Research And_data MCP Servers

by jlfwong

This is a Model Context Protocol (MCP) server for exposing API access to the USDA's FoodData Central API.

mcp-appstore

by appreply-co

App Store Scraper MCP Server provides tools for searching and analyzing apps from Google Play Store and Apple App Store, ideal for ASO.

docs-fetch-mcp

by wolfyy970

A Model Context Protocol (MCP) server for fetching web content with recursive exploration capabilities.

mcp-rfc

by mjpitz

An MCP server for fetching, parsing, and reading RFCs from the ietf.org website.

mcp-terragrunt-docs

by Excoriate

A Model Context Protocol (MCP) server built with Deno and TypeScript, designed to provide contextual information related to Terragrunt.

developer_tools

qualitativeresearch

by tejpalvirk

An MCP server implementation that provides tools for managing qualitative research knowledge graphs, enabling structured representation of research projects, participants, interviews, observations, codes, themes, and findings.

BI-Chart-MCP-Server

by c-cf

The BI Chart MCP Server is a Python-based implementation for managing and visualizing business intelligence data.

oura-mcp

by elizabethtrykin

A Model Context Protocol (MCP) server for accessing Oura Ring data.

codex-mcp

by Codex-Data

Codex MCP Server provides enriched blockchain data from Codex and can be used with any MCP-compatible client.

mcp-searxng

by erhwenkuo

An example of an MCP Server for use by an AI Agent, designed to allow the AI Agent to search for new external information through SearXNG's open-source meta-search engine.

umami_mcp_server

by jakeyShakey

Umami Analytics MCP Server connects Claude to Umami analytics, enabling data-driven insights from website analytics.

baidu-mcp-server

by Evilran

A Model Context Protocol (MCP) server that provides web search capabilities through Baidu, with additional features for content fetching and parsing.

crypto-rss-mcp

by kukapay

Crypto RSS MCP is a server that aggregates real-time cryptocurrency news from multiple RSS feeds, aiding AI agents in making informed decisions in a fast-paced market.

uniprot-mcp-server

by TakumiY235

A Model Context Protocol (MCP) server that provides access to UniProt protein information, allowing AI assistants to fetch protein function and sequence information directly from UniProt.

google-image-search-mcp

by Virul360

The Google Image Search MCP Server provides image search functionality using the SerpAPI, allowing AI assistants to find and analyze images based on specific criteria.

medRxiv-MCP-Server

by JackKuo666

The medRxiv MCP Server provides a bridge between AI assistants and medRxiv's preprint repository through the Model Context Protocol (MCP). It allows AI models to search for health sciences preprints and access their content in a programmatic way.

deep-research-mcp

by ali-kh7

Deep Research MCP is a server compliant with the Model Context Protocol, designed to facilitate comprehensive web research using Tavily's Search and Crawl APIs.

zillow-mcp-server

by sap156

A Model Context Protocol (MCP) server that provides real-time access to Zillow real estate data, built with Python and FastMCP.

mcp-server-documentation

by PicardRaphael

A powerful documentation search server built with FastMCP, enabling AI systems to intelligently search across multiple popular framework and library documentations.

mcp-ossinsight

by damonxue

OSSInsight MCP Server provides data analysis for GitHub individuals, organizations, and repositories, offering insights into the open source ecosystem.

divide-and-conquer-mcp-server

by landicefu

The Divide and Conquer MCP Server is designed to help AI agents manage complex tasks by breaking them down into smaller, manageable pieces using a structured JSON format.

knowledge_and_memory

chainlink-feeds-mcp

by kukapay

An MCP server that provides real-time access to Chainlink's decentralized on-chain price feeds, optimized for seamless integration into AI agents and autonomous systems.

google-research-mcp

by zoharbabin

The Google Researcher MCP Server empowers AI assistants with web research capabilities through Google Search, content scraping, and Gemini AI analysis.

datagouv-mcp-server

by csonigo

Data Gouv MCP Server is designed to interact with Datagouv APIs, specifically the API Recherche Entreprises, using HTTP+SSE transport as defined in MCP.

NetworksDB-MCP

by MorDavid

NetworksDB-MCP is a powerful integration that brings the capabilities of Model Context Protocol (MCP) Server to NetworksDB, enabling natural language queries for network intelligence, IP geolocation, organization details, and DNS information.

mcp-internet-speed-test

by inventer-dev

This is an experimental implementation of a Model Context Protocol (MCP) server for internet speed testing.

brasil-api-mcp-server

by mauricio-cantu

BrasilAPI MCP Server allows seamless querying of various data from Brasil resources, enhancing AI applications with updated data.

medadapt-content-server

by ryoureddy

MedAdapt Content Server is a specialized MCP server for Claude Desktop, enhancing AI-assisted medical learning by fetching and processing educational resources from PubMed, NCBI Bookshelf, and user-provided documents.

marinetraffic-mcp-server

by Cyreslab-AI

A Model Context Protocol (MCP) server that provides access to MarineTraffic vessel tracking data.

mcp_read_images

by catalystneuro

An MCP server for analyzing images using OpenRouter vision models.

mcp-server-pubtator3

by QIngyuanfl

This project provides an async Python server for interacting with the PubTator3 API, supporting tasks such as entity lookup, biomedical literature search, and text extraction from PubMed/PMC articles.

berlin-transport-mcp

by harshil1712

An MCP server that provides access to Berlin's public transport data through the VBB API.

opengov-mcp-server

by srobbin

An MCP server that enables clients to access Socrata Open Data APIs for public dataset retrieval and analysis.

google-patents-mcp

by KunihiroS

The Google Patents MCP Server allows users to search Google Patents information using the SerpApi Google Patents API.

newsnow-mcp-server

by ourongxing

The NewsNow MCP Server is an official server for NewsNow, providing access to over 40 news sources.

mcp-server-google-analytics

by eno-graph

The Google Analytics Data API MCP Server provides an interface to access the Google Analytics Data API using the Model Context Protocol (MCP) server.

PubTator-MCP-Server

by JackKuo666

PubTator MCP Server provides AI assistants with access to the PubTator3 biomedical literature annotation system through the Model Context Protocol (MCP).

mcp-server-data-wrangler

by shibuiwilliam

mcp-data-wrangler is a Model Context Protocol server designed for data wrangling tasks, offering a standardized interface for data preprocessing, transformation, and analysis.

valyu-mcp

by valyu-network

The Valyu MCP Server is a tool that allows AI models to access high-quality context from Valyu's API, including search capabilities over Wikipedia, arXiv papers, and web search.

n8n-Assistant

by onurpolat05

This project contains a Multi-Channel Platform (MCP) server used to create an assistant integrated with n8n.

mcp-nvd

by marcoeg

A Model Context Protocol server implementation to query the NIST National Vulnerability Database (NVD) via its API.

mcp-memory

by samwang0723

This project implements a memory system for LLM conversations using Redis Graph for long-term memory storage.

higress-ai-search-mcp-server

by cr7258

Higress AI-Search MCP Server is a Model Context Protocol server that enhances AI model responses with real-time search results from various search engines.

mcp-server-ietf

by tizee

A Model Context Protocol server for fetching IETF documents (RFCs) for Large Language Models.

PhialsBasement_Pagespeed-MCP-Server

by MCP-Mirror

A Model Context Protocol (MCP) server that extends AI assistant capabilities with PageSpeed Insights functionality.

estat-mcp-server

by cygkichi

The e-Stat MCP server provides functionality to access the API of Japan's government statistics portal site 'e-Stat', enabling language models to search and retrieve statistical data.

paperpal

by jerpint

Paperpal is an MCP extension designed to assist in searching and writing literature reviews by integrating with LLMs and accessing resources like arXiv and Hugging Face papers.

patronus-mcp-server

by patronus-ai

An MCP server implementation for the Patronus SDK, providing a standardized interface for running powerful LLM system optimizations, evaluations, and experiments.

mcp-Loinc

by Kryzo

This project provides a modular Python wrapper for the LOINC API, with an MCP server interface that integrates seamlessly with Claude Desktop for intelligent medical terminology lookup and standardization.

mantis-mcp-server

by kfnzero

Mantis MCP Server is a service based on the Model Context Protocol (MCP) for integration with the Mantis Bug Tracker system, providing tools for querying and analyzing data within the Mantis system.

etf-flow-mcp

by kukapay

ETF Flow MCP is a server that provides crypto ETF flow data to enhance AI agents' decision-making capabilities.

finance

mcp-jina-ai

by kealuya

MCP-Jina-AI is a tool that integrates Jina.ai's reader service to convert web content into LLM-friendly formats.

bocha-ai-mcp-server

by yoko19191

Bocha AI Web Search MCP Server provides a powerful search tool for retrieving web content and related images, supporting both Markdown and JSON output.

WM_MCP

by hungson175

A Model Context Protocol (MCP) server that provides access to Federal Reserve Economic Data (FRED) through Claude and other LLM clients.

jina-ai-mcp-multimodal-search

by Sheshiyer

A Model Context Protocol (MCP) server that provides seamless integration with Jina AI's neural search capabilities.

f1-mcp-server

by rakeshgangwar

The Formula One MCP Server provides access to comprehensive Formula One data and statistics using the FastF1 Python library, enabling users to retrieve race calendars, event details, session results, driver data, and more through a structured MCP interface.

entertainment_and_media

mcp-alapi-cn

by ALAPI-SDK

ALAPI MCP Server is a Model Context Protocol server implementation that allows seamless integration of ALAPI's extensive API resources into various AI applications supporting the MCP protocol.

mcp-mindmesh

by 7ossamfarid

MCP MindMesh is a server designed to manage multiple Claude 3.7 Sonnet instances in a quantum-inspired swarm.

mcp-tavily-search

by spences10

A Model Context Protocol (MCP) server for integrating Tavily's search API with LLMs, providing intelligent web search capabilities optimized for high-quality, factual results.

mcp-server-sparql

by ekzhu

MCP Server SPARQL is a Model Context Protocol server designed to facilitate querying SPARQL endpoints.