MCP Clients

Open source ChatGPT alternative that runs 100% offline on your computer with local AI models like Llama3, Gemma, and Mistral, while also supporting cloud AI providers when needed.

A library that enables you to run powerful agents in a few lines of code.

Control your computer using natural language through Vision-Language Models with an Electron-based desktop application that automates browser and desktop interactions.

Connects Discord and Slack to multiple MCP servers simultaneously, enabling AI assistant interactions through familiar messaging platforms with support for streaming responses and tool calls.

Integrates MCP server capabilities into n8n workflows, enabling AI model interactions and external tool execution for automated data processing and content generation.

Integrate MCP server capabilities into runnable AI scripts.

Hugging Face client for interacting with MCP servers, providing CLI agent capabilities with filesystem and Playwright integration across multiple transport types.

Chat with Ollama via CLI.

Command-line interface tool that provides context-aware completions and suggestions directly in the terminal, integrating with various shells and desktop environments across Linux, macOS, and Windows.

Chat with LLM's via CLI.

Desktop application for working with AI models.

AI agent desktop application. Open source.

Neovim plugin for managing multiple MCP servers directly within your editor, enabling seamless AI-assisted development workflows.

Git-integrated client that enables reading, writing, and editing files in local repositories with automatic version control through structured commands and configurable project settings.

Chat with LLM's via CLI. Built in Go.

Agent Development Kit designed to be a simple yet powerful platform for creating and executing LLM-based agents.

Enable small on-device models to collaborate with frontier models in the cloud

Command-line tool for discovering, installing, configuring, and sharing MCP servers across multiple AI clients with unified profile-based access control.

Clean, feature-rich chat interface for multiple AI models with persistent history, theme customization, and tool invocation capabilities through connected MCP servers.

VSCode extension that connects to MCP-compatible language models, providing a user interface for managing connections, sending prompts, and visualizing responses with full context sharing and tool usage support.

Linter and fixer for Protocol Buffer files that enforces style conventions with customizable rules, cross-platform support, and CI/CD integration.

Chat with LLM's via CLI.

Command center for controlling computers and services with natural language, connecting to multiple LLM providers and MCP servers through both CLI and web interfaces for tasks from file operations to web browsing.

FastAPI platform for creating and managing AI agents with support for various agent types, agent-to-agent communication, custom tools integration, and folder-based organization.

Invoke MCP servers directly from GNU Emacs.

Cybersecurity assistant that integrates with penetration testing tools like Nmap, Metasploit, FFUF, and SQLMap to help users perform security tasks through natural language interaction.

TypeScript runtime and CLI for unified management of multiple MCP servers with OAuth, environment variable resolution, and automatic imports from popular AI tools

VSCode extension that integrates MCP servers with GitHub Copilot Chat, enabling server management and enhanced AI-assisted coding capabilities.

Provides a bridge between Xiaohongshu (Little Red Book) social media platform and conversational interfaces, enabling note searching, content retrieval, user information access, and comment management through authenticated API interactions.

Elixir-based MCP client with multiple transport options, built-in connection supervision, and progress notification support for high-performance, fault-tolerant model interactions.

Demo implementation. Connect to SSE-based MCP servers.

Security scanner that discovers and analyzes MCP servers across multiple transport protocols, evaluating tools, prompts, and resources for potential vulnerabilities and malicious content using customizable NOVA security rules and LLM-based semantic analysis.

Integrates LangChain.js with MCP servers using stdio and SSE transports, enabling seamless tool integration for AI applications.

Demo implementation. Chat with LLM's via CLI. Built in Python.

Multi-agent framework that provides autonomous web browsing and API interaction capabilities through specialized agents for task decomposition, browser automation, and code generation with support for multiple LLM providers and secure Docker sandbox execution.

Desktop application for interacting with local language models through Ollama, featuring a modular architecture with memory capabilities and tool integration via MCP servers.

CLI tool for interacting with markdown processing tools through an OpenAI-powered conversational interface, enabling file reading and writing with configurable server connections.

Universal MCP client that connects to multiple servers through various transport protocols, featuring intelligent tool routing and support for multiple LLM providers.

Chat with LLMs via CLI.

Desktop UI automation SDK for macOS that enables finding, inspecting, and controlling UI elements across applications through accessibility APIs.

Orchestrates specialized trading analysis agents to generate financial reports on Chinese stocks using real-time market data and automated workflows.

Chat with LLM's via CLI.

Python-based client for connecting to multiple MCP servers with WebSocket streaming, conversation branching, and comprehensive caching for building complex AI agents that interact with distributed capabilities.

CLI tool that automatically detects and configures MCP servers across multiple AI clients, eliminating the need for manual JSON editing.

Captures and records Lark (Feishu) messaging platform conversations through WebSocket connections, decrypting protobuf messages and storing them in MySQL with OpenAI-compatible API integration.

Enables Dify AI applications to leverage external tools through server-sent events, supporting both ReAct and function calling agent strategies for real-time interactions.

Visual workflow builder for creating and managing agent-based systems with drag-and-drop interface, model configuration, and real-time execution monitoring.

Real estate data extraction system that uses CrewAI agents to scrape property listings from websites like Zillow through Bright Data integration, returning structured JSON with address, price, bedrooms, bathrooms, and square footage for automated property data collection.

Python client that integrates DrissionPage with web automation capabilities for browser control and element interaction.

Electron-based desktop application that connects Google's Gemini models to multiple MCP servers, enabling enhanced AI interactions with specialized tools through a configurable chat interface.

Vue-based chat interface for interacting with AI models, featuring a clean UI with components for chat history, message display, input controls, and model settings.

Recipe management tool that fetches, categorizes, and recommends meals based on ingredients and user preferences.

Security scanner for MCP servers that analyzes tools, resources, and prompts for vulnerabilities including path traversal, command injection, SQL injection, prompt injection, and secret leakage using static analysis and detection.

Flutter-based chat application with a clean UI that connects to various AI models through MCP servers, featuring multi-language support, theme customization, and plugin integration for enhanced conversations.

CLI tool for searching, retrieving, and exporting documentation from programming libraries and frameworks with fuzzy matching, local caching, and batch operations.

Connects Ollama-hosted LLMs to MCP servers, enabling Git operations, shell commands, and external tool usage through an interactive command-line interface.

VS Code extension that enables interactive conversations with any LLM directly in markdown files, supporting tool integration, image sharing, and file attachments.

Demo implementation. Using Gradio for an SSE+stdio-compatible UI.

Minimalist framework for building LLM-powered agents that use external tools through Python or JavaScript servers with Qwen2.5-Coder-32B-Instruct model.

Chat with LLMs via a multi-provider desktop application for Windows, Mac, and Linux with local history storage and MCP tool integration.

Intelligent MCP router and web-based client that aggregates multiple MCP servers through a unified proxy interface, enabling seamless access to distributed tools and resources via conversational chat with automatic discovery and session management.

Secure client for quantum-safe communication with AI compute providers using post-quantum cryptography for key exchange and signatures.

Chat with LLM's via CLI or REST API. Leverages LangChain.

Unified language model host service that standardizes interactions with various AI providers while offering conversation management, persistent storage, and multi-threaded capabilities through HTTP API and WebSocket support.

Integrates MCP endpoint tools, particularly Brave Search, into a Langgraph-based workflow for complex AI-driven tasks.

WebSocket bridge connecting Home Assistant to Xiaozhi AI for smart home automation with AI capabilities, featuring reliable reconnection and comprehensive error handling.

Integrates with Nvidia NIM or Ollama to provide an interactive chat interface for executing real-time external tools, retrieving data, and performing actions via LLMs.

Integrates with ThingsPanel IoT platform for device management, data retrieval, and visualization of IoT telemetry through a Python interface.

Bridges LangChain Go tools with MCP servers, enabling seamless discovery and use of external tools within LangChain Go applications.

CLI tool that transforms any MCP server into a first-class command-line application with automatic tool discovery, parameter parsing, and configurable output formatting.

Enterprise gateway providing centralized management, authentication, and access control for multiple MCP servers with admin dashboard and session isolation.

Swift package for iOS and macOS that enables native API integration with built-in HealthKit support, allowing applications to expose capabilities like step counting to AI assistants.

Git-based chat interface for testing and interacting with multiple AI models, featuring a tree-based conversation history for navigating between different response paths.

Bridges Unity game engine with AI systems, enabling real-time scene manipulation, GameObject creation, script editing, and asset handling without requiring direct Unity Editor coding.

Enables AI to search and retrieve information from knowledge bases using AWS Bedrock and OpenSearch for context-aware responses based on specific document collections.

Flutter-based desktop chat application that manages multiple MCP server connections simultaneously while maintaining a single conversation thread with Gemini AI.

Integrates Dify's AI application development platform with MCP-compatible systems, enabling seamless use of Dify's AI features within existing MCP-enabled applications and tools.

Demo implementation. Laravel code as a client powered by Anthropic API calls.

Sales operations automation platform using MCP code execution pattern with on-demand tool discovery for Google Drive and Notion integration

Demo implementation. Connects to MCP servers using STDIO or SSE transport.

Desktop application for testing and debugging MCP implementations with support for multiple AI providers, server exploration, and tool visualization.

Bidirectional streaming voice chat client for Amazon Bedrock that enables real-time conversations with AI models through voice selection, custom prompts, and tool integration.

Web-based dashboard for managing chatbots and MCP server connections with real-time chat interfaces, tool call visualization, and session management.

Analyzes gold market data across multiple sources with technical indicators, order flow analysis, backtesting capabilities, and visualization tools to identify profitable trading opportunities.

Dynamic configuration manager for Claude Code that simplifies MCP server management through an interactive CLI interface with registry system, backup functionality, and the ability to toggle servers without manual JSON editing.

Integrates Mattermost with MCP servers, enabling command execution and tool management through chat channels.

Enables AI assistants to automate Chrome browser tasks like navigation, interaction with web elements, taking screenshots, and executing batch commands through a WebSocket connection to a browser extension.

Lightweight Python client for interacting with GitHub repositories using Langchain and Azure AI models, enabling AI-powered GitHub interactions through a React agent that can perform tasks like summarizing commits.

Web-based terminal interface for accessing command-line tools through xterm.js and socket.io with real-time communication capabilities.

Voice-enabled expense management agent that allows employees to create, update, delete, and query expenses through natural speech commands with synthesized voice responses.

Demo implementation. Chat with OpenAI via CLI using DSPy. Open Source.

Voice-enabled WhatsApp client that processes user voice commands through LiveKit, converting speech to text and responses back to voice for natural conversational interactions.

Spring-based chatbot application for Cloud Foundry that enables document upload and AI-powered conversations through service bindings to LLM models, agents, and extended memory capabilities.

Powerful desktop and command line client application for Mac, Windows, and Linux that leverages tool usage via MCP.

Specialized client for accessing and searching OI-Wiki content through vector embeddings, enabling efficient retrieval of competitive programming and algorithm information.

Connects a locally-hosted Osmosis-MCP-4B language model to external tools like Brave Search, Google Maps, AccuWeather, and a code interpreter through terminal or web interfaces.

Python framework enhancing Anthropic's Code Execution pattern with Skills system for 99.6% token reduction, multi-transport support, and secure container sandboxing.

TypeScript-based X.com automation client that executes Twitter actions like posting, commenting, following, and timeline analysis through Chrome browser automation with user confirmation prompts.

Slack bot that integrates with MCP servers to enable tool discovery, execution, and AI-powered interactions across channels and direct messages.

TypeScript library that connects AI agents to multiple MCP servers, automatically discovers and uses tools, and integrates with AI SDK for text generation with tool usage.

Enhances Roo Code with specialized autonomous coding agents that leverage Nostr integration and domain-specific context for complex projects

Flutter-based modular client for connecting AI assistants with external tools, featuring clean architecture and Google's Generative AI integration for Flutter applications.

Terminal-based interface for inspecting and interacting with MCP servers via STDIO, TCP, or HTTP transports with dynamic form generation, real-time notifications, and comprehensive debugging capabilities.

Chat with LLMs via a user-friendly frontend built with Vite, React, and TypeScript, integrating with MCP-Kit for enhanced AI capabilities.

Command-line tool for managing persistent MCP servers that run continuously in the background, enabling successive tool calls and prompt interactions through the same server instance without respawning processes.

Browser-based client that runs MCP servers directly in WebContainers with local model execution, providing a complete dashboard for server management, tool testing, and chat interactions without requiring local installations.

Chrome extension that provides a sidepanel interface for interacting with multiple AI models while browsing any website, featuring conversation history management and tool integration.

Demo implementation. Connects to MCP servers using SSE transport.

CLI tool for interacting directly with MCP servers via stdio or SSE, enabling fine-grained exploration of Tools, Resources, and Prompts.

Token-efficient CLI for MCP servers with batch operations, OAuth, and auto config imports from popular AI IDEs

Visual app builder that transforms MCP server tools into interactive mini-apps through a three-step workflow of importing tools, designing custom widget UIs, and deploying standalone applications.

Chat with Claude for macOS.

Enables AI assistants to generate images through ComfyUI's API by loading, modifying, and executing workflows with customizable parameters.

Command-line research assistant that connects Claude to arXiv for querying academic papers and processing research content through multiple specialized servers.

Security scanner that analyzes MCP server configurations across multiple AI development tools, detecting exposed secrets, malicious servers, and policy violations through entropy analysis and reputation assessment with a terminal UI for real-time auditing.

Integrates CrewAI, enabling seamless interaction between AI agents and external tools for enhanced workflows.

Demonstrates the use of LangGraph to create workflows for generating AI image prompts and images based on given topics, with human-in-the-loop interactions.

Integrates Dify's AI application development platform with MCP function call capabilities, enabling seamless connection to single or multiple MCP servers with configurable connection parameters.

Universal Mistral AI adapter enabling dynamic tool registration and conversation management across multiple server configurations via CLI and programmatic interfaces.

Python client for connecting to multiple MCP server types (SSE, NPX, UV) with a unified interface for server selection, connection management, and tool execution via OpenAI's API.

Bridges llama-server with MCP-compatible tool servers, enabling local LLMs to access external tools like web search, filesystem, and web browsing while maintaining streaming support.

FastAPI-based web interface for embedding conversational data analysis capabilities directly into Tableau dashboards with real-time chat functionality and workbook synchronization

Command-line tool for managing multiple MCP server connections simultaneously, enabling interactive chat sessions with AI models that can leverage tools from any connected server.

Web-based interface for testing and debugging MCP servers, featuring real-time chat integration with Claude that automatically utilizes available tools through a bridge server architecture.

Multi-agent orchestration platform that enables autonomous AI agents to collaborate through web dashboard deployment and management across different LLM providers with specialized monitors, persistent message queuing, and coordinated workflows for building collaborative development teams and task management systems.

Python-based client for interacting with multiple LLM providers via CLI or web API, supporting external tool integration with robust error handling and reconnection capabilities.

Multi-agent QA automation framework integrating Playwright browser testing, REST API validation, and Excel data handling for end-to-end test workflows.

Demo implementation. Integrates MCP servers with LangChain's ReAct agents.

Python-based framework for building AI agents that connect to MCP servers, discover available tools, and orchestrate conversations with LLM providers like Groq.

Integrates Feishu (Lark) messaging platform with AI models, allowing users to interact with Claude and OpenAI directly through chat interfaces without leaving their workplace collaboration environment.

VS Code extension that embeds MCP server frontends directly within the editor, automatically discovering and connecting to servers from configuration files across multiple development environments.

Fast, lightweight testing tool that serves as Postman for MCP servers with OAuth 2.1 support, Node.js backend relay architecture, and smart auto-reconnect functionality for development, debugging, and API testing workflows.

Demo implementation. LangChain's ReAct Agent code to integrate with MCP servers.

Demonstrates MCP in a Rails application.

FastAPI-based client for interacting with multiple MCP servers.

Desktop application for managing AI conversations, MCP servers, and vaults using Electron and React, with multi-provider support and configurable server connections.

Integrates with Coolify infrastructure to enable comprehensive management operations through n8n workflows with AI-assisted parameter filling for server administration, deployment, and security tasks.

Python framework for building asynchronous AI agents with modular components for ReAct patterns, multi-agent teams, and tool integration via local and remote connections.

Django-based orchestration tool for managing Swarm agents through CLI and API interfaces, providing containerized environments with LLM integration, blueprint functionality, and deployment options for various environments.

Demo implementation. Integrates MCP servers with LangChain's ReAct agents.

Spring Boot agent system with React-style architecture that combines RAG document retrieval, multimodal processing, and tool execution through a Vue.js frontend for educational assistance and research automation.

Intelligent agent framework that dynamically connects to multiple MCP servers, automatically discovers and installs tools from GitHub repositories, and orchestrates complex workflows using episodic memory and reasoning-action-observation loops across various LLM providers.

Official client for Buildable's development platform that provides project context retrieval, task management, execution tracking, and discussion creation for automated development workflows.

Full-stack web application for conversational AI interactions with real-time WebSocket communication, chart generation, Google authentication, and mathematical calculation tools built with React/TypeScript frontend and Express/Node.js backend.

Routing proxy that enables discovery and execution of tools across multiple MCP servers through a unified HTTP API with intelligent semantic matching and Redis-based queue processing.

Provides tool calling support for Pydantic AI, enabling seamless integration with external tools by creating a `ClientSession` and retrieving tool instances for direct use with an agent.

CLI tool that bridges AI agents with MCP endpoints, enabling tool discovery and execution through a consistent interface.

Provides a visual interface for API management with automatic response visualization, form-based interactions, and Swagger/OpenAPI integration for streamlined API exploration and data rendering.

Java-based Spring framework for integrating Model Context Protocol with applications, supporting both synchronous and asynchronous clients with custom tool callbacks and streaming response handling.

Connects Home Assistant to Xiaozhi's service for integrating AI capabilities with smart home automation through a WebSocket connection with automatic reconnection.

Multi-agent workflow platform that combines visual workflow design with autonomous agent execution, supporting browser automation, code execution, file operations, database queries, and API calls across multiple LLM providers with both local and sandboxed execution environments.

Bridges Apple's FoundationModels framework with MCP servers, enabling on-device AI models in macOS 26.0+ to dynamically discover and execute external tools through automatic schema conversion and process management for both HTTP and stdio connections.

Demo implementation. Built in Rust.

Demo implementation. Exhibits using web workers and SSE as an MCP client.

React-based chat interface for interacting with MCP servers, featuring a spreadsheet editor and natural language data manipulation with support for both stdio and SSE transport methods.

TypeScript-based client for downloading files from MCP-compatible servers with proper error handling and type safety in Node.js environments.

Provides a Docker-based SQLite database interaction server that enables natural language querying and exploration using Chainlit and Azure OpenAI's language model.

Web application for creating and manipulating 3D scenes in Blender through natural language descriptions processed by Gemini AI.

Enables natural language interaction with qBittorrent for managing torrents through commands that connect to the client, process queries, and execute appropriate operations.

Python-based framework that orchestrates multiple MCP tool servers with smolagents and LiteLLM, enabling developers to build conversational agents that automatically discover and execute tools from connected servers through terminal interactions.

Web client for interacting with Algolia MCP servers and multiple LLMs through a responsive chat interface with prompt templates, markdown rendering, chart visualization, and persistent history.

Minimalist terminal coding assistant with LangGraph, Claude Sonnet 4.5, and optional MCP server integration

Raycast extension that enables seamless integration of Model Context Protocol servers into the Raycast AI environment, providing automatic client creation and detection with minimal configuration.

Self-service airline reservation system combining OpenAI Agents SDK, Autogen extensions, and specialized agents for inquiry handling and seat booking through a Chainlit web interface.

FastAPI client for interacting with MCP servers via Server-Sent Events, providing session management and streaming response handling for real-time data processing.

Plugin for the LLM command-line tool that enables discovery, management, and execution of tools from MCP servers with automatic reconnection, tool caching, and native function integration.

Web playground for testing and experimenting with MCP servers through a clean interface that manages HTTP, SSE, and stdio connections with server inspection tools and keyboard shortcuts.

Browser-based debugging interface for testing and monitoring MCP servers with multi-connection support and interactive execution panels

Integrates with GitHub's API to enable natural language-driven repository management, code manipulation, and issue tracking for streamlined development workflows.

Chrome extension that captures browser context like console logs, network requests, and DOM elements to enhance developer workflows in Cursor IDE through a messaging protocol.

Chainlit-based interface that connects to documentation sources through dual operational modes: Agent Mode for code generation and Chat Mode for answering queries, powered by Google's Gemini models and LangGraph orchestration.

JavaScript library that enables component-level and page-level AI assistance in web development by injecting interactive controls that connect to backend services.

Enables interaction with QGIS geographic information systems for managing projects, layers, and maps through a plugin-based architecture with tools for spatial data manipulation and map rendering

Laravel framework for building AI agents with multiple LLM providers, tools/function calls, RAG capabilities, and chat history management.

Python client for interacting with Airbnb services through a command-line or Gradio web interface, enabling conversational agents to perform Airbnb-related tasks.

CLI tool for interacting with OpenAI's chat completion API while integrating external tools through configurable JSON settings, intelligent resource caching, and retry logic for prototyping AI applications with extended functionality.

Open-source customer service platform that creates and manages AI agents with business platform integrations through a Next.js dashboard, deployable chat widget, and multi-tenant architecture.

Web-based management interface for Claude Code authentication credentials and MCP configuration files with account management, environment variable configuration, and project-level editing capabilities.

Production-ready AWS DevOps automation agent that integrates Strands agents with Bedrock Agent Core and specialized MCP servers for cost optimization, security compliance, Infrastructure as Code analysis, and automated report generation across multi-account environments.

Bridges MaiBot chatbot framework with external tools and resources through the Model Context Protocol

Demo implementation. Chat with OpenAI via CLI. Uses SSE servers.

TypeScript-based client for interacting with the Arbitrum network, enabling blockchain operations like account queries, token management, and smart contract interactions.

Integrates with the Jira API to enable issue retrieval and comment access directly within coding environments.

Web-based chat interface for interacting with multiple language models, supporting persistent chat history, streaming responses, and external tool integration across providers like Ollama, Anthropic, OpenAI, and OpenRouter.

Streamlit-powered Jira integration tool that enables direct ticket management through command-line and web interfaces with built-in credential validation and server status checking.

Slack bot that connects to OpenAI agents and Yahoo Finance for fetching stock data and financial information through direct messages or channel mentions.

Connects Ollama-hosted local LLMs to MCP servers through both command-line and web interfaces, enabling enhanced local model capabilities with external tools and resources.

Generates SEO-optimized articles by scraping Google search results and competitor content, then using semantic analysis to create data-driven content based on top-performing pages in target keyword spaces.

Composable framework for building effective agents using reusable workflows with full MCP support, structured logging, token accounting, and optional Temporal-backed durable execution for production workloads.

HTTP client for connecting to MCP servers with streamable transport, enabling tool discovery and execution through JSON-RPC 2.0 protocol handling with multi-server support and comprehensive error management

Turn Claude into an agent to perform long-running workflows using MCP servers. Open source.

Integrates a reasoning and action agent with multiple MCP servers through a unified gateway, enabling dynamic tool discovery and utilization for diverse tasks.

Windows Forms application that integrates large language models with Microsoft's Semantic Kernel framework, providing tool functionality for GitHub, GitLab, and filesystem operations with configurable OpenAI model settings.

FastAPI-based server that manages multiple MCP servers through a JSON database, providing endpoints for server discovery, tool exploration, and invocation with support for local and cloud deployment.

Integrates n8n workflows with MCP servers, enabling AI model interactions and external tool execution for automated data processing and content generation.

Command-line tool for managing multiple MCP server implementations with capabilities to start, stop, monitor, and configure servers through robust logging, environment management, and security validation.

Firefox extension that bridges Claude's web interface with external tools through a WebSocket server, enabling tool access while maintaining conversation context.

Automates Figma design workflows for startup websites through component generation, templating, and style management via plugin interface and direct API access.

Discord bot that leverages Mastra's tools to provide intelligent assistance and documentation access through direct messages, slash commands, and threaded conversations

Go-based agent that connects to multiple LLM providers with modular architecture, configurable chat history, and token usage tracking, deployable as HTTP server or stdio application.

Integrates with Twitter to enable AI agents to search tweets, post content, and analyze news articles for fact-checking through specialized components for generating funny tweets and verifying news authenticity.

Chrome extension that captures browser data for AI code editors, enabling access to console logs, network requests, and screenshots for enhanced web development and debugging workflows.

Connects LLMs to Amap mapping services for address parsing, geocoding, and location-based capabilities through a FastAPI server component.

FastAPI-based framework for building multi-agent systems with supervisor architecture, where specialized agent crews collaborate through LangGraph workflow orchestration to accomplish complex tasks via PostgreSQL state management, OpenRouter API integration, and tool calling capabilities.

Terminal-based client for connecting to MCP servers via STDIO, HTTP, and SSE transports with interactive tabbed navigation for debugging tools, resources, and prompts.

CLI tool for interacting with Google's Gemini models on Vertex AI with automatic MCP server discovery, multi-transport support, and OAuth authentication for extending AI capabilities with external tools and data sources.

LangGraph-based Excel manipulation system that processes spreadsheet files through image recognition and provides tools for workbook creation, data manipulation, formula application, chart generation, and pivot table operations via a Next.js chat interface.

Integrates Baidu's Ernie model with weather querying capabilities through dialogue-based interactions, featuring intelligent query detection, city name translation, and contextual weather analysis for outdoor activities.

Multi-agent mobility prediction system that constructs graph representations from GPS trajectory data and uses specialized reflection agents to predict next positions, forecast future locations, and generate complete daily movement patterns through GraphRAG retrieval and confidence-weighted voting.

IRC chatbot that integrates multiple LLM providers with shell scripts and MCP servers for extensible functionality, featuring session management, IRC administration tools, and reasoning model support with visual feedback through IRC actions.

Ultra-low latency voice assistant with real-time audio processing, acoustic echo cancellation, and intelligent tooling through modular architecture supporting multiple AI providers with RAG-powered knowledge retrieval.

Universal CLI tool for managing MCP servers across multiple AI coding agents that solves token consumption problems by providing quick enable/disable functionality, interactive checkbox management, profile saving/loading, and token usage estimates to help developers optimize their context budget.

Centralized macOS routing system connecting multiple MCP servers through a single endpoint with workspace organization

Demo implementation. Connects to MCP servers using SSE transport.

Chat with LLM's via CLI. Open Source.

Chat with LLMs via CLI.

Chat with Claude via CLI, supporting interactive loops and context preservation for agentic behavior.

Python-based client for interacting with MCP servers via CLI or as a module, supporting local and remote connections for flexible development scenarios.

Web interface for browsing and integrating over 2,500 APIs and 8,000 prebuilt tools into MCP clients, featuring searchable directories, detailed documentation, and installation instructions.

Translates natural language into SQL operations for database interaction via Ollama-served language models, supporting multiple model types and database operations with flexible configuration options.

Analyzes GitHub pull requests and creates structured Notion pages with detailed code change reports for collaborative review and documentation.

Python client for connecting to MCP servers with Gemini-compatible function declarations, supporting both Streamlit and Chainlit interfaces for web application integration.

Task planning system that breaks down complex natural language requests into sequential tasks, enabling users to execute workflows across multiple server types like bash, file, and weather using language models.

Full-stack platform for creating, configuring, and managing multiple AI agents with centralized control through a Vue.js frontend and FastAPI backend.

Detects and analyzes 'gomamayo' Japanese wordplay patterns where consecutive morae share the same vowel, useful for language analysis and content creation.

Airbnb search client that processes natural language queries about accommodations and returns structured information on listings including property details, prices, locations, and ratings.

Task management system that connects to various platforms and helps users select the most suitable solution through a flexible interface with both CLI and API access.

Centralized management daemon for multiple MCP servers with REST API, automatic lifecycle management, and unified tool discovery and execution across all managed servers.

Command-line tool for interacting with multiple MCP servers via stdio, HTTP, and SSE transports with configurable JSON settings and PyInstaller support for standalone executables.

CLI tool for interacting with MCP servers via interactive terminal interface with TypeScript-based architecture and comprehensive development tooling.

Desktop GUI application for managing MCP servers across multiple AI applications with unified discovery, installation, configuration, and monitoring through a cross-platform interface that eliminates manual configuration file editing.

Web-based playground for testing and developing MCP implementations with client-side PostgreSQL functionality, memory management systems, and PWA capabilities for offline usage.

Integrates LiveKit AI agents with Tavus avatar sessions to create interactive video conversations that combine OpenAI's realtime model with visual avatars, connecting to MCP servers for dynamic tool capabilities during lifelike video calls for customer service, medical consultations, or interactive support scenarios.

Visual canvas tool for generating MCP servers from MySQL databases with drag-and-drop workflow design, natural language SQL query tools, and file resources.

Streamlit-based chat interface that connects local LLMs to Hugging Face research papers and DuckDuckGo web search through Docker-orchestrated MCP gateways for conversational research assistance.

Implements a RAG system using LlamaIndex, Gemini, and LanceDB for efficient document processing, embedding generation, and vector storage, enabling advanced information retrieval and querying capabilities.

Integrates with Story Protocol to guide users through content creation, IP asset minting, and social media announcement, utilizing LangGraph for workflow management and tools for multimedia generation and file handling.

Flexible client for interacting with diverse MCP servers, supporting filesystem, MySQL, DuckDuckGo, and fetch operations through a JSON-configurable interface.

LaunchBar action that dynamically loads server tools and uses Langchain with a configurable LLM (currently Grok-2) to automatically complete tasks based on user prompts.

Python client that fetches trending topics from Chinese social media platforms like Sina Weibo and Zhihu through a unified factory pattern interface.

Multi-agent framework with advanced memory systems, web research capabilities, blockchain integration, and social media connectivity for complex workflows requiring persistent memory and external tool integration.

Connects Ollama-hosted LLMs to MCP servers via Python, supporting stdio and SSE transports with tool discovery and execution capabilities.

CLI tool for interacting with Claude via multiple MCP servers, supporting real-time response streaming and rich terminal output with clear formatting.

Integrates n8n workflows with MCP servers through a lightweight bridge service, enabling seamless discovery and execution of tools from various sources like Todoist, Slack, and Brave Search for enhanced automation capabilities.

CLI tool for interacting with Groq LLM via a dynamic, multi-server chatbot that enables interactive conversations with tool-based execution capabilities.

TypeScript client for connecting to AWS Bedrock and MCP servers, enabling seamless integration with Claude and other Bedrock models through an event-based architecture for streaming responses.

RAG-enabled web application for exploring historical events through an interactive question-answering interface with specialized agents for contextually relevant information retrieval.

Web-based chat interface that connects to OpenAI's API with MCP tool functionality, displaying both AI responses and tool calls while maintaining conversation context across interactions.

Wellness tracking dashboard with Google OAuth authentication that provides comprehensive journaling, exercise, food, and sleep logging with data visualization and statistics through a responsive web interface.

Terminal chat utility for Ollama that enables conversational interactions with tool calling capabilities through MCP server integration.

Next.js chatbot that connects Home Assistant with conversational control and monitoring of smart home devices through natural language interactions with streaming responses and tool execution feedback.

Connects Google's Gemini models to dbt Cloud for querying business metrics and project metadata through natural language interactions.

ReAct-driven agent that performs GraphRAG over Neo4j databases, translating natural language queries to Cypher and generating movie recommendations with explainable provenance through interactive CLI discovery.

Desktop application for interacting with multiple AI providers (OpenAI, Anthropic, Gemini, DeepSeek, Qwen, Ollama) through a unified interface with conversation management, real-time tool execution, and comprehensive monitoring capabilities.

An MCP client that works inside of the browser.

Provides secure sandboxed execution across multiple runtimes (TypeScript, Python, JavaScript, Bash) with automatic MCP tool binding for code orchestration and workflow automation.

Automates newsletter-to-Twitter content transformation by reading articles from Google Drive and generating social media posts with scheduled publishing and character validation.

Terminal-based MCP manager that provides profile isolation and configuration management for Claude Code's MCP servers across multiple development contexts with automatic backup, restore functionality, and a Bubble Tea-powered interface for toggling servers and switching profiles.

Spring Boot auto-configuration library that bridges MCP servers with Spring AI applications, automatically converting external MCP tools into Spring AI ToolCallback instances through configurable SSE connections with reconnection capabilities.

Combines LangGraph state management with weather MCP tools to create an assistant that retrieves and compares weather conditions, atmospheric data, and air quality metrics across multiple locations using OpenRouter's GPT model.

React-based conversational AI interface with MCP tool integration and persistent session management

Multi-agent management system for enterprise operations orchestrating specialized agents across financial analysis, HR tracking, and operational knowledge management

Email assistant using Phi-4 local model for intelligent email processing and calendar management with Microsoft 365 integration.

CLI tool for interacting with multiple LLM providers, with dynamic tool exploration and interactive chat modes.

CLI tool for interacting directly with MCP servers.

Chat with LLM's via Groq.

Python client implementation for interactive chat with Claude 3.5 Sonnet.

Streamlit-based client for connecting to MCP servers, interacting with tools, and engaging in conversations with an AI assistant via the Anthropic API.

Enables interaction with multiple MCP-compatible servers, exposing their tools to a Pydantic agent powered by Claude for versatile AI-assisted tasks requiring external tool integration.

Enables Claude to interact with MCP servers, leveraging their tools for enhanced capabilities via a command-line interface supporting Python and JavaScript servers.

Integrates with weather data APIs to provide current conditions and forecasts for trip planning and outdoor event scheduling.

Integrates with the Invertir Online (IOL) API to enable real-time financial data retrieval, trade execution, and investment monitoring for automated trading strategies and portfolio management applications.

Performs mathematical calculations using natural language processing and basic arithmetic operations via OpenAI's GPT model.

Enables interaction with multiple MCP servers using Docker containers, integrating SQLite, PostgreSQL, and a fetch tool for natural language-driven tasks via the OpenAI API.

Quarkus-based agentic application that leverages LangChain4j to integrate Brave Search, Google Maps, Slack, and filesystem operations for performing complex tasks like finding restaurants, providing directions, and managing calendars.

Python-based testing client for MCP servers with chat interface, logging capabilities, and configuration options to bypass message limits.

Integrates with NASA APIs to enhance space-related conversations with real-time data from Astronomy Picture of the Day, Mars Rover photos, Near Earth Objects, and Earth imagery sources.

Automatically generates documentation for Claude's MCP configuration by monitoring file changes through CLI, web, or system tray interfaces.

CLI tool for interacting with multiple LLM providers and MCP-compatible servers, featuring conversation continuation, clipboard support, image analysis, and prompt templates.

Integrates with weatherapi.com to provide real-time weather conditions for any city through intelligent query detection using the FastMCP framework and Llama 3.1 model.

Python-based client for interacting with OpenAI's language models via WebSocket, supporting multiple MCP servers simultaneously with license key authentication and tool call processing.

Electron-based chat interface for connecting to MCP servers with OpenRouter.ai integration, supporting local and remote connections, tool calling, and conversation management.

Provides real-time weather data and forecasts for locations in Turkey through the OpenWeatherMap API with Turkish language support.

Command-line tool for testing MCP tools with interactive listing, manual parameter input, and Claude-assisted parameter generation for efficient developer debugging.

Web-based dashboard for managing MCP servers with a user-friendly interface for configuration, monitoring, and chat interactions powered by CopilotKit.

Chat with LLMs via a clean web interface built with Golang and Gin framework, featuring conversation history tracking and customizable model parameters.

WebRTC-based peer-to-peer client for direct browser-to-browser and Node.js connections with JSON-RPC messaging, supporting both stdio and HTTP/SSE transports.

Enables desktop automation and workflow execution through pyautogui for RPA tasks via configurable tool interfaces

WASI-based client for executing WebAssembly components with sandboxed capabilities via Wasmtime and JSON-RPC transport.

Enables natural language interaction with Kubernetes resources, allowing developers to manage clusters through conversational interfaces instead of complex kubectl commands.

Modular client for interacting with multiple LLM providers including OpenAI, Claude, DeepSeek, SiliconFlow, Ollama, and OpenRouter through a consistent interface.

Simple Python application for managing and generating AI summaries of notes stored in a local text file through the FastMCP framework.

TypeScript-based MCP client with both command-line and Electron UI interfaces for interacting with Google's Gemini and Ollama models, featuring task management, todo lists, and productivity tools.

FastAPI-based agent management system that orchestrates multiple AI agents with configurable LLM backends, dynamic tool discovery from MCP servers, and persistent conversation sessions through REST API endpoints.

Voice-enabled client that combines real-time web search via Firecrawl with Supabase database operations, enabling hands-free interaction through speech-to-text, natural language processing, and voice responses.

Conversational recipe management chatbot that connects to recipe servers for ingredient-based searching, recipe discovery, and cooking instruction retrieval through natural language interactions.

Streamlit-based web interface for interacting with browser automation tools through conversational chat powered by GPT-4, eliminating the need for command-line interaction.

Autonomous spacecraft navigation system that simulates orbital servicing missions through AirSim integration with Large Vision Models for real-time decision making across perception, approach, and fly-around operations.

Multi-agent Splunk client that converts natural language security analysis requests into SPL queries and executes them against Splunk environments using specialized AI agents for query generation, search execution, and data export through a Streamlit interface.

Client library for connecting to Sumatman AI's animation platform to create story animations through natural language requests without complex animation software.

Zero-dependency TypeScript client implementation that provides runtime-agnostic MCP connectivity with modular transport adapters, stateless/stateful operation separation, and comprehensive session management across browser and Node.js environments.

Streamlit-based web interface that connects LangChain's Deep Agents framework with internet search and file management tools for research assistance and multi-step reasoning tasks.

Automates structured learning path creation by generating day-wise curricula in Google Drive or Notion with corresponding YouTube playlists through an 8-step workflow that plans content, researches videos, and formats documentation.

Bridges Azure OpenAI with MCP servers using Azure AD authentication to enable AI assistants to dynamically discover and execute tools for enterprise automation workflows.

Combines AutoGen multi-agent framework with LangChain MCP adapters to provide automated CSV data analysis and visualization through a Streamlit web dashboard with interactive Chart.js visualizations and predictive modeling comparisons.

CLI tool for managing MCP servers and AI model workflows through Docker containerization with server registry management, real-time container monitoring, and graph-based task execution.

Integrates Mux video infrastructure with ComfyUI workflows for automated video processing, thumbnail generation, and streaming URL management using local AI models for content creation pipelines.

Unofficial CLI tool for managing MCP server configurations on mcpnest.dev via WebSocket connections, enabling automated configuration backups, batch updates, and deployment pipeline integration without manual web interface interaction.

Educational security testing framework that provides hands-on experience exploiting MCP server vulnerabilities through 10 progressive challenges ranging from basic prompt injection to multi-vector attacks.

Desktop application that creates a unified interface for managing and testing multiple MCP servers through different transport protocols with real-time monitoring and centralized configuration.

Containerized conversational assistant that combines FastAPI backend with Streamlit chat interface, connecting LLMs to external tools like Tavily search through Docker-orchestrated infrastructure.

Workflow management system that orchestrates multi-agent development tasks through role-based coordination, integrating with GitHub, browser automation, and testing services while supporting both CLI project management and MCP server modes for complex development workflows.

VS Code extension that provides centralized management of AWS MCP servers through grouped templates, individual server control, and workspace-specific environment variable configuration.

Bridges Unity game engine with AI systems, enabling real-time scene manipulation, GameObject creation, script editing, and asset handling without requiring direct Unity Editor coding.

Command-line AI chat application that integrates Claude with multiple MCP servers for development automation, providing interactive terminal interface with document referencing, command prompts, and tab completion for Git operations, filesystem management, and code analysis.

Go-based agent orchestration system that combines document management, semantic search, and GitHub integration with multi-LLM provider support for automated workflow execution and interactive agent management through a React frontend.

Command-line chat interface with document management using @-symbol references, slash commands with auto-completion, and built-in tool integrations for interactive AI conversations with contextual document retrieval.

Cross-platform desktop application that provides a graphical interface for testing and interacting with MCP servers through command-line and SSE connections with tool discovery, parameter validation, and real-time result viewing.

CLI tool that converts MCP servers into executable TypeScript libraries for programmatic function calls

Next.js chat application with multi-provider AI support, file attachments, and persistent threads

Travel planning system that integrates with Enuygun.com's flight and hotel APIs using multi-agent architecture to orchestrate trip planning, booking workflows, and itinerary generation through natural language processing.

Transforms MCP servers into importable Python libraries with automatic tool discovery, typed wrappers, and secure code execution to enable local data chaining and reduce token usage in agent workflows.

Customer support agent that integrates PostgreSQL and Redis to provide intelligent query routing between database lookups, cached responses, and generated replies with conversation memory and caching strategies.

CLI tool for inspecting MCP servers configured in Claude Code, enabling developers to list all configured servers across projects and examine their available tools and capabilities.

Desktop tray application that provides quick access to web search, GitHub repositories, screenshot capture, and file browsing through a unified interface.

Web-based interface for configuring and testing MCP server connections through a conversational chat interface with form-based setup, local storage persistence, and tool call visualization.

Matrix protocol development assistant with RAG capabilities using ChromaDB for specification queries, GitHub repository analysis, and homeserver health monitoring through a Streamlit interface.

Gemini CLI extension connecting to Render.com's cloud platform through their hosted endpoint for managing deployments and infrastructure

CLI tool for interacting directly with MCP servers.

Rust-based client for asynchronous communication with MCP servers.

Interactive AI interface with dual-display system: CLI for commands and always-on-top window for real-time output monitoring, featuring pause functionality, user input requests, and global shortcuts.

Provides a flexible bridge between AI assistants and various tools through a server connection, enabling interactive chat functionality and task automation using the OpenAI API.

Integrates with AWS services to manage resources like S3 buckets and Fargate deployments using AWS CLI or boto3, supporting multiple AWS profiles.

TypeScript project setup for building Node.js applications that interact with AI models, including configuration for TypeScript, package management, and version control.

Provides a bridge to a SQLite database in a Docker container, enabling natural language interactions for data analysis and information retrieval tasks.

CLI tool for interacting directly with MCP servers via stdio or SSE, enabling fine-grained exploration of Tools, Resources, and Prompts.

Chat with LLMs via web interface, enriching prompts with Brave Search and GitHub context before sending to OpenAI or Anthropic models.

Vue.js-based frontend for a health management system with integrated routing, UI components, and data visualization capabilities.

CLI tool for interacting directly with MCP servers via stdio or SSE, enabling fine-grained exploration of Tools, Resources, and Prompts.

Automates daily stock research by retrieving worst-performing stocks, conducting fundamental analysis using financial data sources, and generating weighted investment recommendations with detailed scoring across financial metrics.

Cursor IDE plugin that locally indexes and searches Apple Notes content using JXA, Lunr.js, and NeDB for advanced filtering capabilities.

Zsh-inspired chatbot GUI powered by Claude, providing an interactive terminal-like experience with command history, tab completion, and dynamic styling for direct interactions and optional tool integration.

Python client for connecting to MCP servers via SSE, enabling Claude to discover and execute tools through an interactive chat interface.

Coding assistant that processes natural language requests through intent detection and specialized functions, featuring self-awareness for code analysis, memory for storing snippets, and visual feedback during operations.

Python client for interacting with Autodesk Construction Cloud Issues API through natural language, enabling creation, search, and reporting of construction issues in multiple formats.

Automates hotel bookings with the Toyoko Inn reservation system using Playwright for website navigation, login, search, and reservation processes.

Next.js-based chat interface for Claude 3.5 Sonnet that enables dynamic tool discovery and execution via streaming interactions with authentication token support.

Next.js chatbot leveraging GPT-4o-mini and GroundX search to provide conversational interactions with retrieval-augmented generation and integrated tool calling capabilities.

Shell and coding agent that enables execution of shell commands, file manipulation, and code editing tasks through structured interfaces like BashCommand, FileEdit, and ContextSave.

Integrates multiple services like Slack, Google Drive, GitHub, and databases with LLMs through a Flask-based web dashboard that enables unified querying across external data sources.

Enables secure access to sensitive government information for Pydantic AI agents through Box integration, supporting policy analysis, compliance assessment, and document tracking capabilities.

Cross-platform Deno-based client for communicating with MCP servers via compiled binaries for macOS and Windows.

Python-based client that orchestrates tool selection and execution across multiple MCP servers using LangGraph, with support for both Chainlit and Streamlit interfaces.

VS Code extension that enhances the Coder agent with RAG capabilities, enabling natural language code search and context-aware assistance directly within your editor.

OpenAI-powered client that connects to MCP servers, discovers available tools, and enables real-time communication with various language models through OpenRouter integration.

CLI tool for interacting with multiple LLM providers including Claude, OpenAI, and Ollama, featuring a Tokyo Night-themed terminal UI with markdown rendering and tool integration capabilities.

Enables AI to solve complex mathematical problems by delegating calculations to a server with specialized functions for arithmetic, logarithms, trigonometry, and time-based projections.

CLI proxy that bridges AI assistants with Nullplatform's API, handling authentication, command execution, and response formatting using JSON-RPC 2.0.

Generates personalized ghost hunting tours with puzzles for Antwerp, Belgium using RAG to process location-specific content and create experiences based on user interests.

Web interface for managing server connections and interacting with tools through a configurable chat interface built with Next.js and CopilotKit.

Integrates with Google Vertex AI for text generation, structured data output, and image creation with configurable model parameters and search grounding capabilities

Integrates with Notion's API to create and manage content blocks, enabling dynamic page content creation and retrieval with support for various block types

Web-based interface that integrates Google Maps with Gemini through speech and text input for location viewing, place search, and turn-by-turn directions.

Test scripts demonstrating the Anthropic MCP Connector feature, which enables direct connection to remote MCP servers from the Messages API without a separate MCP client

Terminal-based client for connecting to MCP servers via STDIO, HTTP, and SSE transports with interactive tabbed navigation for debugging tools, resources, and prompts.

CLI tool for managing dbt data modeling projects locally with authentication, file management, git operations, and project synchronization for ReOrc cloud platform integration.

Universal web-based client that connects to multiple MCP servers simultaneously through an agentic chat interface, featuring FastAPI backend with LangGraph workflow orchestration and React frontend with real-time WebSocket communication for natural language interactions with your MCP server ecosystem.

Demo implementation. Standard IDE for showing what can be built with the Theia AI platform.

Chat with Claude standalone or via JetBrains plugin, with baked-in, quality-assured MCP capabilities.

AI agent launcher.

Elixir-based MCP client leveraging concurrency and fault tolerance with multiple transport options, automatic connection recovery, and progress tracking for long-running operations.

Control your AI stack from WhatsApp.

All-in-one AI chat client for Mac with built-in MCP support. It's native, fast and versatile.

Customizable browser assistant for peak professional productivity

Web-based client that integrates MCP through a simple chat interface, enabling assistance and automation without technical setup.

The agent that handles frontline customer support.

Provides a managed infrastructure for connecting language models to real-world capabilities through hosted servers with security auditing, credential storage, analytics, and multi-server stacking capabilities.

General purpose agent for builders.

Connects digital marketers' marketing & sales data from sources like Google Ads, Facebook Ads to Claude.

Desktop application that enables building prototypes and applications across any tech stack using natural language without writing code, featuring interactive chat mode for planning and autonomous build mode for local project execution.

Secure, govern, and monitor how data flows between agents and MCP servers.

Conversational operating system that integrates agents, apps, and automation tools through a unified chat interface.

Web application that provides user authentication and account management functionality for accessing QueryPie's data analysis platform with secure session management and client-side navigation.

Get real-time human help inside your IDE.

Unified AI workspace that provides access to multiple frontier models, persistent memory assistants, and integrated tools for web search, document analysis, code creation, and data visualization with team collaboration and voice interaction capabilities.

Multi-tenant MCP gateway that connects AI agents to 1000+ enterprise tools with built-in authentication, monitoring, and security, eliminating the need to host MCP servers locally while providing embeddable React components for white-labeled app stores.

Web-based chat interface that connects to multiple LLM providers with secure API key storage, customizable assistants, and MCP server integration for extended AI capabilities.

Activate MCP services (Gmail, Calendar, WordPress, etc.) and run browser automation workflows via a Chrome extension with importable sequences

Validate your remote MCP servers with a hosted web client designed specifically for Streamable HTTP.

An AI personal assistant that chats and acts.