MCP Servers for Research & Data

Tools and integrations for collecting, analyzing, and managing research-focused data. Includes features to process structured and unstructured datasets.

View all MCP Servers

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    Provides large language models with access to news and information about renewable energy projects in Germany, allowing filtering by location, topic (solar, wind, hydrogen), and date range.
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    Apache 2.0
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    Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
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    MIT License
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    Integrates MATLAB with AI to execute code, generate scripts from natural language, and access MATLAB documentation seamlessly.
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    Apache 2.0
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    An API server that implements the Model Completion Protocol (MCP) for Cryo blockchain data extraction, allowing users to query Ethereum blockchain data through any MCP-compatible client.
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    MIT License
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    A Model Context Protocol server that interfaces with Biomart databases, allowing models to discover biological datasets, explore attributes/filters, retrieve biological data, and translate between different biological identifiers.
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    MIT License
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    This is an MCP (Model Context Protocol) server that provides tools for interacting with the NOAA Tides and Currents API.
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    MIT License
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    A Model Context Protocol server that provides language models with access to Strava API data, allowing them to query and analyze athlete activities from Strava.
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    MIT License
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    Enables interaction with Federal Election Commission data via the OpenFEC API, providing access to campaign finance information such as candidates, committees, contributions, and expenditures through the Model Context Protocol.
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    BSD 3-Clause
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    This server facilitates structured problem-solving by breaking down complex issues into sequential steps, supporting revisions, and enabling multiple solution paths through full MCP integration.
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    MIT License
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    Provides intelligent summarization capabilities through a clean, extensible architecture. Mainly built for solving AI agents issues on big repositories, where large files can eat up the context window.
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    TypeScript
    MIT License
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    The server functions as an MCP server to interact with Notion for retrieving and creating survey data, integrating with the Claude Desktop Client for conducting and reviewing surveys.
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    Apache 2.0
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    Provides intelligent transcript processing capabilities for Claude, featuring natural formatting, contextual repair, and smart summarization powered by Deep Thinking LLMs.
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    MIT License
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    Enables Claude to query comprehensive geologic data from the Macrostrat API, including geologic units, columns, minerals, and timescales through natural language.
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    MIT License
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    A Model Context Protocol server that provides tools for analyzing text documents, including counting words and characters. This server helps LLMs perform text analysis tasks by exposing simple document statistics functionality.
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    Apache 2.0
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    Provides AI models with structured access to Trino's distributed SQL query engine, enabling LLMs to directly query and analyze data stored in Trino databases.
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    MIT License
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    AoT MCP server enables AI models to solve complex reasoning problems by decomposing them into independent, reusable atomic units of thought, featuring a powerful decomposition-contraction mechanism that allows for deep exploration of problem spaces while maintaining high confidence in conclusions.
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    MIT License
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    An MCP server that provides access to government datasets from Data.gov, enabling users to search packages, view dataset details, list groups and tags, and access resources by URL.
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    MIT License
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    Enables AI assistants to access protein information directly from UniProt, allowing retrieval of protein names, functions, sequences, and organism data by accession number.
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    MIT License
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    An MCP server that provides access to PubMed articles through the Entrez API.
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    MIT License
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    Connect to your Mixpanel data. Query events, retention, and funnel data from Mixpanel analytics.
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    MIT License
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    Enables analysis of claims, validation of sources, and detection of manipulation using multiple epistemological frameworks to ensure credible and ethical information.
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    MIT License
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    A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface.
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    MIT License
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    This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama Deep Researcher. It provides the deep research capabilities as MCP tools that can be used within the model context protocol ecosystem, allowing AI assistants to perform in-depth research on topics (locally) via Ollama
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    MIT License
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    A Model Context Protocol server that provides access to the DBLP computer science bibliography database, allowing AI models to search publications, process citations, and generate accurate BibTeX entries.
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    MIT License
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    Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating the search and retrieval of cryptographic research papers and metadata via a secure interface.
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    MIT License
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    A Model Context Protocol (MCP) server implementation that provides database interaction and business intelligence capabilities through SQLite. This server enables running SQL queries, analyzing business data, and automatically generating business insight memos.
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    MIT License
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    An MCP server implementation that enables interaction with the Unstructured API, providing tools to list, create, update, and manage sources, destinations, and workflows.
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    Enables interaction with the Hugging Face Dataset Viewer API, allowing users to browse, search, filter, and analyze datasets hosted on the Hugging Face Hub.
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    MIT License
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    Enables AI assistants to search and access arXiv research papers through a simple Message Control Protocol interface, allowing for paper search, download, listing, and reading capabilities.
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    Apache 2.0
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    Provides LLM Agents with AI-powered mentorship for code review, design critique, writing feedback, and brainstorming using the Deepseek API, enabling enhanced output in various development and strategic planning tasks.
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    Apache 2.0
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    Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning.
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    MIT License
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    MCP-compatible server that enables AI assistants to interact with Lightdash analytics data, providing tools to list and retrieve projects, spaces, charts, dashboards, and metrics through a standardized interface.
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    MIT License
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    Allows AI to interact with your Zotero library.
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    MIT License
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    Enables users to search for academic articles on platforms like arXiv using specific keywords, with plans to integrate more scholarly databases in the future.
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    MIT License
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    This server allows users to interact with their Zotero library through the Model Context Protocol, providing tools for searching items, retrieving metadata, and accessing full text using natural language queries.
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    MIT License
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    Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models that support tool/function calling.
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    AGPL 3.0
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    Facilitates the creation of mathematical diagrams using natural language through Penrose's domain-specific languages, allowing for the definition of mathematical types, relationships, and visual representation rules.
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    MIT License
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    An MCP server implementation that leverages Google's Gemini API to provide analytical problem-solving capabilities through sequential thinking steps without code generation.
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    A Model Context Protocol (MCP) server that provides tools for reading Excel (xlsx) files, enabling extraction of data from entire workbooks or specific sheets with results returned in structured JSON format.
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    A server that provides advanced mathematical and financial calculation capabilities for AI code assistants, enabling them to perform complex calculations like symbolic calculus, numerical methods, and financial analysis without implementing algorithms directly.
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    An MCP server that provides a tool to extract text content from local PDF files, supporting both standard PDF reading and OCR capabilities with optional page selection.
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    MCP Server for AI Summarization, Support for multiple content types: * Plain text * Web pages * PDF documents * EPUB books * HTML content
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    Fetches precipitation forecasts for any location using Buienradar and integrates with Claude for Desktop to provide accurate two-hour weather predictions.
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    Analyzes sentiment in news headlines from major US publications using both standard and natural language date inputs, enabling insights into public sentiment trends.
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    Enables querying WolframAlpha's LLM API for natural language questions, providing structured and simplified answers optimized for LLM consumption.
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    Enables AI assistants to interact with the World Bank open data API, allowing for listing and analysis of indicators across available countries.
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    A Model Context Protocol server that provides tools to search and retrieve economic data series from the Federal Reserve Economic Data (FRED) API.
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    A Model Context Protocol server implementation that integrates with Octagon API to provide specialized AI agents for investment research, enabling analysis of SEC filings, earnings calls, financial metrics, stock data, and private market intelligence.
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    MIT License
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    Connects to the US Treasury's Fiscal Data API, enabling users to fetch specific treasury statements, access historical data, and generate formatted reports.
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    An MCP server that enables users to search for government grants based on keywords and view detailed information including funding, eligibility, and deadlines.
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    A tool that implements Claude Shannon's problem-solving methodology to help break down complex problems into structured steps including problem definition, constraints, modeling, validation, and implementation.
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    A Model Context Protocol server that enhances language models with protein structure analysis capabilities, enabling detailed active site analysis and disease-related protein searches through established protein databases.
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    Allows Claude and other MCP-compatible AI models to access TweetBinder by Audiense analytics data, enabling analysis of hashtags, users, and conversations on Twitter/X with engagement metrics, sentiment analysis, and report generation.
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    Apache 2.0
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    Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
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    Enables searching for drugs and exploring ontology terms in the Cortellis database, providing access to comprehensive drug development status information with structured JSON responses.
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    MIT License
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    A Model Context Protocol server that provides Claude and other LLMs with read-only access to Hugging Face Hub APIs, enabling interaction with models, datasets, spaces, papers, and collections through natural language.
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    MIT License
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    MCP-RoCQ integrates with the Coq proof assistant to enable automated dependent type checking, inductive type definitions, and property proving through XML protocol communication.
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    MIT License
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    A Model Context Protocol server that allows AI assistants to fetch protein function and sequence information directly from UniProt database by accession number.
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    MIT License
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    Provides Excel file manipulation capabilities without requiring Microsoft Excel installation, enabling workbook creation, data manipulation, formatting, and advanced Excel features.
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    MIT License
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    A model context protocol server that allows AI models to access and analyze Value Change Dump (VCD) waveform data, enabling targeted signal extraction from large waveform files.
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    MIT License
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    A Model Context Protocol server that enables Large Language Models to search and access IETF RFC documents with pagination support.
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    MIT License
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    Provides access to the ClinicalTrials.gov AACT database, enabling analysis of clinical trial data, tracking development trends, and generating therapeutic landscape insights.
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    GPL 3.0
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    An MCP server that provides intelligent transcript processing capabilities including natural formatting, contextual repair, and smart summarization powered by Deep Thinking LLMs.
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    MIT License
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    A Model Context Protocol server that fetches and ranks positive news articles from NewsAPI using Cohere LLM sentiment analysis, enabling users to access uplifting news stories through interfaces like Claude Desktop.
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    Apache 2.0
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    Provides database interaction and business intelligence capabilities, enabling users to run SQL queries, analyze business data, and automatically generate business insight memos for Microsoft SQL Server databases.
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    MIT License
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    Provides access to the USGS Quakes API within Claude Desktop, enabling users to retrieve earthquake data and details through natural language queries.
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    MIT License
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    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context. Uses Ollama or OpenAI to generate embeddings. Docker files included
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    MIT License
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    A mcp server that bridges Dune Analytics data to AI agents.
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    MIT License
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    A server that enables MCP clients like Anthropic Claude App to interact with local Zotero libraries, allowing users to search papers, manage notes, and access research materials through natural language.
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    Apache 2.0
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    An MCP server that provides access to arXiv papers through their API.
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    MIT License
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    A Model Context Protocol (MCP) server that exposes MiniZinc constraint solving capabilities to Large Language Models.
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    MIT License
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    Server to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.
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    MIT License
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    A server that allows AI assistants to access, view, run, and manage Hex projects through a standardized interface.
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    AGPL 3.0
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    Enables iterative deep research by integrating AI agents with search engines, web scraping, and large language models for efficient data gathering and comprehensive reporting.
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    MIT License
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    The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities.
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    Apache 2.0
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    A Python-based MCP server that integrates the TapTools API, enabling AI models to fetch Cardano blockchain data, including tokens, NFTs, market stats, and wallet info, through standardized tools.
    Python
    MIT License
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    A Model Context Protocol server that provides health data from the Senechal API to LLM applications, enabling AI assistants to access, analyze, and respond to personal health information.
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    GPL 3.0
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    A Model Context Protocol server providing real-time stock data and options analysis through Yahoo Finance, enabling LLMs to access market data, analyze stocks, and evaluate options strategies.
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    MIT License
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    Allows the AI to read .ged files and genetic data.
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    MIT License
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    The server integrates with the free IMF data API and provides various features to facilitate data retrieval and analysis. The server is built using the FastMCP framework and offers the following functionalities:
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    Apache 2.0
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    The ArXiv MCP Server bridges the gap between AI models and academic research by providing a sophisticated interface to arXiv's extensive research repository. This server enables AI assistants to perform precise paper searches and access full paper content, enhancing their ability to engage with scientific literature.
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    Apache 2.0
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    Access any documentation indexed by RagRabbit Open Source AI site search
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    MIT License
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    Cross-reference your BirdNET-Pi data with eBird observations using natural language
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    MIT License
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    A Model Context Protocol server that enables Claude and other LLMs to interact with the Drama Corpora Project API for analyzing dramatic texts, character networks, and play information across different languages and periods.
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    MIT License
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    A server that provides access to Mathematica documentation through FastMCP, enabling users to retrieve function documentation and list package symbols from Wolfram Mathematica.
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    MIT License
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    A server that enables querying the dbt Semantic Layer through natural language conversations with Claude Desktop and other AI assistants, allowing users to discover metrics, create queries, analyze data, and visualize results.
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    MIT License
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    Provides LLMs with access to Jewish texts from the Sefaria library, enabling retrieval of specific texts, commentaries, and search functionality through a standardized interface.
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    MIT License
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    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
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    MIT License
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    Enables AI assistants to search, download, and read arXiv research papers through a Message Control Protocol interface, with support for paper filtering and local storage.
    Apache 2.0
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    A server that provides access to the tidymodels R ecosystem, enabling users to list packages, search functions, generate code templates, and search issues through AI assistants like Cline.bot and Claude Desktop.
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    MIT License
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    Provides access to the AACT (Aggregate Analysis of ClinicalTrials.gov) database, enabling analysis of clinical trial data and automatic generation of insights about therapeutic landscapes.
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    GPL 3.0
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    A Model Context Protocol server that enables Claude to load CSV files and execute JavaScript data analysis scripts for advanced data exploration and insights generation.
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    MIT License
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    An MCP server enabling AI assistants to search and analyze pharmaceutical data through Cortellis. Features comprehensive drug search, ontology exploration, and real-time clinical trial data access.
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    MIT License
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    A Model Context Protocol server that enables conversational searching of NIH-funded research projects and publications through the NIH RePORTER database.
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    MIT License
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    Retrieve citation data effortlessly from CiteAs and Google Scholar. Get BibTeX-formatted citations for your resources with just a few commands. Enhance your research workflow by integrating citation retrieval directly into your applications.
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    MIT License
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    A feature-rich NASA data query tool that supports various NASA API services including astronomy pictures, Mars rover photos, Earth satellite images, near-Earth objects data, and space weather information through natural language queries.
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    MIT License
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    Retrieve citation data effortlessly from CiteAs and Google Scholar. Get BibTeX-formatted citations for your resources with just a few commands. Enhance your research workflow by integrating citation retrieval directly into your applications.
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    MIT License
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    A research tool that performs comprehensive, in-depth research on complex topics by combining sequential thinking with Brave Search capabilities to provide detailed, well-sourced reports.
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    MIT License
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    MCP-Logic is a server that provides AI systems with automated reasoning capabilities, enabling logical theorem proving and model verification using Prover9/Mace4 through a clean MCP interface.
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    MIT License
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    Provides tools for interacting with the NOAA Tides and Currents API, offering data on water levels, tide predictions, currents, meteorological conditions, and astronomical information like moon phases and sun events.
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    MIT License
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    A MCP server that enables querying Wolfram Alpha's computational knowledge engine through an API, providing answers to mathematical and scientific questions.
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    MIT License
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    A MCP server offering tools for cryptocurrency research and Ethereum-based automation.
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    AGPL 3.0
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    An AI-powered research assistant that performs deep, iterative research on any topic by combining search engines, web scraping, and AI to generate comprehensive reports with reliability assessments.
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    MIT License
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    Connects PyMOL to Claude AI through the Model Context Protocol, allowing for conversational structural biology and molecular visualization through natural language commands.
    3
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides a standardized interface for AI models to interact with NASA's vast array of data sources including APOD, Mars Rover photos, satellite imagery, and space weather data.
    367
    2
    TypeScript
    ISC License
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    Query a variety of data from Brasil resources seamlessly. Access information on postal codes, area codes, banks, holidays, taxes, and more through a unified interface. Enhance your AI agents and applications with rich and updated data from BrasilAPI effortlessly.
    3
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Python-based server that enables accessing and analyzing bird detection data through the Model Context Protocol, offering features like filtering detections, accessing audio recordings, and generating reports.
    3
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that analyzes and evaluates documentation quality, particularly README files, providing scores and suggestions for improvement.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that allows AI models to create data visualizations using Vega-Lite syntax by providing tools to save data tables and generate visualizations from them.
    Python
  • -
    security
    F
    license
    -
    quality
    A Model-Client-Protocol server for accessing the Gallica API of the French National Library (BnF) and generating sequential research reports with formatted citations and relevant images.
    Python
  • -
    security
    F
    license
    -
    quality
    Provides integration with MATLAB, allowing users to create and execute MATLAB scripts and functions through Claude or other MCP clients.
    8
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    The MCP Trader Server conducts comprehensive technical analysis on stocks, offering insights into trends, momentum indicators, volatility metrics, and volume analysis to support stock trading decisions.
    29
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A server that allows AI assistants to search for research papers, read their content, and access related code repositories through the PapersWithCode API.
    1
    Python
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables LLMs to extract and use content from unstructured documents across a wide variety of file formats.
    2
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    An MCP server that provides comprehensive market intelligence by analyzing data from both the Apple App Store and Google Play Store, enabling users to research apps, track market trends, study competitors, and understand user feedback across mobile marketplaces.
    41
    4
    JavaScript
  • -
    security
    F
    license
    -
    quality
    Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.
    13
    Python
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables Claude Desktop to access and analyze Chinese and global financial market data through the AKShare library.
    3
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Provides programmatic access to comprehensive football statistics and live match data via API-Football, enabling applications to retrieve league standings, team fixtures, player statistics, and real-time match events.
    Python
  • -
    security
    F
    license
    -
    quality
    Server for managing academic literature with structured note-taking and organization, designed for seamless interaction with Claude. Built with SQLite for simplicity and portability.
    8
    Python
  • -
    security
    F
    license
    -
    quality
    Enables fetching and reading subscriber-only content from Trade Companion by Adam Mancini on Substack, allowing Claude to access and discuss the latest financial trading articles.
    1
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
    1
    Python
  • -
    security
    F
    license
    -
    quality
    Enables AI assistants to query and analyze medical imaging metadata from DICOM servers, including patient information, studies, series, and instances, as well as extract text from encapsulated PDF documents.
    4
    Python
  • -
    security
    F
    license
    -
    quality
    An MCP server implementation that enables searching and retrieving research articles from PubMed with specific focus on open access content filtering and full-text link retrieval.
    4
    3
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol (MCP) server that provides access to WolframAlpha's LLM API capabilities, enabling users to query complex mathematical questions and facts about science, physics, history, geography, and more with natural language.
    24
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Enables AI assistants to search and access medRxiv's preprint repository through Model Context Protocol, allowing programmatic queries for health sciences preprints and retrieval of paper metadata.
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables users to upload retail data, analyze trends, optimize inventory, and forecast sales using AI-powered insights, acting as a senior supply chain expert.
    JavaScript
  • -
    security
    F
    license
    -
    quality
    Enables LLMs to perform statistical analysis and generate ML predictions on user data from databases or CSV files through a Model Context Protocol server.
    Python
  • -
    security
    F
    license
    -
    quality
    Enables users to access and analyze US Treasury fiscal data, including fetching specific treasury statements, accessing historical data, and generating formatted reports.
    12
    5
    TypeScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables AI assistants to search bioRxiv's preprint repository and access paper metadata through a simple Model Context Protocol (MCP) interface.
    4
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A FastMCP server implementation providing comprehensive access to academic papers, authors, and citation networks via the Semantic Scholar API.
    13
    Python
  • -
    security
    F
    license
    -
    quality
    An MCP server aimed to be portable, local, easy and convenient to support semantic/graph based retrieval of txtai "all in one" embeddings database. Any txtai embeddings db in tar.gz form can be loaded
    15
    Python
  • -
    security
    F
    license
    -
    quality
    MCP server that interfaces with the Adjust API, allowing you to query mobile analytics reports, metrics, and performance data using natural language from any MCP client like Cursor or Claude Desktop.
    250
    1
    TypeScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that connects to Supabase PostgreSQL databases, exposing table schemas as resources and providing tools for data analysis through SQL queries.
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that integrates with Amazon Braket, allowing AI assistants to access, control, and interpret results from quantum computing resources.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    An MCP plugin that provides access to NCBI's dbSNP database, allowing developers to retrieve genetic variant information, search for SNPs, and access clinical significance data directly in their development environment.
    1
    Python
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol (MCP) server that provides mathematical calculations and operations using NumPy, enabling users to perform numerical computations like matrix operations, statistical analysis, and polynomial fitting directly through Claude.
    Python
    • Linux
    • Apple