Research And_data MCP Servers

mcp-server-cvdlt

3

by MRonaldo-gif

This project is a Python server implementing the Model Context Protocol (MCP) for advanced image processing tasks such as object detection, segmentation, and pose estimation. It utilizes well-known models like YOLOv10 and YOLOv8 for these capabilities, offering support for both local and network image inputs and integration with client interactions.

berlin-transport-mcp

3

by harshil1712

The Berlin Transport MCP Server is designed to provide seamless access to public transportation data in the Berlin-Brandenburg region using the VBB API. It offers tools for searching stops, checking departures, and retrieving journey options.

mcp-mindmesh

3

by 7ossamfarid

MCP MindMesh is a server that orchestrates multiple Claude 3.7 Sonnet instances using swarm intelligence inspired by quantum principles. It focuses on achieving coherent and accurate responses through the coordination of specialized agents.

imf-data-mcp

3

by c-cf

The IMF Data MCP is a server that facilitates access to IMF economic data through an API, offering capabilities to query datasets, fetch time series, and list relevant indicators and countries. It is designed for structured and programmatic use of IMF data.

mcp-server-ga4

3

by HosakaKeigo

The MCP Server for Google Analytics 4 is designed to provide an interface for fetching and analyzing GA4 metrics using the Model Context Protocol. It includes tools for retrieving page views, active users, and more, as well as resources to assist in data analysis and report generation.

estat-mcp-server

3

by cygkichi

The e-Stat MCP server is designed to facilitate access to Japan's e-Stat API, enhancing the ability of language models to interact with government statistical data. It offers tools for searching and retrieving statistics efficiently.

MCPHackathon

3

by HeetVekariya

This project uses the Unstructured API to create a server that efficiently processes research papers to aid in language model training. It offers tools for extracting, storing, and managing research data, thus streamlining the information retrieval process for researchers.

crunchbase-mcp-server

3

by Cyreslab-AI

The Crunchbase MCP Server is a Model Context Protocol Server designed to provide AI assistants with access to Crunchbase data. It offers features for searching companies, retrieving funding and acquisition data, and finding people associated with companies, all configurable via an API key.

mysheet-mcp

3

by lgwanai

Mysheet-mcp is a server designed to convert Excel files to JSON, aiding large-scale data processing within various models or Agents. It offers configurable file storage solutions during the conversion process.

mcp-local-server

3

by DMontgomery40

BirdNet-Pi MCP Server is a Python-based server designed for integrating BirdNet-Pi functionalities. It offers capabilities for retrieving bird detection data, analyzing patterns, accessing audio recordings, and generating reports.

Claude-Deep-Research

3

by mcherukara

Claude Deep Research is an MCP server designed to improve research capabilities for AI assistants like Claude. It integrates web and academic search functions, enabling AI models to access information from multiple relevant sources for structured research results.

Near-Intents-MCP-Agentkit

3

by MatthewLaw1

Crew AI MCP Server is designed to manage AI agents and tasks using the CrewAI framework. It facilitates operations such as creating agents, tasks, and crews, providing a streamlined process for AI task management.

mcp-jina-ai

3

by kealuya

MCP-Jina-AI is designed to convert web pages into a structured format suitable for processing by large language models, using Jina.ai's reader service. It is built for high performance with Go and is intended to work within the MCP ecosystem.

food-data-central-mcp-server

3

by jlfwong

The Food Data Central MCP Server is designed to facilitate access to USDA's FoodData Central API through an MCP server interface. It supports food search and nutrient information retrieval for different data types, and can be used as a subprocess by MCP clients or integrated with Claude Desktop.

codex

3

by mdashley

Codex is an MCP server that allows users to interact with US legislative data using a large language model. It features a set of tools for accessing various types of congressional information like bills, amendments, and treaties. The server requires Python 3.10 and a Congress.gov API key.

mcp-tweetbinder

3

by AudienseCo

TweetBinder by Audiense MCP Server integrates TweetBinder analytics with AI models like Claude, offering features to analyze social media data, generate reports, and retrieve detailed analytics. It streamlines accessing Twitter data for in-depth analysis and reporting.

aps-aecdm-mcp-dotnet

3

by autodesk-platform-services

The aps-aecdm-mcp-dotnet project is a .NET-based MCP server designed to connect Claude Desktop with the AEC Data Model API and Viewer. It allows users to query data using natural language and provides tools to manage and visualize project data.

gis-dataconversion-mcp

3

by ronantakizawa

The GIS Data Conversion MCP server enables large language models (LLMs) to convert geographic data across various formats and coordinate systems. It supports functionalities like reverse geocoding and format conversions involving WKT, GeoJSON, CSV, TopoJSON, and KML for enriched spatial data handling.

oura-mcp

3

by elizabethtrykin

The Oura MCP Server is designed to facilitate access to Oura Ring data through a Model Context Protocol server, providing various resources and integration options for developers.

Jij-MCP-Server

3

by Jij-Inc

The Jij MCP Server provides integrated tools for mathematical optimization and quantum computing, utilizing JijModeling and Qiskit. It aims to support computational optimization and quantum programming with various guides and best practice workflows.

MediaWiki-MCP-adapter

3

by lucamauri

MediaWikiAdapter is a custom MCP adapter developed by Luca Mauri that enables interaction with MediaWiki and WikiBase APIs for fetching and editing pages. It supports configuration for different API instances and requires Node.js and TypeScript.

mcp-server-mas-sequential-thinking

3

by iniarfia

MCP Server MAS Sequential Thinking is a project dedicated to establishing a flexible and scalable server for sequential logic processing. It features a user-friendly interface and performance monitoring, making it suitable for educational, research, and development purposes.

social-media-mcp

3

by tayler-id

The Social Media MCP Server is a tool designed to facilitate the creation and dissemination of social media content across multiple platforms using natural language commands. It supports integration with popular platforms like Twitter, Mastodon, and LinkedIn, and offers features like automatic research, content generation, and performance analytics.

climatiq-mcp-server

3

by jagan-shanmugam

Climatiq MCP Server is a Model Context Protocol server designed to interact with the Climatiq API for real-time carbon emission calculations. It helps AI assistants deliver climate impact insights across various fields like electricity, travel, and procurement.

jina-mcp-tools

3

by PsychArch

Jina AI MCP Tools is an MCP server offering integrations with Jina AI APIs for tasks like web content extraction, search, and fact-checking. It requires a Jina AI API key and Node.js, and can be integrated with the Cursor editor for enhanced functionality.

mcp-appstore

3

by appreply-co

The App Store Scraper MCP Server is designed for app search optimization, providing tools to search, analyze, and extract insights from apps on Google Play and Apple App Stores. It offers functionality for keyword analysis, review sentiment, and more, supporting developers and marketers in app store strategies.

arxiv-search-mcp

3

by danimal141

The arXiv Search MCP Server is designed to allow users to search and retrieve academic papers from the arXiv.org repository. It provides functionalities such as category-based search and fetching the latest papers, enabling efficient research access.

sitemap-mcp-server

3

by mugoosse

The Sitemap MCP Server enables the discovery and analysis of website structures by utilizing sitemaps from any given URL. It provides tools and features for parsing, analyzing, and visualizing sitemaps, facilitating the identification of hidden pages and structured hierarchies without manual efforts.

3xpl-mcp

3

by exekerey

The 3xpl API MCP server allows integration with 48 blockchains, providing tools for resolving ENS domains, detecting blockchains, and retrieving block information. It serves as a practical example of how to use the 3xpl JSON API for extensive blockchain data analysis.

jina-ai-mcp-multimodal-search

3

by Sheshiyer

Jina AI MCP Server is designed to integrate Jina AI's advanced neural search functionalities within the Model Context Protocol. It supports semantic, image, and cross-modal search capabilities, enhancing the ease of implementing sophisticated search operations into applications.

arxiv-search-MCP-Server

3

by win4r

The arxiv-search MCP Server is a protocol server focused on facilitating the search of academic papers on arXiv. It supports customizable search queries and provides detailed information on research papers, demonstrating key features of MCP like URI representation and metadata support.

mcp-server-taiwan-aqi--

3

by besthand

The mcp-server-taiwan-aqi project allows users to retrieve air quality data from monitoring stations across Taiwan. It offers tools for accessing recent and historical air quality information and integrates with the Claude Desktop application.

brasil-api-mcp

3

by guilhermelirio

Brasil API MCP is a Model Context Protocol server that enables AI assistants to access Brazilian public data services. It connects to various data sources like postal codes, bank information, company registration, and more.

oci-documentation-mcp-server

2

by jin38324

The OCI Documentation MCP Server is a Model Context Protocol server aimed at accessing and searching OCI documentation. It provides tools to fetch and convert documentation pages to markdown as well as search through the documentation effectively.

annual_report_mcp_server

2

by Pomilo-AI

The Annual Report MCP Server is designed to allow Claude For Desktop to interact with and analyze data from sources such as Bolagsverket. It offers features like data retrieval and analysis using APIs, but is primarily a demonstration and not for production use.

Slack-Search

2

by AdilFayyaz

This project provides an AI-powered search interface for Slack logs by setting up a local MCP server. It enhances Claude Desktop's capabilities by allowing intelligent, natural language search and retrieval of information from exported Slack data. All operations are performed locally, ensuring privacy.

grants-mcp

2

by Tar-ive

The Grants Search MCP Server is a tool that allows users to search for government grants using keywords. It provides detailed information about grants by interfacing with the Simpler Grants API and includes features like pagination and customization options.

qualitativeresearch

2

by tejpalvirk

The Qualitative Researcher MCP Server is designed to facilitate the organization and analysis of qualitative research data using knowledge graphs. It allows researchers to track participant data, manage themes, and document methodological decisions effectively.

jupyter-earth-mcp-server

2

by datalayer

Jupyter Earth MCP Server is a Model Context Protocol server designed for geospatial analysis within Jupyter notebooks. It allows users to integrate and analyze data from NASA Earthdata directly from their notebooks.

iacr-mcp-server

2

by doomdagadiggiedahdah

The IACR Cryptology ePrint Archive MCP Server provides a programmatic interface to efficiently search and retrieve cryptographic research papers and their metadata. It ensures secure access to research publications from the IACR ePrint Archive.

search_mcp_server

2

by DeepSpringAI

Parquet MCP Server is a Model Control Protocol server designed to facilitate web searches and similarity searches. It is particularly tailored for use with Claude Desktop and offers functionalities to perform and scrape web search results, as well as extract relevant information from previous searches.

perplexity-sonar-mcp

2

by felores

Perplexity Sonar MCP Server is an implementation designed to extend capabilities of Claude Desktop by providing access to Perplexity's advanced AI models with real-time web search functionality. It offers various Sonar models tailored for different uses and integrates seamlessly with existing MCP clients.

dracor-mcp

2

by stijn-meijers

The DraCor MCP Server is a specialized tool to interact with the Drama Corpora Project (DraCor) API. It focuses on analyzing dramatic texts through models like Claude and other large language models, providing detailed character network analysis and play insights.

mcp-Loinc

2

by Kryzo

The project provides a modular Python wrapper for the LOINC API, serving as an MCP server interface for intelligent medical terminology lookup. It allows for comprehensive LOINC code searches and detailed information retrieval, with seamless integration into Claude Desktop.

mantis-mcp-server

2

by kfnzero

Mantis MCP Server is designed to integrate with the Mantis Bug Tracker, allowing users to manage issues, users, and projects via the Model Context Protocol. It offers features like data querying, statistical analysis, and performance optimization.

mcp_server

2

by yisu201506

This GitHub project is a Flask-based implementation of Model Context Protocol (MCP), designed to enhance the capabilities of Large Language Models (LLMs) by integrating external tools within the model's output. Standout features include the use of sample tools, conversation context management, and flexible text parsing.

qanon-mcp-server

2

by jkingsman

The Q-Anon Posts/Drops MCP Server provides access to a dataset of Q-Anon posts, designed for research purposes. It integrates with Claude Desktop to allow AI-assisted searching and analysis of the dataset.

PubTator-MCP-Server

2

by JackKuo666

PubTator MCP Server is a tool designed for mining and annotating biomedical literature through an MCP interface, allowing AI models to programmatically search and analyze scientific literature. It offers features like literature annotation export, entity ID lookup, relationship mining, and batch processing to efficiently handle annotation tasks.

weather-mcp-server

2

by devilcoder01

The Weather MCP Server is designed to provide weather data and tools for AI assistants. It offers current conditions, forecasts, air quality, and additional weather-related information using FastAPI and the MCP framework.

mcp-memory

2

by samwang0723

This project is a memory system designed for storing and retrieving information from LLM conversations using Redis Graph. It allows users to create, search, and manage memories as well as establish relationships between them to form a knowledge graph.

ClaudeHopper

2

by Arborist-ai

ClaudeHopper is a Model Context Protocol server specialized in interacting with construction documents using advanced search techniques. It enables users to efficiently search and analyze construction drawings, specifications, and related documents.

mcp-server-client

2

by JoeBuildsStuff

This project illustrates how to implement the Model Context Protocol (MCP) using a TypeScript SDK, featuring separate server and client applications that communicate via stdio transport. It offers functionalities for listing and reading resources with basic error handling.

aemet-mcp

2

by AnCode666

Aemet-mcp is a tool that allows users to access Spain's meteorological data from the AEMET API using the Model Context Protocol (MCP). It is designed for integration with Claude AI and other MCP-compatible clients, offering features like historical data queries and climate summaries.

nasa-mcp

2

by liuwanglei-tal

The NASA MCP Service is a robust tool for querying a wide range of NASA APIs and receiving information about astronomy pictures, Mars rover images, Earth satellite imagery, near-Earth objects, and space weather using natural language queries. It supports multiple platforms and provides detailed data outputs for research and educational purposes.

mcp-fredapi

2

by Jaldekoa

MCP-FREDAPI integrates the FRED API with the Model Context Protocol, enabling AI tools to access economic data from the Federal Reserve. It supports data retrieval for various economic indicators, offering user-friendly setup and configuration instructions.

google-search-mcp-server

2

by gradusnikov

The Google Search MCP Server is designed to integrate Google Custom Search functionality via the Model Context Protocol. It supports automated deployment through Smithery, as well as manual setup, to enhance search capabilities within applications.

web3-mcp

2

by tumf

Web3 MCP is an MCP server designed to interface with Ankr's Advanced API to provide blockchain data access. It supports various networks and offers comprehensive features for NFTs, tokens, and other blockchain statistics.

arxiv-paper-mcp

2

by daheepk

The arXiv Research Assistant MCP Server is a specialized server that facilitates efficient searches and comparisons of papers on arXiv.org. It supports various features like keyword and author-based searches, paper details lookup, and trend analysis, making it useful for research and academic purposes.

marinetraffic-mcp-server

2

by Cyreslab-AI

The MarineTraffic MCP Server is a Model Context Protocol server that provides access to MarineTraffic vessel tracking data. It offers features such as real-time vessel positions, detailed vessel information, and searching capabilities. It requires a MarineTraffic API key and is designed for use with platforms like Claude Desktop.

groceries-mcp

2

by o-b-one

The Groceries MCP Server is a platform designed to interact with various groceries vendor APIs. It facilitates grocery searching and cart updates, allowing for automatic cart creation and groceries lookup using vendor APIs.