Research And_data MCP Servers

Unconventional-thinking

16

by stagsz

The Unreasonable Thinking Server is a TypeScript-based MCP server designed to facilitate unconventional problem-solving by generating unconventional thoughts, creating branches of thinking, and tracking thoughts. It aims to break conventional boundaries in problem-solving.

mcp-wolframalpha

16

by akalaric

This project is an MCP server designed to connect chat applications with the Wolfram Alpha API, enabling advanced computational and query capabilities. It features a modular architecture, multi-client support, and an example client using LangChain for real-time interactions.

mcp-wolframalpha

16

by ricocf

The project provides a Model Context Protocol server to integrate Wolfram Alpha's functionalities into chat applications for enhanced computational queries and real-time interaction. It includes support for multiple clients and a user-friendly interface using Gradio.

aio-mcp

16

by athapong

The AIO-MCP Server implements the Model Context Protocol (MCP) providing integration with various platforms like GitLab, Jira, and Confluence. It offers AI-driven search and operational tools to streamline and enhance development workflows. Notable features include its dual communication modes and comprehensive tool integrations.

mcp-semantic-scholar-server

15

by benhaotang

This project is a Semantic Scholar API server built using the mcp-python-sdk. It allows for enhanced API usage and seamless integration with AI pre-research agents. Users can set API keys for higher rate limits and resolve known logging issues without affecting functionality.

mcp-wikidata

15

by zzaebok

The Wikidata MCP Server is a tool for interfacing with the Wikidata API using the Model Context Protocol, enabling operations like searching for identifiers and executing SPARQL queries. It provides a range of tools for retrieving and managing metadata related to Wikidata entities and properties.

mcp-server-searxng

15

by kevinwatt

The SearXNG MCP Server integrates with SearXNG to provide a privacy-focused meta search service. It offers features like multi-engine search results, user privacy protection, and support for diverse search categories and languages.

powerplatform-mcp

15

by michsob

The PowerPlatform MCP Server is a tool for accessing PowerPlatform and Dataverse entities and records, providing features like metadata exploration, AI-assisted query building, and comprehensive relationship mapping for advanced data modeling.

moondream-mcp

14

by NightTrek

Moondream MCP Server is a Model Context Protocol server designed to enhance image processing capabilities with the Moondream vision model. The server provides features like image captioning, object detection, and visual question answering, integrating seamlessly with AI assistants. It is designed for efficient performance and easy setup.

groq-mcp-server

13

by groq

The Groq MCP Server offers a powerful framework to query models for direct use in applications like image analysis, text-to-speech conversion, and batch processing. It integrates with Claude Desktop and supports rapid deployment with other MCP clients.

patronus-mcp-server

13

by patronus-ai

Patronus MCP Server is a standardized server designed to optimize and evaluate LLM systems using the Patronus SDK. It offers features like configurable evaluators for single and batch evaluations, and the capability to run experiments with datasets.

mcp-ossinsight

13

by damonxue

OSSInsight MCP Server provides data analysis and insights for GitHub content, leveraging both API and web scraping to ensure comprehensive coverage. Features include repository, developer, and organization analysis, as well as natural language queries and project comparisons. It is widely accessible through Docker and NPX configurations.

bio-mcp

13

by acashmoney

BioMCP is a server designed to enhance language models with protein structure analysis tools, allowing for active site analysis and disease-related protein searches. It aims to connect language models to protein databases, improving research and development in biomedical fields.

ton-blockchain-mcp

13

by devonmojito

The TON BLOCKCHAIN MCP is a server enabling natural language interaction with the TON blockchain. It offers features like trading analysis, detection of hot trends, and real-time data access. It is in beta and users should be cautious regarding data accuracy.

mcp-webresearch

13

by chuanmingliu

The MCP Web Research Server is an MCP server designed to streamline web research by integrating real-time Google search and webpage extraction capabilities into Claude. It supports features like research session tracking and screenshot capturing.

kolada-mcp

12

by aerugo

Kolada MCP Server facilitates integration between LLMs and the Kolada database, offering structured access to statistical data for Swedish municipalities. It supports semantic search and data-driven analysis to help users interpret and compare a variety of KPIs effectively.

bocha-search-mcp

12

by BochaAI

Bocha is a cutting-edge search engine designed for AI applications, offering access to web and structured content across multiple domains. With advanced semantic capabilities, it facilitates precise and high-quality search results tailored for AI needs.

opencti-mcp

12

by Spathodea-Network

OpenCTI MCP Server serves as a bridge for integrating Open Cyber Threat Intelligence with various systems via the MCP protocol. It supports comprehensive threat data querying and management, ensuring seamless access to critical intelligence information.

MCPDocSearch

12

by alizdavoodi

The Documentation Crawler & MCP Server project provides a comprehensive toolset to crawl websites, generate Markdown documentation, and enable semantic search using a Model Context Protocol (MCP) server. It integrates seamlessly with tools like Cursor, offering robust management and query capabilities for documentation content.

mcp-terragrunt-docs

12

by Excoriate

The Terragrunt Docs Provider is an MCP server developed using Deno and TypeScript, focused on providing detailed documentation and GitHub issue tracking for Terragrunt users. It aims to enhance the accuracy of AI-assisted autocompletion for Infrastructure as Code (IaC) configurations.

semanticscholar-MCP-Server

11

by JackKuo666

The Semantic Scholar MCP Server project provides a Model Context Protocol server to facilitate interactions with the Semantic Scholar API. The server aids in searching academic papers, retrieving detailed information on papers and authors, and collecting citations and references.

AACT_MCP

11

by navisbio

The AACT Clinical Trials MCP Server is an implementation that allows access to the AACT database, facilitating AI-driven queries on clinical trial data from ClinicalTrials.gov. It uses the FastMCP framework to offer tools and resources for database interaction and analysis.

zotero-mcp-server

11

by swairshah

The Zotero MCP Server allows users to programmatically access and manage their Zotero library. It provides features like paper searching, note management, and paper summaries, and can be integrated with various MCP clients.

mcp-jobs

11

by mergedao

mcp-jobs is a job aggregation service utilizing the MCP architecture, providing structured job data from popular recruitment platforms for large model processing. It supports flexible job searches and real-time data updates.

bioRxiv-MCP-Server

11

by JackKuo666

The bioRxiv MCP Server allows AI assistants to interface with the bioRxiv repository to search, access, and analyze biological papers effectively. It provides tools for searching papers and accessing metadata, facilitating advanced research in biological sciences.

budgetkey-mcp

11

by OpenBudget

The OpenBudget MCP Server is a Model Context Protocol server that interfaces with Israel's OpenBudget data, providing comprehensive access to governmental budget datasets. It features real-time integration with the OpenBudget API and offers tools for searching and querying budget information.

AppInsightMCP

11

by JiantaoFu

App Market Intelligence MCP is a server that delivers market intelligence by analyzing the Apple App Store and Google Play Store. It provides various insights such as app details, trends, and user feedback, facilitating a comprehensive understanding of the mobile app marketplace.

imagesorcery-mcp

11

by sunriseapps

ImageSorcery MCP is a tool that enhances AI assistants by providing advanced image processing capabilities. It allows for tasks such as object detection, text extraction, and image manipulation, using cutting-edge models and tools. The platform integrates with AI to handle image-related tasks through a structured protocol.

promptql-mcp

11

by hasura

PromptQL MCP Server enables integration between Hasura's PromptQL and AI assistants via the Model Context Protocol, offering natural language data querying and secure data analysis. It is designed for simple integration with applications like Claude Desktop and MCP-compatible clients.

BigGo-MCP-Server

11

by Funmula-Corp

BigGo MCP Server leverages BigGo's API to provide product discovery, price history tracking, and specification search across multiple e-commerce platforms. It supports both stdio and SSE transports and requires BigGo certification for full functionality.

DeepResearchMCP

11

by ameeralns

DeepResearch MCP is a research assistant leveraging the Model Context Protocol to provide intelligent and structured research processes. It offers features like scholarly report generation, bibliography creation, and error resilience, making it a versatile tool for conducting in-depth analysis.

earthdata-mcp-server

11

by datalayer

The Earthdata MCP Server is a Model Context Protocol server designed to facilitate interaction with NASA Earth Data, providing tools for efficient dataset discovery and retrieval for geospatial analysis. It offers functionalities to search and retrieve datasets and data granules, assisting in geospatial data analysis.

searxng-mcp

11

by tisDDM

The SearXNG MCP Server is designed to allow AI assistants to perform web searches using the privacy-focused SearXNG metasearch engine. It offers easy setup, supports private and public instances, and is suitable for integrating into various AI development environments.

mcp-server-legifrance

10

by pylegifrance

MCP Server Legifrance is an experimental server that provides access to French legal resources via a Model Context Protocol, facilitating interactions with Legifrance in Large Language Models like Claude. It enhances legal research by providing real-time access to legal data and structured search capabilities.

DeepLucid3D-MCP

10

by MushroomFleet

DeepLucid3D UCPF Server implements the Unified Cognitive Processing Framework as an MCP server, enhancing AI capabilities in cognitive analysis, creative problem-solving, and structured thinking. It offers tools for cognitive state assessment, knowledge dimension mapping, and creative perspective generation.

google-ads-mcp-server

10

by bjorndavidhansen

The Google Ads MCP Server is a Model Context Protocol server that facilitates the integration of Google Ads data into the Claude Desktop platform. It provides tools for managing campaigns, keywords, and budgets with enhanced visualization and automated insights features. This server supports multi-environment configurations and offers containerized deployment options.

mcp-server-ollama-deep-researcher

10

by Cam10001110101

The Ollama Deep Researcher is an MCP server that aids AI in performing deep research on topics using local LLMs via Ollama. It is designed for comprehensive research workflows, providing tools for generating and refining summaries based on web searches.

linkedin-mcp

10

by rugvedp

The LinkedIn Profile Analyzer MCP is a server that interacts with LinkedIn's API to analyze LinkedIn post data, and integrates with Claude AI. It provides various features such as post fetching, keyword searching, and engagement analysis.

arxiv-latex-mcp

10

by takashiishida

The arxiv-latex MCP Server enables direct access to arXiv papers' LaTeX source through MCP clients. This approach enhances the understanding of mathematical content, crucial for precise interpretation in technical fields.

clarity-mcp-server

10

by microsoft

The project is a Model Context Protocol server for Microsoft Clarity's data export API, facilitating analytics data retrieval through MCP clients. It features filtering by dimensions and integration with tools like Claude for Desktop, while ensuring ease of setup and use.

deep-research-mcp

10

by pinkpixel-dev

The Deep Research MCP Server is a compliant server designed for intricate web research. It uses advanced APIs to gather and structure vast information into JSON, making it ideal for creating markdown documents through Large Language Models. It is configurable for integration into various AI systems.

cfbd-mcp-server

10

by lenwood

The College Football Data MCP Server provides a robust solution for accessing a wide range of college football statistics through an MCP server implementation. It is designed for integration with AI applications, enabling natural language queries for detailed game and player data. The system is tailored for use within Claude Desktop, offering seamless access to comprehensive football analytics.

pubmed_search

10

by wavelovey

The pubmed_search MCP server allows users to search PubMed through a Model Context Protocol, providing note storage, summarization tools, and integration options. It includes components for managing and summarizing notes and requires specific configurations for deployment.

semrush-mcp

10

by mrkooblu

Semrush MCP Server is a Model Context Protocol server designed to interface with Semrush API data, offering tools for domain and keyword analytics as well as backlink and traffic data analysis. It requires a Semrush API key for operation and is configured to prevent unauthorized access to your API units.

brave-search-mcp

10

by mikechao

The Brave Search MCP Server is a third-party implementation that integrates the Brave Search API, allowing users to conduct various types of searches such as web, image, news, video, and local searches through an MCP Server interface. This server supports developers with tools and configurations suitable for platforms like Claude Desktop and LibreChat.

valtown-mcp-server

9

by PrashamTrivedi

The ValTown MCP Server enables interaction between AI assistants and the ValTown environment, supporting various MCP clients with cross-platform capabilities. It provides flexible installation options, including pre-built binaries and direct Deno execution.

firstcycling-mcp

9

by r-huijts

The FirstCycling MCP Server provides comprehensive data on professional cycling, enabling users to retrieve detailed information about cyclists, races, and historical cycling data. It is designed for use in analysis, journalism, and education, offering extensive tools and features for accessing cycling data.

omcp

9

by fastomop

OMCP is a server for the OMOP Common Data Model, facilitating AI-driven queries and analysis of healthcare data in a standardized format. It's part of the Model Context Protocol ecosystem, enhancing data interoperability and analysis in medical research.

opentk-mcp

9

by r-huijts

The OpenTK MCP server allows AI models to access and analyze Dutch parliamentary data through a standardized interface, bridgeing it with large language models. It offers a sophisticated search functionality and relies on Bert Hubert's tkconv service for its data.

mcp-victorialogs

9

by VictoriaMetrics-Community

VictoriaLogs MCP Server is a Model Context Protocol server designed to facilitate the integration and utilization of VictoriaLogs instances. It offers extensive support for querying and analyzing logs, as well as seamless interaction with VictoriaLogs APIs.

deep-research-mcp

9

by Hajime-Y

Deep Research is an advanced research tool operating as an MCP server, leveraging agent-based interactions for effective web search and data analysis. It supports various data analysis tasks through integration with services like OpenAI and HuggingFace.

quantum-simulator-mcp

9

by YuChenSSR

The Quantum Simulator MCP Server provides a Docker image that enables quantum circuit simulation with support for various noise models and result types. It integrates with MCP clients, such as Claude for Desktop, offering tools to execute and analyze quantum circuits and visualize results.

cal-mcp

9

by pwh-pwh

Cal Server is a lightweight and efficient mathematical expression calculation service developed using the FastMCP framework. It supports basic operations and utilizes Bun's runtime for execution. Key features include expression parsing with the expr-eval library and standard input-output interaction.

focus_mcp_data

9

by FocusSearch

The FOCUS DATA MCP Server allows AI assistants to perform natural language queries on DataFocus data, providing seamless data access and manipulation. It features tools for listing tables, initializing dialogues, and querying data, all in an easy-to-use setting.

webscraping-ai-mcp-server

9

by webscraping-ai

WebScraping.AI MCP Server is designed to facilitate web data extraction, offering tools for structured, plain text, and HTML content retrieval with advanced features like JavaScript rendering and device emulation. It integrates seamlessly with Model Context Protocol (MCP) enabled platforms to enhance automated data extraction processes.

mcp-server-dumplingai

9

by Dumpling-AI

The Dumpling AI MCP Server is a comprehensive Model Context Protocol server integrated with Dumpling AI to provide robust capabilities in data scraping, AI interaction, and secure code execution. It features extensive API integrations and tools for seamless data and content processing.

mcp-server-dagster

9

by kyryl-opens-ml

The mcp-dagster project is a Model Context Protocol (MCP) server facilitating interactions between AI agents and Dagster data orchestration platforms. It allows for exploration and management of data pipelines and assets, enhancing the integration of LLMs with data workflows.

nyt

9

by angheljf

This MCP server helps users search New York Times articles from the past 30 days using a keyword. It showcases MCP principles by integrating with the NYTimes API and providing article search capabilities.

mcp-audiense-insights

9

by AudienseCo

Audiense Insights MCP Server allows clients like Claude to access and analyze marketing insights from Audiense, providing detailed demographic, cultural, influencer, and content engagement analysis.

mcp-tavily-search

9

by spences10

The mcp-tavily-search is a Model Context Protocol server that integrates Tavily's search API for intelligent web search capabilities, designed for high-quality and factual results. It's optimized for RAG applications and includes features like domain filtering, response caching, and multiple response formats.