A minimalistic MCP client with essential chat features, supporting multiple models and contextual interactions.

A Spring-based MCP server integrating AI capabilities for managing and processing Minecraft mod communication protocols.

A Python-based MCP server framework for exposing server capabilities to AI agents via structured requests.

Enables generation of lyrics, songs, and instrumental background music through interaction with powerful APIs.

Carlitos is a personal assistant MCP integrating Google Calendar, Gmail, Slack, Notion, Linear, and GitHub.

A reasoning server for MCPs that facilitates decision-making and strategy planning using Monte Carlo Tree Search (MCTS).

A Flutter-based app demonstrating MCP client integration for managing servers and AI chat interactions.

A server that enables AI image generation via MCP protocol, supporting multiple models and customizable parameters.

Enable LLM clients to interact with Substack's API for automations like creating posts and managing drafts.

A Python-based template for developing MCP servers with clear structure and essential functionalities.

A Ruby client for MCP that enables integration of AI tools with external services via standardized protocols.

This MCP agent efficiently utilizes MCP servers with the ReWOO pattern, optimizing token consumption and reasoning.

A chat app integrating local document knowledge with Ollama's phi4 model using Retrieval-Augmented Generation.

A web-based tool for analyzing data from CSV and XML files using a custom Python environment.

A model-agnostic chat platform supporting multiple LLM providers and MCP integration with user API keys.

An MCP for automating AI agent workflows and integrating multiple AI tools seamlessly.

A demo project showcasing MCP client interactions, large language model calls, and custom tool calling features.

A server implementation supporting Model Context Protocol, integrating CRIC's industrial AI capabilities.

A protocol enabling AI models to integrate with various services like Gmail, Google Calendar, and image generation.

An integrated server that enables quick TinyPNG image compression through Large Language Models (LLMs).

Emacs-based MCP client enabling structured communication, resource management, and server control with extensible features.

A server for managing and analyzing pull requests using the MCP framework, enhancing code review efficiency.

A versatile local AI chat interface supporting multiple AI providers and external tool integrations.

A Model Context Protocol server for code indexing, searching, and analyzing code repositories efficiently.

React-based client for testing OpenAI Agents, executing tools, and exploring agent capabilities interactively.

A Node.js and TypeScript-based MCP server enabling AI model communication in a serverless Azure environment.

A client tool for Prism enabling integration with Model Context Protocol (MCP) servers for AI applications.

Enables progressive execution of code notebooks with retained variables for dynamic analysis and debugging.

A simple MCP for integrating Anki with AI assistance for flashcard creation and study management.

Connects clients with intelligent AI agents for cross-platform communication in multiple MCP ecosystems.

A client facilitating function calling integrations with Huawei's functions SDK for efficient API interactions.

A server implementation for Model Context Protocol (MCP) supporting Chinese Bing search results and webpage fetching.

A flexible MCP client enabling dynamic configuration, agent orchestration, and scalability for complex workflows.

Provides MCP servers in Python, Go, and Rust for seamless AI tool integration in VS Code.

A comprehensive, asynchronous client for MCP that connects AI models with external tools and servers efficiently.

Implements MCP server supporting multiple agent frameworks for seamless agent communication and coordination.

A local MCP server and client setup using FastMCP and LangChain for AI tool integration.

Enables Claude Desktop to interact with Hacker News for fetching news, comments, and user data via MCP protocol.

A command line chatbot integrating GitHub tasks using the Model Context Protocol (MCP) and Docker server.

Integrates APIs, AI, and automation to enhance server and client functionalities dynamically.

A framework supporting Model Context Protocol (MCP) tools for quick development of AI Native IDE products.

Provides long-term memory for LLMs by storing and retrieving contextual information via MCP standards.

An Electron React-based MCP client example integrating LLMs like Gemini and Vercel AI SDK for platform communication.

An advanced clinical evidence analysis server supporting precision medicine and oncology research with flexible search options.

A Swift-based MCP server that integrates Xcode with AI IDEs like Cursor, enabling real-time coding assistance.

A platform collecting A2A agents, tools, servers, and clients for effective agent communication and collaboration.

A Spring-based chatbot for Cloud Foundry that integrates with AI services, MCP, and memGPT for advanced capabilities.

An AI agent controlling macOS using OS-level tools, compatible with MCP, facilitating system management via AI.

PHP client library enabling interaction with MCP servers via SSE, StdIO, or external processes.

A platform for managing and deploying autonomous agents, tools, servers, and clients for automation tasks.

NOL integrates LangChain and Open Router to create a multi-client MCP server using Next.js

Enables interaction with powerful Text to Speech and video generation APIs for multimedia content creation.

A client framework for connecting AI agents to MCP servers, enabling tool discovery and integration.

An MCP server providing API access to RedNote (XiaoHongShu, xhs) for seamless integration.

An open-source client to interact with multiple MCP servers, enabling seamless tool access for Claude.

An intelligent CAD control service that transforms natural language commands into CAD drawing operations across major CAD software.

A Next.js-based chat interface connecting to MCP servers with tool-calling and styled UI.

Enhances decision-making in multi-agent systems with sequential reasoning techniques for collaboration.

A TypeScript-based MCP client designed to interface with Ollama and Qwen3 models for testing purposes.

A server orchestrating Claude 3.7 instances in a quantum-inspired swarm for coherent ensemble responses.

A Python client for connecting, interacting with MCP servers, and processing LLM-based queries efficiently.

A2A Protocol enables secure communication and collaboration between AI agents using HTTP, JSON-RPC, and SSE.

A desktop app integrating MCP servers and Google's Gemini API for fast, cross-platform data interactions and LLM chat.

A server that enables programmatic creation and management of n8n workflows for AI assistants.

A versatile MCP client enabling interaction with MCP servers for LLMs and tool utilization.

A server that leverages AI and WhatsApp API to enhance messaging capabilities and automation.

A serverless MCP hosted in AWS Lambda that interacts with AWS Bedrock for AI model processing via API Gateway.

A sandbox environment for controlling ArduPilot drones using LLM integration for voice and command-based operations.

Acalytica MCP Client enables AI agents to interact with Acalytica's digital infrastructure platform through standardized protocols.

A service for generating high-quality images with customizable aspect ratio and parameters, integrated with Cursor MCP.

A fully-typed TypeScript client library for interacting with MCPVerse.org server and tools.

Simple MCP server enabling shell execution, local connectivity via Ngrok, and Docker-based Ubuntu24 container hosting.

A chat client enabling interaction with MCP servers and tools via WebSocket with a modern UI.

A Python template for building MCP servers to streamline AI-assisted development of MCP tools.

A Python client enabling connection to MCP servers for LLM agent tool integration via stdio and SSE protocols.

Provides up-to-date, version-specific documentation and code examples for LLMs and AI code editors.

A Python-based MCP client integrating Pydantic models with Chainlit for interactive interfaces.

An AI-powered MCP providing precise Bazi calculations, personality analysis, and destiny forecasting based on traditional Chinese metaphysics.

An integrated MCP client supporting resource testing, large model management, and project debugging for MCP servers.

A server integrating LINE Messaging API to connect AI Agents with LINE Official Accounts, enabling message exchange and user profile retrieval.

A protocol for discovering, connecting, and calling tools across various services using standardized interfaces.

A demo server illustrating how to interact with DeepSeek and utilize MCP tool calling capabilities.

Example project demonstrating how to implement MCP client with SwiftUI and Anthropic API.

Enables interaction with powerful text-to-speech, image, video generation APIs via MCP clients.

A client application framework integrating Langchain4j for Spring Boot to connect with AI MCP servers for seamless interactions.

A Unity plugin and server facilitating AI connections for Unity Editor, enabling LLM integration and automation.

Java-based Spring AI MCP for integrating large language models with Google Custom Search API.

A WebSocket-based MCP server that allows AI agents to control TouchDesigner projects dynamically.

A Python-based research agent that searches, saves links, and summarizes content using LLM.

A server for automating Zhihu article generation and posting using large models via Selenium and ChromeDriver.

A command-line client demonstrating how to connect Amazon Bedrock's Converse API with an external MCP server to enable tool use.

A server wrapper that connects Microsoft Copilot Studio agents via MCP for seamless integration and conversation management.

A simple MCP client for integrating with MCP server, supporting configuration of weather keys and large models.

Deebo is an autonomous debugging system that uses Model Context Protocol to test hypotheses and validate fixes.

A Python-based MCP client built with FastAPI to interact with MCP servers and display results dynamically.

Enables integration of Figma design data with coding agents for automated code generation and implementation.

Provides an Android-based MCP client with AI chat interface and device info retrieval capabilities.

A server for integrating and managing Harvest time-tracking data through API and command-line tools.

An enhanced MCP server for Perplexity AI enabling web search via API with detailed control parameters.

A modern MCP server that automates GNURadio flowgraph creation and integrates with AI and automation tools.