Research And Data
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- A chat-based client that integrates and uses various MCP tools directly within a chat environment for enhanced productivity.
- A Docker image hosting multiple MCP servers accessible through a unified entry point with supergateway integration.
- A minimalistic MCP client with essential chat features, supporting multiple models and contextual interactions.
- A Model Context Protocol server for Eagle that manages data exchange between Eagle app and data sources.
- A server accessing League of Legends game data via the Live Client Data API, providing real-time in-game information.
- A Spring-based MCP server integrating AI capabilities for managing and processing Minecraft mod communication protocols.
- A Python client for managing multiple MCP servers with support for various transports and server types.
- A server connecting PatentSafe to retrieve documents via Lucene queries for patent data analysis.
- An Android-native MCP client enabling multiplayer connectivity for Minecraft Pocket Edition.
- Enables AI to manage Kubernetes applications by creating high-level modules, reducing misconfigurations and boosting deployment speed.
- A Python-based MCP server framework for exposing server capabilities to AI agents via structured requests.
- A server enabling seamless blockchain interactions for BNB Chain and EVM-compatible networks via AI and command prompts.
- 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.
- A server that enables MCP clients to connect, access tools, and interact via SSE transport in multi-tenant environment.
- A Python-based template for developing MCP servers with clear structure and essential functionalities.
- A C#/.NET client library enabling applications to communicate with MCP-compliant servers for tool discovery and execution.
- A server implementation connecting the Vestige API for DeFi analytics on the Algorand ecosystem.
- A TypeScript library enabling applications to discover, execute, and handle responses from MCP-compliant servers.
- This MCP agent efficiently utilizes MCP servers with the ReWOO pattern, optimizing token consumption and reasoning.
- A configurable MCP client/server enabling local control and remote management of custom Python and third-party MCP tools.
- A web-based tool for analyzing data from CSV and XML files using a custom Python environment.
- Enable LLM clients to interact with Substack's API for automations like creating posts and managing drafts.
- A server facilitating interaction and automation with InterSystems IRIS database using Model Context Protocol.
- A Node.js/TypeScript MCP implementation to fetch weather alerts and forecasts over MCP protocol
- An MCP server for Alibaba Cloud MaxCompute that manages query execution, schema listing, and partition retrieval.
- A Ruby client for MCP that enables integration of AI tools with external services via standardized protocols.
- An MCP for automating AI agent workflows and integrating multiple AI tools seamlessly.
- A chat app integrating local document knowledge with Ollama's phi4 model using Retrieval-Augmented Generation.
- Provides text counting tools for AI models, including character and word count functionalities for multiple languages.
- A model-agnostic chat platform supporting multiple LLM providers and MCP integration with user API keys.
- A Python-based tool for experimenting with MCP clients and servers through interactive playgrounds.
- 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.
- A server framework for managing MCP services, enabling API invocation and protocol compliance.
- A command-line tool to interact with MCP-compatible servers using language models efficiently.
- Automates Playwright testing by fetching code, generating test cases, executing UI and API tests, and reporting results.
- Enables real-time streaming of MCP notifications and messages during active tool sessions for enhanced monitoring.
- A server managing MCPs for CoreShub, enabling easy deployment and interaction with various machine computing tasks.
- Emacs-based MCP client enabling structured communication, resource management, and server control with extensible features.
- A Model Context Protocol server for code indexing, searching, and analyzing code repositories efficiently.
- A versatile local AI chat interface supporting multiple AI providers and external tool integrations.
- A collection of MCP servers for various applications, mainly developed in Python, for integration and automation.
- A MCP server and client setup demonstrating YouTube subtitles, Yahoo Finance, Airbnb, Hacker News, and calculator MCPs.
- Lightweight MCP server enabling LLMs to dynamically search and retrieve up-to-date AI library documentation.
- React-based client for testing OpenAI Agents, executing tools, and exploring agent capabilities interactively.
- A Model Context Protocol (MCP) implementation for interacting with Tinyman on the Algorand blockchain.
- A web-based demo for MCP client showcasing core functionalities and user interactions.
- A comprehensive list compiling various public offensive Minecraft Protocol (MCP) servers, including tools and resources.
- 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.
- Enables Cursor's AI to interact with web pages via MCP, performing actions like getting HTML, clicking, and inputting text.
- A Python-based server for managing and processing cost normalization computations across multiple clients.
- Follow quickstart from modelcontextprotocol.io to build an MCP client for modular communication and integration.
- A read-only ClickHouse server ensuring safe AI usage with query validation and multiple connection support.
- A modular MCP for sending and receiving emails, enabling LLM agents to automate email communication tasks.
- Connects clients with intelligent AI agents for cross-platform communication in multiple MCP ecosystems.
- A flexible MCP client enabling dynamic configuration, agent orchestration, and scalability for complex workflows.
- Enables AI agents to access structured, multi-chain blockchain data via Nodit's Web3 APIs with zero blockchain-specific logic.
- A management control plane server for Sui blockchain providing REST APIs to interact with local Sui client commands.
- A server platform that manages IM/RTC functions and data communication for Yunxin IM services.
- A comprehensive, asynchronous client for MCP that connects AI models with external tools and servers efficiently.
- A server implementing MCP for efficient synchronization of OpenStreetMap data updates.
- A FastAPI-based proxy service for MCP servers, providing standardized interfaces through Docker and HTTP adapters.
- A user management system built with FastAPI using CSV storage, supporting CRUD and batch operations.
- A local MCP server and client setup using FastMCP and LangChain for AI tool integration.
- Provides real-time traffic, air quality, weather, and bike-sharing data for Valencia city in a unified platform.
- A command line chatbot integrating GitHub tasks using the Model Context Protocol (MCP) and Docker server.
- A lightweight MCP server based on Joern for code review and security analysis automation.
- A framework supporting Model Context Protocol (MCP) tools for quick development of AI Native IDE products.
- An MCP server that aggregates news from 40+ sources for real-time updates and distribution.
- An Electron React-based MCP client example integrating LLMs like Gemini and Vercel AI SDK for platform communication.
- A server implementation for Model Context Protocol (MCP) supporting Chinese Bing search results and webpage fetching.
- A Swift-based MCP server that integrates Xcode with AI IDEs like Cursor, enabling real-time coding assistance.
- Enables programmatic interaction with Autodesk ShotGrid via MCP server integrating REST API for querying assets, projects, and tasks.
- A React application demonstrating integration with Supabase via MCP tools and Tambo for UI component registration.
- Provides structured data and context to AI models for specific domains like advertising and marketing.
- A MCP client integrating Brave Search API for web searches, utilizing MCP protocol for efficient communication.
- A protocol server enabling seamless communication between Umbraco CMS and external applications.
- NOL integrates LangChain and Open Router to create a multi-client MCP server using Next.js
- Connects LLMs to Firebolt Data Warehouse for autonomous querying, data access, and insight generation.
- A client framework for connecting AI agents to MCP servers, enabling tool discovery and integration.
- Spring Link facilitates linking and managing multiple Spring Boot applications efficiently within a unified environment.
- An open-source client to interact with multiple MCP servers, enabling seamless tool access for Claude.
- A dynamic MCP server facilitating interaction with Etherscan's API for blockchain data retrieval.
- A TypeScript-based MCP client designed to interface with Ollama and Qwen3 models for testing purposes.
- Provides MCP servers in Python, Go, and Rust for seamless AI tool integration in VS Code.
- A Python client for connecting, interacting with MCP servers, and processing LLM-based queries efficiently.
- Implements MCP server supporting multiple agent frameworks for seamless agent communication and coordination.
- A desktop app integrating MCP servers and Google's Gemini API for fast, cross-platform data interactions and LLM chat.
- Enables Claude Desktop to interact with Hacker News for fetching news, comments, and user data via MCP protocol.
- An educational project demonstrating MCP server and client implementation using Python and TypeScript SDKs.
- A server that provides access to repositories, code quality analysis, security, and coverage metrics via API.
- Demo project showcasing MCP protocol integration with Azure OpenAI for seamless AI application interactions.
- A simplified Prometheus MCP server for collecting and exposing metrics and monitoring data.
- A client-server MCP implemented in JavaScript for specific communication and data exchange tasks.
- A TypeScript-based MCP server that generates various charts like bar, line, pie, and radar through MCP tools.
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