for developers building applications that require effective blockchain connectivity.

ResearchMCP

1

by chew-z

ResearchMCP is a Model Completion Protocol service designed for internet research through Perplexity AI, enabling users to query extensive information. It features robust integration with MCP, error handling, and is highly configurable.

kevinwatt_mcp-server-searxng

1

by MCP-Mirror

The SearXNG MCP Server is an implementation that integrates with SearXNG to offer a meta search service focusing on privacy. This server offers multiple search categories and supports various languages with safe search options, ensuring privacy by not tracking or profiling users.

google-image-search-mcp

1

by Virul360

The Google Image Search MCP Server utilizes the SerpAPI to enable AI assistants to search and analyze images efficiently. It offers features for querying and downloading images, as well as analyzing the relevance of search results.

hf-trending-mcp

1

by kukapay

The HF Trending MCP Server provides tools to track and analyze trending models, datasets, and spaces on Hugging Face. It is designed to be a valuable resource for developers and AI enthusiasts by offering search functionality and trend analysis capabilities.

PubChem-MCP-Server

1

by JackKuo666

The PubChem MCP Server allows AI assistants to interface with PubChem's chemical database using the Model Context Protocol (MCP). It enables the search and retrieval of detailed chemical compound information, including molecular structures and properties, for programmatic use. This server provides a streamlined way for AI systems to leverage chemical data effectively.

optimized-memory-mcp-serverv2

1

by AgentWong

Optimized Memory MCP Server v2 is a Python-based server offering efficient memory management and integration with Claude Desktop. It features SQLite-based storage, supports MCP patterns, and provides robust error handling and resource management.

olostep-mcp-server

1

by olostep

Olostep MCP Server is a Model Context Protocol server designed for web scraping and content extraction. It provides features like Google search results extraction, URL discovery, and geo-targeted content routing. The server focuses on detailed error handling and easy configuration using an API key from Olostep.

mcp-google-books

1

by juanbeniteza

MCP Google Books is a server that interfaces with the Google Books API to provide book information. It is intended for use in environments that support the MCP protocol, offering search functionalities by book title and author, and returning detailed book data.

cortellis-mcp-server

1

by uh-joan

The Cortellis MCP Server allows users to search for drugs and explore ontology terms within the Cortellis database. It features direct access to drug and deal development status, taxonomy exploration, and financial analysis using a structured JSON format. The server can be run in different modes, including as an MCP or HTTP server.

mcp-searxng

1

by erhwenkuo

mcp-searxng is an MCP Server enabling AI agents to perform searches using multiple search engines via SearXNG. It integrates with markdownify to extract web content as Markdown, enhancing the agents' data retrieval capabilities.

kagimcp-go

1

by mgomes

The Kagi MCP Server facilitates web search and summarization by integrating with Kagi's APIs, serving as a tool for Large Language Models. It supports privacy-centric search and provides options for API key management and various transport modes.

stock-market-mcp-server

1

by pedrorfdez

This project is a Model Context Protocol (MCP) Server designed for handling stock market data, enabling retrieval, processing, and analysis of market information through API endpoints.

dataforseo-mcp-server

1

by Dipankershah

The SEO Tools MCP Server is designed to integrate Large Language Models with SEO APIs, providing functionalities such as SEO analysis and keyword research through natural interactions. It supports DataForSEO and Local Falcon, offering an extensible architecture for additional integrations.

chainlink-feeds-mcp

1

by kukapay

The Chainlink Feeds MCP Server provides real-time access to Chainlink's decentralized price feeds, optimized for AI integration. It supports multiple blockchain networks and allows configuration of feeds through a JSON file.

arxiv-mcp-server

1

by prashalruchiranga

The arXiv MCP Server provides a natural language interface to interact with the arXiv API, allowing users to search, retrieve, and download scholarly articles. It offers features for integrating with large language models by loading retrieved articles into context.

mcp-congress_gov_server

1

by bsmi021

The Congress.gov API MCP Server enables seamless access to U.S. legislative data through a standardized interface. It bridges the gap for AI assistants and development tools by providing structured access to querying legislative entities and performing complex operations with the Congress.gov API.

mcp-webresearch

1

by pinkpixel-dev

The MCP Web Research Server is an MCP server focusing on web research capabilities by integrating with Google search and Claude. It facilitates research session tracking and webpage content extraction. It is designed for real-time information sourcing and thorough web research.

external-mcp

1

by recallnet

Recall Data Omnifeeds is a Model Context Protocol (MCP) server that integrates data from Twitter, Substack, and CoinGecko. It allows AI models to interact with various data feeds through a unified interface, providing features like data retrieval, search, and direct messaging.