A curated list of best practices for building MCP Servers and MCP Clients, focusing on security, deployment, and naming standards.

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

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

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

A server that manages airtime top-ups and transactions using Africa's Talking API for multiple African countries.

Enables advanced browser automation for viewport management, screenshot capture, and content extraction using TypeScript.

A minimal MCP server for managing employee travel requests, approvals, and history tracking via Claude Desktop.

A MCP server wrapper enabling full protocol utilization without tool limits or context overload.

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

A chatbot platform integrating llama-stack-client, Ollama, and MCP for testing and deployment of AI chat applications.

A Python client that connects to MCP servers using Ollama, supporting multi-server, dynamic models, and tools.

A CLI tool to manage multiple MCP server configurations, allowing seamless switching and automatic syncing.

A command-line tool that proxies MCP requests, enabling local clients like Claude Desktop to interact with remote MCP servers.

Revolutionizes server and client functionality by integrating APIs, AI, and automation with advanced model context protocol.

A server providing US weather alerts utilizing the NWS API, with an interactive client example.

An MCP server integrating Google's Gemini AI for code analysis, live search, and multi-format data processing.

A server providing weather alerts and forecasts via NWS API with TypeScript support.

Enables seamless connection to MCP servers, using LangChain LLMs and CLI interaction for dynamic workflows.

Exposes WeatherXM PRO APIs as MCP tools to access weather data, observations, and forecasts seamlessly.

A comprehensive Chinese resource page highlighting multiple MCP projects and tools for various applications.

A lightweight TypeScript client enabling AI models to connect with external tools and services via MCP.

A client connecting to MCP servers over SSE, providing a chat UI for testing and interacting with actors.

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

A memory MCP server utilizing a kanban board system for managing complex multi-session workflows with AI agents.

An MCP server for Alibaba Cloud MaxCompute that manages query execution, schema listing, and partition retrieval.

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

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

Lightweight MCP server enabling LLMs to dynamically search and retrieve up-to-date AI library documentation.

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

Provides real-time traffic, air quality, weather, and bike-sharing data for Valencia city in a unified platform.

Connects LLMs to Firebolt Data Warehouse for autonomous querying, data access, and insight generation.

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

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

A server that executes AppleScript commands, providing full control over macOS automations remotely.

A TypeScript-based MCP server that generates various charts like bar, line, pie, and radar through MCP tools.

A server setup enabling standardized exchange of model context information in digital services.

Securely run MCP servers without modifying configs by managing secrets safely through the launcher.

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

A GUI tool for managing MCP servers across clients with seamless toggling and real-time monitoring features.

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

AppDog generates MCP servers from OpenAPI specifications, streamlining API development and deployment.

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

A server that queries Solana transactions via natural language using the Solscan API, simplifying blockchain interactions.

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

MCP-Mem0 is a server for managing long-term agent memory using Mem0 with Python.

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

A curated collection of resources, guides, and tools for the MCP community, including servers, clients, and documentation.

A professional MCP server offering tools like Nmap, Dirbuster, Nikto, JtR, and more for penetration testing.

Provides secure, relative filesystem access for AI agents like Cline and Claude via Node.js server.

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

A set of MCP servers for Kali Linux that support reverse engineering, security testing, network analysis, and automation.

An MCP server for fetching URLs and YouTube video transcripts efficiently.

AI-powered tool for searching YouTube videos, retrieving transcripts, and semantic video content analysis without official API.

A command-line interface for interacting with MCP servers via stdio and HTTP transport, simplifying server communication.

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

A server that uses Playwright headless browser to fetch web page content efficiently and accurately.

A server enabling MCP clients like Claude Desktop or Cursor to perform Unity Editor actions efficiently.

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

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

A Spring Boot app exposing OWASP ZAP for automated security testing via MCP protocol.

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

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

Seamless integration server for Razorpay APIs enabling payment processing automation and AI interactions.

Provides programmatic access to Buildkite pipeline, build, job, and artifact data for integration tools.

A server to control movie playback using VLC via MCP clients with remote command capabilities.

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

A unified platform to manage and monitor multiple MCP servers with real-time status and protocol handling.

A Minecraft server management platform offering automated administration, plugin management, and server optimization tools.

A template for creating MCP servers in Node.js/TypeScript demonstrating notes management system functionalities.

A server implementation enabling AI assistants to access, search, and interact with Dev.to articles and user data.

A server enabling AI models to securely list and download files from AWS S3 buckets.

A high-performance MCP server in Go enabling AI assistants to interact with Trino's SQL engine via standardized protocols.

A directory platform for discovering and sharing MCP servers with detailed info, search, and submission features.

A suite of AWS MCP servers providing AWS documentation, cost analysis, and infrastructure management capabilities.

A TypeScript-based MCP server supporting email notifications via MCP protocol, with Docker deployment options.

A server controlling Minecraft characters with AI, enabling building, exploring, and interacting via natural language commands.

An MCP server enabling AI agents to control web browsers via browser-use with real-time VNC streaming.

A Node.js MCP server for reading, listing, and searching Excel files within specified directories.

An MCP server for editing Android preferences, enabling remote preference management via Node.js.

An MCP server integrating DeepSource for code quality analysis and issue management via AI assistants.

Java AI framework supporting full scenario application development with LLM, Function Call, RAG, Embedding, Flow, MCP Server, Client.

An express-based API and MCP server offering services for subtype.space with flexible deployment options.

Provides IP address and latitude/longitude based location queries using MCP protocol with TypeScript implementation.

A high-performance proxy server managing multiple MySQL clients with load balancing and connection pooling.

Autonomous system for evaluating and debugging web applications through browser automation and network analysis.

A Model Context Protocol (MCP) server enabling AI assistants to interact with Bitbucket Cloud and Server APIs for repository and pull request management.

A server that enables managing Kubernetes resources through natural language commands for simplified cluster operations.

MCP server enabling AI systems to interact with Bitbucket workspaces, repositories, and pull requests via tools.

A Rails API template to create MCP servers with robust tool execution and example components.

Provides token-efficient MCP resource access to explore OpenAPI and Swagger specs interactively.

A unified server aggregating multiple MCP servers to simplify AI assistant configuration and resource management.

A local MCP server for Kibela enabling API calls via Docker, supporting note and folder management.

A server implementation enabling AI models to interact with the Hedera blockchain via MCP tools for various operations.

Provides tools to get stock prices, company info, and generate financial visualizations via MCP integrations.

A Go-based MCP server enabling LLMs to manage and monitor HAProxy via Runtime API and stats page.

A server enabling advanced, secure LinkedIn API interactions with context management for developers.

A MCP server enabling AI assistants to use Neo4j as their main knowledge graph for dynamic workflows.

A server providing access to Chinese stock market data using the akshare-one library.

Integrates SonarQube with AI assistants, providing access to code quality metrics and issues.

Provides AI assistants with access to read/write Microsoft OneNote notebooks, sections, and pages.