Research And Data for MCP

A chat-based client that integrates and uses various MCP tools directly within a chat environment for enhanced productivity.

A Model Context Protocol server for Eagle that manages data exchange between Eagle app and data sources.

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

A Docker image hosting multiple MCP servers accessible through a unified entry point with supergateway integration.

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

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

A Python-based tool for experimenting with MCP clients and servers through interactive playgrounds.

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

Automates Playwright testing by fetching code, generating test cases, executing UI and API tests, and reporting results.

A command-line tool to interact with MCP-compatible servers using language models efficiently.

A server framework for managing MCP services, enabling API invocation and protocol compliance.

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.

A server platform that manages IM/RTC functions and data communication for Yunxin IM services.

A management control plane server for Sui blockchain providing REST APIs to interact with local Sui client commands.

Enables AI agents to access structured, multi-chain blockchain data via Nodit's Web3 APIs with zero blockchain-specific logic.

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

A user management system built with FastAPI using CSV storage, supporting CRUD and batch operations.

A FastAPI-based proxy service for MCP servers, providing standardized interfaces through Docker and HTTP adapters.

A server implementing MCP for efficient synchronization of OpenStreetMap data updates.

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.

A dynamic MCP server facilitating interaction with Etherscan's API for blockchain data retrieval.

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

Spring Link facilitates linking and managing multiple Spring Boot applications efficiently within a unified environment.

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.

A server that provides access to repositories, code quality analysis, security, and coverage metrics via API.

An educational project demonstrating MCP server and client implementation using Python and TypeScript SDKs.

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

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.