openai/swarm
Swarm is an educational framework by OpenAI for lightweight, scalable multi-agent orchestration using agents and handoffs, designed to explore and teach multi-agent coordination techniques.
Awesome MCP › Weekly › 2026-01-11
2026-01-11
Agent Orchestration Platforms
parcadei/Continuous-Claude-v3
Continuous Claude is a context management system for Claude Code that maintains persistent, learning-driven context across sessions, orchestrates multi-agent workflows, and executes MCP without context pollution.
parcadei/Continuous-Claude-v2
Continuous Claude is a context management system for Claude Code that ensures session continuity and token-efficient MCP execution through hooks, ledgers, and agent orchestration with isolated context windows.
parcadei/Continuous-Claude
Continuous Claude is a framework for managing context and orchestrating agents in Claude Code, enabling token-efficient MCP execution with session continuity and preventing context pollution.
Agent Platforms
arc53/DocsGPT
DocsGPT is a private AI platform for building intelligent agents, assistants, and enterprise search with multi-model support, deep research, document analysis, and extensive API connectivity, designed for secure and scalable deployment including MCP integration.
anthropics/claude-plugins-official
An official Anthropic-managed directory of high-quality plugins for Claude Code, supporting MCP server configurations and plugin integration to extend Claude Code's functionality.
Browser Automation
refreshdotdev/web-eval-agent
An MCP server that autonomously evaluates web applications by driving a browser to test UX, capture logs, and generate detailed reports within the developer's IDE.
CLI Tools
txn2/kubefwd
kubefwd is a command-line tool that bulk port forwards Kubernetes services to a local machine, enabling seamless local development by accessing cluster services with their original names and connection strings.
davepoon/buildwithclaude
A comprehensive collection of specialized AI subagents, slash commands, and MCP server integrations designed to enhance the Claude Code AI development environment with powerful automation and domain-specific expertise.
neiii/bridle
Bridle is a unified configuration manager for AI coding assistants that manages profiles, installs skills, agents, commands, and MCPs across multiple harnesses like Claude Code, OpenCode, Goose, and Amp.
Cloud & DevOps
Kymo-MCP/mcpcan
MCPCAN is an open-source centralized management platform for MCP services that enables containerized deployment, multi-protocol support, real-time monitoring, security authentication, and rapid service lifecycle management.
burugo/one-mcp
One MCP is a centralized proxy platform for managing, monitoring, and configuring Model Context Protocol (MCP) services through a single web-based interface.
Databases
timescale/pg-aiguide
pg-aiguide is an MCP server and Claude plugin that enhances AI coding tools by providing version-aware PostgreSQL expertise, semantic search, and best practices to generate better, modern, and maintainable PostgreSQL code.
Desktop Automation
instavm/open-skills
OpenSkills enables running Claude Skills locally on Apple Silicon Macs in a secure, sandboxed environment compatible with MCP tools, ensuring privacy and extensibility.
Domain-Specific Integrations
conorluddy/ios-simulator-skill
An iOS Simulator Skill for Claude Code providing robust, semantic navigation-based automation scripts for iOS app testing, building, and accessibility auditing, optimized for integration with MCP-based workflows.
Finance & Trading
whchien/ai-trader
AI-Trader is a professional backtesting framework for algorithmic trading with multi-market support and integrated Model Context Protocol (MCP) server enabling AI assistant interaction.
Knowledge & Memory
onebirdrocks/ebook-mcp
Ebook-MCP is an MCP server that enhances eBook interaction by enabling natural language conversations and AI-powered processing of EPUB and PDF formats.
MCP Resources & Educational Materials
heilcheng/awesome-agent-skills
A curated repository of modular skills, tools, and tutorials for enhancing AI coding agents like Claude, Codex, Copilot, and VS Code through dynamic instruction files.
jeremylongshore/claude-code-plugins-plus-skills
Claude Code Skills & Plugins Hub is a comprehensive collection of AI-embedded plugins and skills with interactive tutorials designed to build and verify production agent workflows, relevant to Model Context Protocol (MCP).
the-ai-merge/multimodal-agents-course
An open-source course teaching developers to build MCP-based multimodal AI agents capable of processing images, text, audio, and video, with a focus on video processing and production-ready AI systems.
Other MCP Servers
YuzeHao2023/Awesome-MCP-Servers
A curated, community-driven list of Model Context Protocol (MCP) servers, tools, frameworks, clients, and utilities enabling secure AI model interactions with local and remote resources through standardized server implementations.
joseph-wortmann/hyper-mcp
hyper-mcp is a fast, secure Model Context Protocol (MCP) server that extends its capabilities through WebAssembly plugins, enabling AI integration in various applications with strong security and cross-platform support.
Python
MervinPraison/PraisonAI
PraisonAI is a production-ready Multi AI Agents framework that provides a low-code solution for building and managing multi-agent LLM systems with a focus on simplicity, customization, and human-agent collaboration.
deedy5/ddgs
DDGS is a metasearch library that aggregates results from multiple web search services and integrates with the Model Context Protocol (MCP) for AI-assisted search capabilities.
statespace-tech/statespace
ToolFront by statespace-tech is a declarative framework that enables rapid creation and sharing of modular LLM-powered RAG applications using pure Markdown with zero boilerplate code.
ahmedeltaher/azan-mcp
Azan-mcp is a lightweight MCP library that calculates Islamic prayer times and triggers Azan with a single tool call, simplifying complex astronomical calculations for developers building AI agents or prayer applications.
puppyone-ai/DeepWideResearch
Open Deep Wide Research is an open-source, MCP-compatible agentic RAG system that offers granular control over data sources, reasoning depth, and information breadth to optimize response quality, speed, and cost across various scenarios.
Security & Reverse Engineering
erwinkramer/bank-api
The Bank API is a compliant, modern reference project for developing secure banking APIs, featuring extensive compliance, security, observability, and exposure via the Model Context Protocol (MCP).
Social & Messaging
arlanrakh/talk-to-girlfriend-ai
An AI-powered Telegram agent that leverages the Model Context Protocol to provide intelligent, context-aware messaging and chat management features tailored for dating and social interactions.
Software Development
maxritter/claude-codepro
Claude CodePro is a professional development environment for Claude Code that enforces spec-driven development and TDD, integrates MCP servers for enhanced context and semantic search, and provides modular rules and quality hooks to improve software delivery systematically.
TypeScript
mnfst/manifest
Manifest is an open-source components library built on shadcn/ui for creating customizable and production-ready ChatGPT and MCP applications efficiently.
marcoaapfortes/Mantic.sh
Mantic.sh is a context-aware structural code search engine optimized for AI agents, providing highly relevant and intent-driven code search with full Model Context Protocol (MCP) support.