Research And_data MCP Servers

mcp_server_my_lark_doc

2

by T0UGH

MCP Server My Lark Doc is a server application that facilitates the search and retrieval of documents from the Lark platform. It supports various document types and features robust authentication and error handling mechanisms, making it a valuable tool for integrating Lark documents with other systems.

rootdata-mcp-server

2

by jincai

RootData MCP Server is designed to integrate with the RootData API, providing valuable cryptocurrency and blockchain data through the Model Context Protocol (MCP). It enables AI assistants to directly query project and institutional information for enhanced data retrieval.

MCP-DOC-Server-OpenRouter

2

by xinlei413

The docs-mcp-server is a Model Context Protocol server designed to retrieve and search documentation for software libraries and packages by scraping content from various online sources. It features intelligent content processing, efficient storage, and hybrid search capabilities, facilitating quick and relevant documentation retrieval.

mcp-JapaneseTextAnalyzer

2

by Mistizz

The Japanese Text Analyzer MCP Server performs morphological analysis of Japanese text, providing linguistic feedback to aid text generation. It counts characters and words, analyzes language features, and accommodates various file path configurations.

onos-mcp-server

2

by davidlin2k

ONOS MCP Server is a Model Context Protocol server that enhances network control through the ONOS SDN controller by offering comprehensive analytics and structured API access. It's ideal for network operations, research, and AI-assisted management tasks.

medRxiv-MCP-Server

2

by JackKuo666

The medRxiv MCP Server enables AI assistants to interact with medRxiv's repository of health science preprints using the Model Context Protocol. It provides tools for searching, retrieving, and analyzing scientific papers, supporting research and analysis in the health sciences domain.

qualis-mcp-server

2

by yanjustino

QualisMcp is a project designed to enhance data exchange and communication regarding academic event classifications by utilizing the Model Context Protocol (MCP). It allows for efficient retrieval and management of event data, with features like event lookup and Docker-based deployment.

patsnap-mcp

2

by KunihiroS

The PatSnap MCP Server is a specialized server that interfaces with PatSnap's API to provide insights and trend analysis on patent information. It offers tools for analyzing patent trends, generating word clouds, and identifying key information in the patent landscape, making it valuable for research and strategic decision-making.

tavily-search-mcp-server

2

by apappascs

Tavily Search MCP Server is designed to enhance search capabilities for large language models by utilizing the Tavily Search API, offering features like domain filtering and content extraction. It supports integration with Claude Desktop and offers flexible deployment options through NPM or Docker.

Crossref-MCP-Server

2

by JackKuo666

The Crossref MCP Server enables AI assistants to access and search Crossref's academic paper metadata using the Model Context Protocol (MCP). It supports searching by various parameters and retrieving detailed metadata, journals, and funder information programmatically. The project is built for seamless integration with AI models.

nps_mcp

2

by amysatterlee

The project is an MCP Server designed to interact with National Park Services data, allowing users to obtain lists of national parks by state and retrieve details about specific parks using the NPS API. It integrates with Claude Desktop for enhanced usability.

windtools-mcp

2

by ZahidGalea

WindTools MCP Server is designed to enhance semantic code retrieval and indexing for the WindTools code assistant using cutting-edge technologies like ChromaDB and sentence transformers. The server supports efficient resource initialization and persistent storage, making it ideal for exploring and searching codebases.

OpenDeepSearch

2

by tositon

OpenDeepSearch is a research tool designed to perform in-depth analysis on complex topics by integrating structured search methodologies. It supports MCP client integration, providing detailed reports with citations using the Brave Search API. This tool is open-source and inspired by Perplexity Deep Research.

mcp-server

2

by shuididata

Enterprise Query MCP provides an extensive data querying service for business entities, offering tools for deep insights into shareholder networks, risks, and more. It supports decision-making with its broad access to data and visualization capabilities, available both on cloud and local installations.

jellyfish-mcp

2

by Jellyfish-AI

Jellyfish-MCP is a Model Context Protocol server designed to facilitate interaction with Jellyfish's API. It allows for natural language queries regarding engineering metrics and team data, and is compatible with tools like VSCode and Claude Desktop. The server includes various tools for data retrieval and analysis, enhancing productivity and insights.

mcp-server-firecrawl

2

by Msparihar

Firecrawl MCP Server is a tool for extracting, searching, and crawling web data using the Firecrawl API. It offers features such as web scraping, site mapping, and data extraction, with a focus on customization and security.

xrpl-mcp-service

2

by tedlikeskix

The XRPL MCP Service is an MCP server that facilitates interaction with the XRP Ledger. It provides standardized endpoints for AI models to access account information, decentralized exchange features, NFT operations, and more. It also includes future plans for advanced trading and additional NFT functionalities.

mcp_pride_archive_search

2

by PRIDE-Archive

The MCP PRIDE Archive Search Server is an MCP-compliant API server designed for interaction with proteomics datasets. It facilitates AI models in performing structured searches within the PRIDE Archive, supporting various connection modes and integration with major LLMs.

mcp-audiense-di-linkedin

2

by AudienseCo

The LinkedIn DI MCP Server allows MCP-compatible clients like Claude to interact with LinkedIn's Digital Intelligence services. It provides extensive functionality for report creation and analysis directly within LinkedIn, utilizing secure authentication through Auth0.

mixelpixx_GoogleSearch_McpServer

2

by MCP-Mirror

The Google Search MCP Server provides tools for executing Google searches and analyzing webpage content, enabling AI models to interact programmatically with Google's search engine and analyze information from various websites.

mcp-rag-search-server

2

by KunjShah01

This project is a custom Model Calling Protocol (MCP) server providing RAG capabilities and multiple web search tools. It integrates Google's Gemini 2.0 for AI-powered searches and Linkup for traditional search methods.

GROK_MCP

2

by 8bitsats

The Grok AI MCP Server is a Node.js server integrated with the xAI Grok API, providing AI-driven analysis tools for the Solana blockchain. It supports transaction and address analysis, image processing, and general queries, with a focus on scalability and easy integration via MCP over standard I/O.

prometheus-mcp-server

2

by weetime

The prometheus-mcp-server is a TypeScript-based Model Context Protocol server designed to enable interaction with Prometheus metrics and data. It facilitates integration with Claude using various PromQL queries and provides essential functions for metadata access and status monitoring.

elections-canada-mcp-server

2

by ThreeFortyThree-Canada

The Elections Canada MCP Server offers comprehensive access to Canadian federal election data, supporting current and upcoming election results with future expansions planned. It integrates with tools like Claude Desktop for query and analysis of election outcomes and projections.

zillow-mcp-server

2

by sap156

The Zillow MCP Server is a Model Context Protocol server that delivers real-time Zillow real estate data access. It provides tools for property searching, detailed information retrieval, market trends analysis, and mortgage calculations using the Zillow API and is built using FastMCP and Python.

uniswap-poolspy-mcp

2

by kukapay

Uniswap PoolSpy is an MCP server designed to monitor newly formed liquidity pools on Uniswap across various blockchain networks, providing data for DeFi analysts and developers. It offers sorting and querying functionalities to meet diverse user needs.

knmi-mcp

2

by wolkwork

KNMI Weather MCP is a FastMCP server delivering real-time weather data from KNMI weather stations throughout the Netherlands. It features automatic location detection, real-time weather metrics, and natural language interpretations.

mcp-google-scholar-dev

2

by renoscriptdev

The Google Search MCP Server is designed to provide Google Custom Search capabilities via a Model Context Protocol server, facilitating seamless integration with other applications like Claude Desktop.

agoda-review-mcp

2

by birariro

The agoda-review-mcp project is a Model Context Protocol server that allows Large Language Models to retrieve and analyze hotel reviews from Agoda. It helps users make informed decisions by aggregating positive and negative feedback.

nabchan-mcp-server

2

by backpaper0

The nabchan-mcp-server is an MCP server that offers capabilities to retrieve and search documentation related to Nablarch. It utilizes advanced indexing and search technologies such as DuckDB and Lindera to provide efficient document access and querying.

mcp-server-sparql

2

by ekzhu

MCP Server SPARQL is a server application that allows users to execute SPARQL queries against configured endpoints, such as the Wikidata SPARQL endpoint. It facilitates interaction with SPARQL endpoints and returns results in JSON format.

mcp-censys

2

by nickpending

mcp-censys is an MCP server that leverages the Censys Search API for conducting real-time reconnaissance on domains and IP addresses. It features enhanced MCP Prompt Templates for structured query analysis. Designed for integration with Claude Desktop, it offers conversational querying capabilities.

mcp_weather

2

by xuezhijian

Weather MCP Server offers a protocol server that enables obtaining 24-hour weather forecasts and city data using location information. It is installable via different methods including pip and supports integration with systems like Claude and Zed.

MCP-CSV-Analysis-with-Gemini-AI

2

by falahgs

MCP CSV Analysis with Gemini AI is a robust MCP server designed for advanced CSV data analysis and thinking generation using Gemini AI. It offers integration with Claude Desktop and provides tools for data visualization and natural language processing.

tizee_mcp-server-ietf

2

by MCP-Mirror

This project is an MCP server designed for fetching and enabling access to IETF RFC documents for Large Language Models. It includes features like document searching, downloading, and metadata extraction.

AER-MCP

2

by SepineTam

AER-MCP is a Model Context Protocol server aimed at facilitating searches for papers from the American Economic Association using Language Learning Models. It is currently under development and inspired by existing solutions like the arxiv-mcp-server.

linkedin-osint-mcp

2

by djackreuter

LinkedIn OSINT-MCP uses Serper to gather employee information from LinkedIn via Google searches. The tool supports customizable search queries and integration with MCP clients.

shodan-mcp-server

2

by Cyreslab-AI

The Shodan MCP Server is designed to provide AI assistants access to Shodan API functionalities, enabling them to query details about internet-connected devices and services. It includes features like host information lookup, network scanning, and IoT device searches.

mcp-vegalite-server

2

by markomitranic

The Data Visualization MCP Server allows users to save and visualize data using the Vega-Lite specification. It offers tools for managing data and generating visual data representations, suitable for seamless integration with Claude Desktop and Docker.

brlaw_mcp_server

2

by pdmtt

The Brazilian Law Research MCP Server is designed to facilitate agent-driven research on Brazilian law, offering tools to research legal precedents. It is aimed at non-developers such as lawyers and law students, focuses on the specific legal traditions of Brazil, and uses English for development-related content.

mcp-wolfram-alpha

1

by cnosuke

The MCP Wolfram Alpha Server is a tool designed to enhance the computational capabilities of large language models by integrating with the Wolfram Alpha API. It ensures high-precision calculations, reduces the computational burden on the models, and optimizes token usage during tasks requiring numerical computation.

npmjs-mcp-server

1

by yiannis-spyridakis

The NPMJS Model Context Protocol Server is a TypeScript-based server that provides structured npm package information in a simple JSON format. It facilitates interactions with npm packages through standardized tools and prompts, suitable for consumption by AI development tools.

pbs-mcp-server

1

by matthewdcage

The Pharmaceutical Benefits Scheme (PBS) MCP AI Enabled API Server is a standalone server that allows AI models to interact with the PBS API to access important pharmaceutical data, enhancing healthcare workflows. It features robust error handling, varying transport support, and seamless integration with AI systems for efficient data retrieval and usage.

dune-mcp-server

1

by ekailabs

Dune Analytics MCP Server is a Model Context Protocol server that facilitates the integration of Dune Analytics data with AI agents. It offers tools to access DEX metrics and statistics on different blockchains with results formatted in JSON for easy processing.

mcp-confluence-server

1

by masna-ai

The Confluence MCP Server is a tool for connecting and allowing AI models to interact with Confluence Data Center through a REST API. It includes various features to manage Confluence content, such as searching, retrieving, creating, updating, and deleting pages.

claude-pytorch-treehugger

1

by izaitsevfb

The PyTorch HUD API with MCP Support is a Python library and MCP server designed to interface with the PyTorch HUD API. It enables access to CI/CD data, job logs, and analytics, offering tools for detailed analysis and resource utilization metrics. The functionality includes data access, log analysis, and integration with ClickHouse for data querying.

repo-analyzer-mcp

1

by DocNR

The Repository Analyzer MCP Server offers tools for comprehensive analysis of code repositories, particularly focusing on Nostr-related projects, including NDK and Nostr Protocol implementations. It features capabilities such as pattern matching, git history access, and file content exploration.

analytical-mcp

1

by quanticsoul4772

The Analytical MCP Server is a specialized platform that supports advanced analytical, research, and NLP tasks with tools for data analysis and natural language understanding. It utilizes the Exa API for enhanced capabilities like entity recognition and sentiment analysis.

mcp-DEEPwebresearch

1

by PedroDnT

The MCP Deep Web Research Server is a powerful tool for conducting advanced web research, leveraging Model Context Protocol (MCP) to integrate with Claude Desktop. Its standout features include intelligent search queuing, enhanced content extraction methods, and seamless Google search integration.

NOAA-TidesAndCurrents-MCP

1

by RyanCardin15

LocalTides MCP Server is a tool that integrates with the NOAA Tides and Currents API, providing features like real-time water level data, tide predictions, and meteorological data. It uses the FastMCP framework for enhanced processing and accessibility.

PubTator-MCP-Server

1

by BioMCP-Hub

The PubTator MCP Server provides AI systems with access to biomedical literature annotations and relationship mining through the Model Context Protocol. Key features include literature search, entity annotation exports, and relationship discovery, all aimed at enhancing data access for scientific research.

catalysishub-mcp-server

1

by QuentinCody

Catalysis Hub MCP Server is an interface for the Catalysis Hub's GraphQL API, providing programmatic access to comprehensive catalysis research data. It supports flexible queries and complies with the Model Context Protocol for AI-agent interoperability.

weather-mcp-server

1

by szypetike

The Weather MCP Server is a Model Context Protocol server designed to provide comprehensive weather information globally. It offers flexibility by working with real-time data using an API key or mock data for development or testing purposes. Key features include temperature, humidity, and wind data retrieval, with automatic fallback to mock data if needed.

Shodan-MCP-Server-Inspector

1

by X3r0K

Shodan MCP Server provides a standardized interface to access Shodan's comprehensive internet scanning and reconnaissance capabilities. It offers tools for searching databases, resolving DNS information, and retrieving detailed vulnerability data using the Model Context Protocol.

aqicn-mcp

1

by mattmarcin

The AQICN MCP Server provides tools to access real-time air quality data from the World Air Quality Index project. It supports data retrieval by city, coordinates, or through station keyword searches, making it useful for various integrations and developments.

geo-mcp-server

1

by NodeGIS

@zealgeo/mcp-geo-server is a geographic processing tool server based on the Model Context Protocol (MCP). It provides functionalities for converting between various coordinate systems and performing spatial calculations such as distance and area measurements. It supports popular map coordinate systems including BD09, GCJ02, WGS84, and Web Mercator.

boamp-server

1

by stefw

This project is an MCP server for accessing the BOAMP API, facilitating searches and detailed retrievals of public market notices. It supports various search criteria and can be integrated into Claude Desktop for enhanced accessibility.

crossref-mcp

1

by botanicastudios

The Crossref MCP Server is designed to facilitate interactions with the Crossref API, enabling searches by title, author, and DOI. It provides a structured JSON response format and includes tools for testing various scenarios including successful responses and error handling.

nysse-mcp-server

1

by tlaukkanen

Tampere Bus MCP Server is a Model Context Protocol server that enables AI assistants to interact with the public transport system in Tampere. It offers capabilities like searching for bus stops and retrieving real-time bus arrival information.

Streamlit-as-an-MCP-Host

1

by codingaslu

The Wikipedia Summarizer MCP Server is a platform that fetches and summarizes Wikipedia articles using Ollama LLM models. It includes a server, a command-line client, and a user-friendly Streamlit web interface for easy interaction.