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Research And Data
Research And Data for MCP
Browse verified Research And Data made for MCP Servers and Clients – built for smooth LLM integration.
Research And Data
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Generic MCP Client Chat
A chat-based client that integrates and uses various MCP tools directly within a chat environment for enhanced productivity.
Developer Tools
Communication
Collection of MCP servers with integrated supergateway
A Docker image hosting multiple MCP servers accessible through a unified entry point with supergateway integration.
Developer Tools
Cloud Platforms
Scira MCP Chat
A minimalistic MCP client with essential chat features, supporting multiple models and contextual interactions.
Developer Tools
AI Chatbot
Eagle MCP Server
A Model Context Protocol server for Eagle that manages data exchange between Eagle app and data sources.
Developer Tools
Cloud Platforms
LoL Client MCP
A server accessing League of Legends game data via the Live Client Data API, providing real-time in-game information.
Developer Tools
Spring MCP Server
A Spring-based MCP server integrating AI capabilities for managing and processing Minecraft mod communication protocols.
Developer Tools
AI Chatbot
Get the name of this MCP
A Python client for managing multiple MCP servers with support for various transports and server types.
Developer Tools
Monitoring
PatentSafe MCP server
A server connecting PatentSafe to retrieve documents via Lucene queries for patent data analysis.
Developer Tools
Knowledge And Memory
Native MCP Client for Android
An Android-native MCP client enabling multiplayer connectivity for Minecraft Pocket Edition.
Developer Tools
Model Context Protocol server for Cyclops
Enables AI to manage Kubernetes applications by creating high-level modules, reducing misconfigurations and boosting deployment speed.
Developer Tools
Cloud Platforms
MCPLite
A Python-based MCP server framework for exposing server capabilities to AI agents via structured requests.
Developer Tools
AI Chatbot
BNBChain MCP
A server enabling seamless blockchain interactions for BNB Chain and EVM-compatible networks via AI and command prompts.
Developer Tools
Finance
Carlitos
Carlitos is a personal assistant MCP integrating Google Calendar, Gmail, Slack, Notion, Linear, and GitHub.
Developer Tools
AI Chatbot
mcp-server-reasoner-thinking
A reasoning server for MCPs that facilitates decision-making and strategy planning using Monte Carlo Tree Search (MCTS).
Developer Tools
AI Chatbot
Flutter MCP AI Chat
A Flutter-based app demonstrating MCP client integration for managing servers and AI chat interactions.
Developer Tools
AI Chatbot
WujieAI MCP Server
A server that enables AI image generation via MCP protocol, supporting multiple models and customizable parameters.
Developer Tools
AI Chatbot
Multi-tenant MCP Server for Integration App
A server that enables MCP clients to connect, access tools, and interact via SSE transport in multi-tenant environment.
Developer Tools
Cloud Platforms
Template MCP Server
A Python-based template for developing MCP servers with clear structure and essential functionalities.
Developer Tools
AI Chatbot
d365-agent-mcpclient-dotnet
A C#/.NET client library enabling applications to communicate with MCP-compliant servers for tool discovery and execution.
Developer Tools
Cloud Platforms
Vestige MCP
A server implementation connecting the Vestige API for DeFi analytics on the Algorand ecosystem.
Developer Tools
Cloud Platforms
TypeScript MCP Client library for communication with MCP servers
A TypeScript library enabling applications to discover, execute, and handle responses from MCP-compliant servers.
Developer Tools
Cloud Platforms
mcp-agent
This MCP agent efficiently utilizes MCP servers with the ReWOO pattern, optimizing token consumption and reasoning.
Developer Tools
AI Chatbot
atlantis-mcp-server
A configurable MCP client/server enabling local control and remote management of custom Python and third-party MCP tools.
Developer Tools
Os Automation
AI Analysis Tool with MCP Client
A web-based tool for analyzing data from CSV and XML files using a custom Python environment.
Developer Tools
AI Chatbot
Model Context Protocol (MCP) Server for Substack
Enable LLM clients to interact with Substack's API for automations like creating posts and managing drafts.
Developer Tools
AI Chatbot
InterSystems IRIS MCP server
A server facilitating interaction and automation with InterSystems IRIS database using Model Context Protocol.
Developer Tools
Minimal Model Context Protocol (MCP) server and client for weather data
A Node.js/TypeScript MCP implementation to fetch weather alerts and forecasts over MCP protocol
Developer Tools
MaxCompute MCP Server
An MCP server for Alibaba Cloud MaxCompute that manages query execution, schema listing, and partition retrieval.
Developer Tools
Cloud Platforms
Model Context Protocol (MCP) Client
A Ruby client for MCP that enables integration of AI tools with external services via standardized protocols.
Developer Tools
AI Chatbot
Agentica iPoc
An MCP for automating AI agent workflows and integrating multiple AI tools seamlessly.
Developer Tools
AI Chatbot
RAG-Enhanced Chat Application
A chat app integrating local document knowledge with Ollama's phi4 model using Retrieval-Augmented Generation.
Developer Tools
AI Chatbot
Text Count MCP Server
Provides text counting tools for AI models, including character and word count functionalities for multiple languages.
Developer Tools
Model Context Protocol (MCP) Chat Client
A model-agnostic chat platform supporting multiple LLM providers and MCP integration with user API keys.
Developer Tools
AI Chatbot
Model-Context Playground
A Python-based tool for experimenting with MCP clients and servers through interactive playgrounds.
Developer Tools
Virtualization
Model Context Protocol (MCP) Client Demo
A demo project showcasing MCP client interactions, large language model calls, and custom tool calling features.
Developer Tools
AI Chatbot
CRIC物AgenceAI MCP Server
A server implementation supporting Model Context Protocol, integrating CRIC's industrial AI capabilities.
Knowledge And Memory
AI Chatbot
Model Context Protocol (MCP)
A protocol enabling AI models to integrate with various services like Gmail, Google Calendar, and image generation.
Developer Tools
AI Chatbot
MCP Server
A server framework for managing MCP services, enabling API invocation and protocol compliance.
Developer Tools
Security
Model Context Protocol (MCP) Client CLI
A command-line tool to interact with MCP-compatible servers using language models efficiently.
Developer Tools
Virtualization
Model Context Protocol (MCP) server for Playwright tests
Automates Playwright testing by fetching code, generating test cases, executing UI and API tests, and reporting results.
Developer Tools
Browser Automation
Streamable MCP Client
Enables real-time streaming of MCP notifications and messages during active tool sessions for enhanced monitoring.
Developer Tools
Monitoring
coreshub-mcp-server
A server managing MCPs for CoreShub, enabling easy deployment and interaction with various machine computing tasks.
Developer Tools
Cloud Platforms
Model Context Protocol (MCP) for Emacs
Emacs-based MCP client enabling structured communication, resource management, and server control with extensible features.
Developer Tools
AI Chatbot
Code Index MCP
A Model Context Protocol server for code indexing, searching, and analyzing code repositories efficiently.
Developer Tools
AI Chatbot
MCP Client Chatbot
A versatile local AI chat interface supporting multiple AI providers and external tool integrations.
Developer Tools
AI Chatbot
mcp-servers
A collection of MCP servers for various applications, mainly developed in Python, for integration and automation.
Developer Tools
Cloud Platforms
McpClientServerDemo
A MCP server and client setup demonstrating YouTube subtitles, Yahoo Finance, Airbnb, Hacker News, and calculator MCPs.
Developer Tools
Official Servers
MCP Server for Documentation Search
Lightweight MCP server enabling LLMs to dynamically search and retrieve up-to-date AI library documentation.
Developer Tools
Knowledge And Memory
OpenAI Agent Playground - Client
React-based client for testing OpenAI Agents, executing tools, and exploring agent capabilities interactively.
Developer Tools
AI Chatbot
TinyMan MCP Server
A Model Context Protocol (MCP) implementation for interacting with Tinyman on the Algorand blockchain.
Developer Tools
Finance
MCP-Client-Demo
A web-based demo for MCP client showcasing core functionalities and user interactions.
Developer Tools
Communication
Offensive MCP Servers List
A comprehensive list compiling various public offensive Minecraft Protocol (MCP) servers, including tools and resources.
Developer Tools
Security
Relay
A client tool for Prism enabling integration with Model Context Protocol (MCP) servers for AI applications.
Developer Tools
AI Chatbot
Notebook execution MCP server
Enables progressive execution of code notebooks with retained variables for dynamic analysis and debugging.
Developer Tools
AI Chatbot
browser-console-mcp
Enables Cursor's AI to interact with web pages via MCP, performing actions like getting HTML, clicking, and inputting text.
Developer Tools
Browser Automation
costnorm_mcp_server
A Python-based server for managing and processing cost normalization computations across multiple clients.
Developer Tools
Knowledge And Memory
mcp-client
Follow quickstart from modelcontextprotocol.io to build an MCP client for modular communication and integration.
Developer Tools
Knowledge And Memory
ClickHouse Readonly MCP
A read-only ClickHouse server ensuring safe AI usage with query validation and multiple connection support.
Developer Tools
Databases
Email Client MCP
A modular MCP for sending and receiving emails, enabling LLM agents to automate email communication tasks.
Developer Tools
Communication
Model Context Protocol Hub
Connects clients with intelligent AI agents for cross-platform communication in multiple MCP ecosystems.
Developer Tools
AI Chatbot
MCP Client for OpenAI Agents SDK
A flexible MCP client enabling dynamic configuration, agent orchestration, and scalability for complex workflows.
Developer Tools
AI Chatbot
Model Context Protocol (MCP) Server for Blockchain Data
Enables AI agents to access structured, multi-chain blockchain data via Nodit's Web3 APIs with zero blockchain-specific logic.
Developer Tools
go-sui-mcp
A management control plane server for Sui blockchain providing REST APIs to interact with local Sui client commands.
Developer Tools
yunxin-mcp-server
A server platform that manages IM/RTC functions and data communication for Yunxin IM services.
Developer Tools
Monitoring
Ultimate MCP Client
A comprehensive, asynchronous client for MCP that connects AI models with external tools and servers efficiently.
Developer Tools
AI Chatbot
Model Context Protocol server for OpenStreetMap APIs
A server implementing MCP for efficient synchronization of OpenStreetMap data updates.
Developer Tools
Os Automation
mcp_client_proxy
A FastAPI-based proxy service for MCP servers, providing standardized interfaces through Docker and HTTP adapters.
Developer Tools
Os Automation
User Management System
A user management system built with FastAPI using CSV storage, supporting CRUD and batch operations.
Developer Tools
Model Context Protocol (MCP) with FastMCP and LangChain
A local MCP server and client setup using FastMCP and LangChain for AI tool integration.
Developer Tools
AI Chatbot
SmartCityMCP
Provides real-time traffic, air quality, weather, and bike-sharing data for Valencia city in a unified platform.
Monitoring
Location Services
GitHub MCP Client
A command line chatbot integrating GitHub tasks using the Model Context Protocol (MCP) and Docker server.
Developer Tools
AI Chatbot
Joern MCP Server
A lightweight MCP server based on Joern for code review and security analysis automation.
Developer Tools
Security
Nuvio-MCP
A framework supporting Model Context Protocol (MCP) tools for quick development of AI Native IDE products.
Developer Tools
AI Chatbot
newsnow-mcp-server
An MCP server that aggregates news from 40+ sources for real-time updates and distribution.
Developer Tools
Knowledge And Memory
mcp_client_7ex
An Electron React-based MCP client example integrating LLMs like Gemini and Vercel AI SDK for platform communication.
Developer Tools
AI Chatbot
Bing CN MCP Server
A server implementation for Model Context Protocol (MCP) supporting Chinese Bing search results and webpage fetching.
Developer Tools
AI Chatbot
XCF Xcode MCP Server
A Swift-based MCP server that integrates Xcode with AI IDEs like Cursor, enabling real-time coding assistance.
Developer Tools
AI Chatbot
MCP Server for Autodesk ShotGrid
Enables programmatic interaction with Autodesk ShotGrid via MCP server integrating REST API for querying assets, projects, and tasks.
Developer Tools
Cloud Platforms
Supabase MCP Client React App with Tambo
A React application demonstrating integration with Supabase via MCP tools and Tambo for UI component registration.
Developer Tools
Cloud Platforms
Model Context Protocol Servers from FeedMob
Provides structured data and context to AI models for specific domains like advertising and marketing.
Developer Tools
MCP Client with Brave Search
A MCP client integrating Brave Search API for web searches, utilizing MCP protocol for efficient communication.
Developer Tools
Browser Automation
Model Context Protocol (MCP) Server for Umbraco
A protocol server enabling seamless communication between Umbraco CMS and external applications.
Developer Tools
NOL (Next.js Open Router Language)
NOL integrates LangChain and Open Router to create a multi-client MCP server using Next.js
Developer Tools
AI Chatbot
Firebolt MCP Server
Connects LLMs to Firebolt Data Warehouse for autonomous querying, data access, and insight generation.
Developer Tools
Databases
mcp-client
A client framework for connecting AI agents to MCP servers, enabling tool discovery and integration.
Developer Tools
AI Chatbot
Spring Link
Spring Link facilitates linking and managing multiple Spring Boot applications efficiently within a unified environment.
Developer Tools
Cloud Platforms
Open Multiple Model MCP Client
An open-source client to interact with multiple MCP servers, enabling seamless tool access for Claude.
Developer Tools
AI Chatbot
Model Context Protocol (MCP) Server for Etherscan
A dynamic MCP server facilitating interaction with Etherscan's API for blockchain data retrieval.
Developer Tools
Cloud Platforms
MCP client for Ollama
A TypeScript-based MCP client designed to interface with Ollama and Qwen3 models for testing purposes.
Developer Tools
AI Chatbot
Production-ready Model Context Protocol (MCP) servers
Provides MCP servers in Python, Go, and Rust for seamless AI tool integration in VS Code.
Developer Tools
AI Chatbot
MCPPythonClient
A Python client for connecting, interacting with MCP servers, and processing LLM-based queries efficiently.
Developer Tools
AI Chatbot
Model Context Protocol (MCP) Server
Implements MCP server supporting multiple agent frameworks for seamless agent communication and coordination.
Developer Tools
AI Chatbot
Gemini MCP Desktop Client
A desktop app integrating MCP servers and Google's Gemini API for fast, cross-platform data interactions and LLM chat.
Developer Tools
AI Chatbot
MCP Claude Hacker News
Enables Claude Desktop to interact with Hacker News for fetching news, comments, and user data via MCP protocol.
Developer Tools
AI Chatbot
Learning MCP Servers and Clients in Python and TypeScript SDK
An educational project demonstrating MCP server and client implementation using Python and TypeScript SDKs.
Developer Tools
Knowledge And Memory
Codacy MCP Server
A server that provides access to repositories, code quality analysis, security, and coverage metrics via API.
Developer Tools
Security
Azure Container Apps - AI & MCP Playground
Demo project showcasing MCP protocol integration with Azure OpenAI for seamless AI application interactions.
Developer Tools
Cloud Platforms
Prometheus MCP Server
A simplified Prometheus MCP server for collecting and exposing metrics and monitoring data.
Developer Tools
Monitoring
MCP-Client-Server
A client-server MCP implemented in JavaScript for specific communication and data exchange tasks.
Developer Tools
Os Automation
MCP Server Chart
A TypeScript-based MCP server that generates various charts like bar, line, pie, and radar through MCP tools.
Developer Tools
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