The Apify MCP Server is a tool based on the Model Context Protocol (MCP) that allows AI assistants to extract data from websites such as social media, search engines, and e-commerce through thousands of ready-to-use crawlers, scrapers, and automation tools (Apify Actors). It supports OAuth and Skyfire proxy payment and can be integrated into MCP clients such as Claude and VS Code through HTTPS endpoints or local stdio.

The Apify MCP Server is a service that implements the Model Context Protocol (MCP), allowing AI assistants to interact with various Actors on the Apify platform through SSE or Stdio to perform tasks such as data scraping and web search.

An MCP server implemented for the RAG Web Browser Actor, supporting AI agents to perform web searches and content extraction.

The MCP Gateway is an advanced AI infrastructure middleware solution that acts as a proxy gateway for model context protocol (MCP) servers, providing unified interfaces, sensitive information filtering, and lifecycle management functions.

A Node.js server that acts as a bridge between the Chrome DevTools extension and Cursor AI, providing debugging and monitoring functions, including capturing console logs, network requests, screenshots, etc.

The GitHub Actions MCP Server is a service designed for AI assistants to manage and operate GitHub Actions workflows, providing complete process control, run analysis, and secure operation functions.

Reddit MCP Buddy is a Reddit browsing tool designed for AI assistants. It allows you to quickly browse Reddit posts, search for content, and analyze user activities without an API key, and supports multiple authentication methods to increase the request limit.

The Zebbern Kali MCP server is a comprehensive penetration testing platform based on the Model Context Protocol (MCP), providing 139 functions for AI assistants (such as GitHub Copilot) to directly execute security tools on the Kali Linux system through a standardized API, covering network reconnaissance, web application testing, password cracking, vulnerability exploitation, and Active Directory attacks.

aica is an open - source, customizable, cross - platform AI code analysis tool that supports functions such as code review, automatic knowledge retrieval, and commit information generation, and can be integrated with GitHub Actions.

An MCP server used to obtain the latest stable versions of dependent packages in multiple ecosystems (such as Python, NPM, Go, GitHub Actions, etc.) and the latest versions of nearly a thousand development tools (such as Python, Node.js, kubectl, Terraform, etc.), helping AI programming assistants avoid using outdated dependency versions when generating code.

MCP as a Judge is a behavioral MCP server that acts as a validation layer between AI coding assistants and LLMs. By enforcing evidence - based research, code quality reviews, and human decision - making intervention, it ensures the generation of safer and higher - quality code.

This project provides an MCP service for Google Developer Experts (GDEs) to conveniently report activities through an AI conversation interface. It supports the submission of various activity types such as content creation, public speaking, and workshops, simplifying the activity reporting process in the GDE project.

This is a server based on the Model Context Protocol (MCP) that allows AI assistants to control the Unreal Engine game engine through the remote control API, enabling game development automation. It supports various functions such as asset management, actor control, editor operations, level management, animation physics, visual effects, and Sequencer control.

The Solscan MCP Server is a middleware that provides Solana blockchain data analysis services for AI agents. It connects to the Solscan Pro API through the standard MCP protocol and supports querying of on - chain data such as tokens, transactions, and DeFi activities.

Zapier MCP is a remote MCP server that connects AI assistants to over 8,000 applications and 40,000+ automated actions through the Model Context Protocol, enabling AI to directly perform real operations such as sending emails and managing tasks.

MCP-KG-Memory is an MCP server with a long-term memory layer based on a knowledge graph, aiming to solve the context forgetting problem of AI programming assistants. It persistently stores project goals, constraints, strategies, and user preferences through Neo4j, enabling semantic retrieval and active learning, and endowing the AI assistant with continuous memory and context awareness capabilities.

An MCP server that connects the Oura smart ring to AI assistants such as Claude, providing intelligent analysis and user - friendly interpretation of sleep, resilience, and activity data.

The Athena Protocol is an intelligent MCP server acting as a technical leader for AI programming agents, providing expert verification, impact analysis, and strategic guidance. It helps AI agents detect problems, validate assumptions, and optimize solutions before code changes, thereby improving code quality, reducing regressions, and making more informed architectural decisions.

Overview: The MCP server acts as middleware, enabling AI agents to automate tasks by connecting to local data and remote services. It supports functions such as query execution and prompting to efficiently handle context. This represents a step towards fully automated AI systems capable of performing complex operations.

An intelligent MCP server that acts as a guardian of development knowledge, providing AI assistants with access to the latest documentation and best practices.

Dialog is an AI-driven intelligent Reddit research platform that helps users conduct market research, competitive analysis, and customer discovery through semantic search and batch processing capabilities. It allows access to over 20,000 active communities without Reddit API credentials.

VRChat MCP OSC is a bridge that connects AI assistants with VRChat through the OSC protocol, supporting AI - controlled virtual avatar actions, expressions, and interactions.

Enkrypt AI Secure MCP Gateway is a secure MCP gateway that provides authentication, automatic tool discovery, caching, and guardrail enforcement functions. It is located between the MCP client and the MCP server, acting as both an MCP server and a client.

Libragen is a local RAG library construction tool used to connect AI assistants (such as Claude) with your actual documents and code libraries. It reduces AI hallucinations by creating a searchable knowledge base, supports building from local files or Git repositories, and is directly integrated into the AI workflow through the MCP protocol.

OmniMCP is a project that provides rich UI context and interaction capabilities for AI models through the Model Context Protocol (MCP) and OmniParser. It supports functions such as visual perception, LLM planning, and action execution, enabling in - depth understanding and precise interaction with the user interface.

This project provides an n8n workflow management server based on the MCP protocol, supporting the creation, update, deletion, and activation of workflows in natural language, and deeply integrating with Claude AI and Cursor IDE.

Wallet Inspector MCP is a multi-chain wallet query server that enables AI agents to check the balance and on-chain activities of any wallet on mainstream EVM and Solana chains.

The MCP server for ROS2 enables AI tools to connect to ROS2 nodes, topics, and services through the standard MCP protocol. It provides functions such as topic subscription and publishing, service calls, and action control, supports nested fields and automatic type discovery, and simplifies the integrated development of AI and ROS2.

The Browser Agent Protocol (BAP) is an open standard designed for AI agents to interact with web browsers. It provides two interfaces, CLI and MCP, and supports features such as semantic selectors, composite actions, and structured data extraction.

Koppla is a natural language-based Active Directory management tool that enables querying and operating on user, group, and computer objects through an AI agent.

An experimental MCP server project that helps AI assistants connect and obtain information about Duyet, including blogs, GitHub activities, and resumes.

Magnet is a programmable action agent platform built on the Base chain, aiming to enable AI agents to autonomously execute tasks and handle on - chain transactions, providing infrastructure support for Claude AI and others.

This project is a Python server that connects Claude AI with Unreal Engine 5, enabling the creation, modification, and control of 3D objects and Blueprint actors in the UE5 scene through natural language instructions.

AutoGPT is an open - source AI agent toolkit that provides a modular and extensible framework, supporting users to build, test, and monitor AI agents. The project includes the Forge Innovation Lab, a Benchmark testing environment, and a user - friendly front - end interface, and uses the Agent Protocol for standardized communication. The community is active, regularly hosting hackathons and other activities to drive innovation.

An MCP protocol server used to record the activity logs of AI tools, including detailed information such as the tool name, AI model, and timestamp. It supports the automatic generation of daily work log files.

An MCP server for GitLab and Jira integration, providing functions for AI agents to interact with GitLab and Jira instances, including project management, merge request processing, file viewing, user activity tracking, and Jira ticket management.

TrendRadar is a全网hotspot aggregation and intelligent push tool that supports multi - platform news monitoring, keyword screening, and AI intelligent analysis. It can be quickly deployed through GitHub Actions or Docker to achieve personalized hotspot tracking.

A Q&A chatbot project about the EU AI Act, using a hybrid retrieval method (vector search + knowledge graph), providing local running and AWS Lambda deployment options.

This is an MCP proxy server for the Eulerian Marketing Platform, acting as a bridge between AI assistants and the remote Eulerian server. It handles authentication and request forwarding, providing local AI clients with access to remote tools and resources.

Autonomous Lab is an MCP server that can transform any senior - novice workflow into an autonomous loop. AI agents play different roles (such as PI and trainee) in a design - execute - review loop, while humans act as decision - making editors. No additional API keys are required, and it can run using existing coding tool subscriptions. It supports multi - agent mode, skill container configuration, and 24 - hour continuous sessions.