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

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

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

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

Demo project showcasing MCP protocol integration with Azure OpenAI for seamless AI application interactions.

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

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

Asynchronous Python client to interact with Rini API Server for LLM, user, session, and MCP management.

A command-line desktop client enabling seamless communication with MCP servers via StdIO, supporting multiple protocols.

A lightweight client for interacting with LLMs, supporting OpenAI and compatible APIs with MCP extension.

A Node.js-based MCP server enabling AI agents to discover, access, and manage tools dynamically through MCP protocol.

A lightweight CLI tool bridging local LLMs with MCP servers for reverse engineering and automation tasks.

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

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

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

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

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

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

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

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.

A combined MCP server and client enabling seamless development and testing of MCPs without resets.

A server providing tools to interact with Paddle API for managing products, transactions, and reports.

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

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 to interact with Asgardeo organization through LLM tools, enabling organization management automation.

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

A server to manage and automate Alibaba Cloud resources through MCP protocols with APIs and CLI support.

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

A private, UI-based MCP server for technical documentation, optimized for developers and coders.

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 facilitating integration of the Specifai project with MCP-compatible AI tools for document and task management.

Open-source remote MCP server transforming GitHub projects into documentation hubs for AI access.

A tool that generates project context files from code, repositories, and web pages for AI integration.

A beginner-friendly, production-ready TypeScript template for creating MCP servers and clients with utilities and examples.

A desktop app for managing MCP servers with secure access, detailed logs, and multi-server support.

A server protocol enabling seamless interaction and management of dbt models and data pipelines.

A server enabling AI assistants to interact with Confluence content via standardized APIs for retrieval, creation, and updates.

A Dart implementation of MCP enabling AI agent interactions with server and client components.

Provides up-to-date Rust crate documentation for AI assistants to improve code accuracy.

Laravel package enabling real-time, secure Model Context Protocol servers using SSE for enterprise communication.

WeatherMCP provides weather data retrieval and forecasting features integrated for various applications.

A robust Slack MCP server supporting Stdio and SSE transports, proxy, no permission or bot requirements.

A NestJS module that seamlessly integrates MCP servers using decorators for resources, tools, and prompts.

Provides real-time Wikipedia data retrieval to enhance LLM responses with accurate, up-to-date information.

A server providing access to Nasdaq Data Link datasets via the Model Context Protocol (MCP).

Integrates Basic Memory as a context server for Zed Editor's Assistant to manage persistent knowledge.

A NestJS module that creates MCP servers for exposing AI tools, resources, and prompts seamlessly.

A Spring Boot-based server providing large language model (LLM) management and API services for AI applications.

Automatically converts OpenAPI specs into Model Context Protocol (MCP) server instances for seamless integration.

A fully automated MCP server built on apktool for analyzing Android APKs with AI support.

A versatile color palette generator for web development, offering customizable, vibrant color schemes efficiently.

A server for managing LimeSurvey surveys and responses via the Model Context Protocol (MCP).

Tome is a MacOS app for managing local LLMs and MCP servers, enabling easy connection and chat functionalities.

Demo showcasing MCP protocol with Azure OpenAI, enabling seamless interaction with OpenAI's API via MCP server and client.

MoLing is a local MCP server acting as an office AI assistant that manages system files and executes commands.

A server enabling AI models to convert, validate, and render Typst markup code for typesetting.

A server enabling AI systems to access and interact with Confluence spaces and pages using MCP protocol.

A server enabling AI systems to interact securely with Jira for project, issue, and development data management.

A boilerplate for building custom MCP servers connecting AI systems to external data sources like ip-api.com.

Implements Zettelkasten methodology, enabling creation, linking, exploration, and synthesis of atomic notes via MCP.

A MCP server providing comprehensive Svelte 5 documentation, migration patterns, and common mistakes with caching support.

Natural language interface for managing and searching Redis data efficiently with AI-driven queries.

A server that simplifies integrating large language models with Dremio for pattern discovery and system introspection.

Integrates ClickUp task management with AI applications via Model Context Protocol for seamless interaction.

An MCP server that aggregates latest cybersecurity news from various websites for quick access.

A server for StatusNow platform enabling monitoring and alert management with support for multiple interaction functionalities.

An MCP server enabling LLMs to access and understand TypeScript API documentation for dynamic querying and integration.

A configurator and proxy for Secure MCP servers supporting hot reload for flexible, reusable MCP client management.

An MCP integration allowing Claude Desktop to interact with Hacker News content and discussions.

Converts OpenAPI specifications into MCP tools for seamless AI assistant API interactions.

A server facilitating banner-grabbing operations by interacting with Binoculo tool for network reconnaissance.

A Model Context Protocol server enabling AI assistants to query and analyze AWS security services automatically.

Standardized interface for integrating various agent frameworks and LLM providers with tools and resources.

A server enabling LLMs to interact securely with Obsidian vaults via a standardized API.

A lightweight MCP server executing Python scripts within isolated subprocesses using uv for structured automation.

A server that controls Apache Airflow via APIs, supporting safe and unsafe operation modes.

A tool for visualizing and managing MongoDB databases with an easy-to-use GUI and powerful features.

A server enabling semantic search and memory management via TxtAI, supporting Claude and Cline AI integrations.

A server that automatically generates secure, AI-optimized APIs for various structured databases using LLMs.

A comprehensive server enabling real-time web data access, crawling, browsing, and bypassing restrictions.

A server enabling LLMs to interact with Anki flashcards via AnkiConnect API.

An MCP server providing detailed JIRA issue data retrieval, relationship tracking, and content cleaning for AI contexts.

Enables communication between Unity Editor and external AI models or cloud services via a C# server.

A server that connects web crawl data and archives, enabling AI models to filter and analyze web content efficiently.

A natural language-based MCP server that manages macOS Calendar events through semantic commands.

A GDB/MI protocol server built on MCP protocol, enabling remote debugging with AI assistant support.

A Rust-based MCP server enabling LLMs to create and update Notion pages and generate Markdown books seamlessly.

Provides idiomatic Go code generation, style enforcement, and best practice guidance for developers.

Provides Go language tools for LLMs to analyze, test, and format Go code efficiently.

A server to compute MD5 and SHA-256 cryptographic hashes supporting MCP-compatible clients.

A server providing VSCode environment context, filesystem operations, and command execution for AI assistants.

A modern MCP server integrating with Mem0.ai to provide persistent long-term memory for AI agents.

A C# MCP server facilitating LLM integration with SQL Server, enabling query execution and schema retrieval.

Swift-based MCP implementation for AI agent interactions with server and client components supporting protocol standard.