mcp guide.pdf.pdf
16.7 MB
A comprehensive PDF has been compiled that includes all MCP-related posts shared over the past six months.
(75 pages, 10+ projects & visual explainers)
Over the last half year, content has been published about the Modular Computation Protocol (MCP), which has gained significant interest and engagement from the AI community. In response to this enthusiasm, all tutorials have been gathered in one place, featuring:
* The fundamentals of MCP
* Explanations with visuals and code
* 11 hands-on projects for AI engineers
Projects included:
1. Build a 100% local MCP Client
2. MCP-powered Agentic RAG
3. MCP-powered Financial Analyst
4. MCP-powered Voice Agent
5. A Unified MCP Server
6. MCP-powered Shared Memory for Claude Desktop and Cursor
7. MCP-powered RAG over Complex Docs
8. MCP-powered Synthetic Data Generator
9. MCP-powered Deep Researcher
10. MCP-powered RAG over Videos
11. MCP-powered Audio Analysis Toolkit
(75 pages, 10+ projects & visual explainers)
Over the last half year, content has been published about the Modular Computation Protocol (MCP), which has gained significant interest and engagement from the AI community. In response to this enthusiasm, all tutorials have been gathered in one place, featuring:
* The fundamentals of MCP
* Explanations with visuals and code
* 11 hands-on projects for AI engineers
Projects included:
1. Build a 100% local MCP Client
2. MCP-powered Agentic RAG
3. MCP-powered Financial Analyst
4. MCP-powered Voice Agent
5. A Unified MCP Server
6. MCP-powered Shared Memory for Claude Desktop and Cursor
7. MCP-powered RAG over Complex Docs
8. MCP-powered Synthetic Data Generator
9. MCP-powered Deep Researcher
10. MCP-powered RAG over Videos
11. MCP-powered Audio Analysis Toolkit
#MCP #ModularComputationProtocol #AIProjects #DeepLearning #ArtificialIntelligence #RAG #VoiceAI #SyntheticData #AIAgents #AIResearch #TechWriting #OpenSourceAI #AI #python
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🔥 Trending Repository: mcp-context-forge
📝 Description: A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).
🔗 Repository URL: https://github.com/IBM/mcp-context-forge
🌐 Website: https://ibm.github.io/mcp-context-forge/
📖 Readme: https://github.com/IBM/mcp-context-forge#readme
📊 Statistics:
🌟 Stars: 1.1K stars
👀 Watchers: 22
🍴 Forks: 184 forks
💻 Programming Languages: Python - JavaScript - Makefile - HTML - Go - Shell
🏷️ Related Topics:
==================================
🧠 By: https://yangx.top/DataScienceM
📝 Description: A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).
🔗 Repository URL: https://github.com/IBM/mcp-context-forge
🌐 Website: https://ibm.github.io/mcp-context-forge/
📖 Readme: https://github.com/IBM/mcp-context-forge#readme
📊 Statistics:
🌟 Stars: 1.1K stars
👀 Watchers: 22
🍴 Forks: 184 forks
💻 Programming Languages: Python - JavaScript - Makefile - HTML - Go - Shell
🏷️ Related Topics:
#python #docker #kubernetes #devops #jwt #tools #ai #api_gateway #mcp #gateway #asyncio #federation #agents #observability #authentication_middleware #fastapi #prompt_engineering #generative_ai #llm_agents #model_context_protocol
==================================
🧠 By: https://yangx.top/DataScienceM
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🔥 Trending Repository: magic
📝 Description: The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collaborative office system)
🔗 Repository URL: https://github.com/dtyq/magic
🌐 Website: https://www.letsmagic.ai/
📖 Readme: https://github.com/dtyq/magic#readme
📊 Statistics:
🌟 Stars: 1.8K stars
👀 Watchers: 20
🍴 Forks: 214 forks
💻 Programming Languages: PHP - TypeScript - JavaScript - Python - Less - Shell
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==================================
🧠 By: https://yangx.top/DataScienceM
📝 Description: The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collaborative office system)
🔗 Repository URL: https://github.com/dtyq/magic
🌐 Website: https://www.letsmagic.ai/
📖 Readme: https://github.com/dtyq/magic#readme
📊 Statistics:
🌟 Stars: 1.8K stars
👀 Watchers: 20
🍴 Forks: 214 forks
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🧠 By: https://yangx.top/DataScienceM
🔥 Trending Repository: mcp-for-beginners
📝 Description: This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
🔗 Repository URL: https://github.com/microsoft/mcp-for-beginners
📖 Readme: https://github.com/microsoft/mcp-for-beginners#readme
📊 Statistics:
🌟 Stars: 9.3K stars
👀 Watchers:
🍴 Forks: 2.5K forks
💻 Programming Languages: Python - Java - Jupyter Notebook - TypeScript - C# - Rust
🏷️ Related Topics:
==================================
🧠 By: https://yangx.top/DataScienceM
📝 Description: This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
🔗 Repository URL: https://github.com/microsoft/mcp-for-beginners
📖 Readme: https://github.com/microsoft/mcp-for-beginners#readme
📊 Statistics:
🌟 Stars: 9.3K stars
👀 Watchers:
🍴 Forks: 2.5K forks
💻 Programming Languages: Python - Java - Jupyter Notebook - TypeScript - C# - Rust
🏷️ Related Topics:
#javascript #python #java #typescript #csharp #model #mcp #javascript_applications #model_context_protocol #mcp_server #modelcontextprotocol #mcp_client #mcp_security
==================================
🧠 By: https://yangx.top/DataScienceM
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📝 Description: Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, operating within a containerized Linux desktop environment.
🔗 Repository URL: https://github.com/bytebot-ai/bytebot
🌐 Website: https://www.bytebot.ai/
📖 Readme: https://github.com/bytebot-ai/bytebot#readme
📊 Statistics:
🌟 Stars: 1.4K stars
👀 Watchers: 9
🍴 Forks: 119 forks
💻 Programming Languages: TypeScript - Dockerfile - CSS - Smarty - Scheme - JavaScript - PLpgSQL
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🧠 By: https://yangx.top/DataScienceM
📝 Description: Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, operating within a containerized Linux desktop environment.
🔗 Repository URL: https://github.com/bytebot-ai/bytebot
🌐 Website: https://www.bytebot.ai/
📖 Readme: https://github.com/bytebot-ai/bytebot#readme
📊 Statistics:
🌟 Stars: 1.4K stars
👀 Watchers: 9
🍴 Forks: 119 forks
💻 Programming Languages: TypeScript - Dockerfile - CSS - Smarty - Scheme - JavaScript - PLpgSQL
🏷️ Related Topics:
#agent #docker #automation #ai #mcp #desktop #gemini #openai #desktop_automation #agents #cua #ai_agents #ai_tools #llm #anthropic #agentic_ai #computer_use #computer_use_agent #bytebot
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🧠 By: https://yangx.top/DataScienceM
🔥 Trending Repository: mcp
📝 Description: AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.
🔗 Repository URL: https://github.com/awslabs/mcp
🌐 Website: https://awslabs.github.io/mcp/
📖 Readme: https://github.com/awslabs/mcp#readme
📊 Statistics:
🌟 Stars: 5.6K stars
👀 Watchers: 55
🍴 Forks: 747 forks
💻 Programming Languages: Python - Shell - Dockerfile - HTML - Jinja - TypeScript - CSS
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==================================
🧠 By: https://yangx.top/DataScienceM
📝 Description: AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.
🔗 Repository URL: https://github.com/awslabs/mcp
🌐 Website: https://awslabs.github.io/mcp/
📖 Readme: https://github.com/awslabs/mcp#readme
📊 Statistics:
🌟 Stars: 5.6K stars
👀 Watchers: 55
🍴 Forks: 747 forks
💻 Programming Languages: Python - Shell - Dockerfile - HTML - Jinja - TypeScript - CSS
🏷️ Related Topics:
#aws #mcp #mcp_servers #mcp_server #modelcontextprotocol #mcp_client #mcp_tools #mcp_host #mcp_clients
==================================
🧠 By: https://yangx.top/DataScienceM
❤1
🔥 Trending Repository: mcp-context-forge
📝 Description: A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).
🔗 Repository URL: https://github.com/IBM/mcp-context-forge
🌐 Website: https://ibm.github.io/mcp-context-forge/
📖 Readme: https://github.com/IBM/mcp-context-forge#readme
📊 Statistics:
🌟 Stars: 1.7K stars
👀 Watchers: 21
🍴 Forks: 215 forks
💻 Programming Languages: Python - HTML - JavaScript - Makefile - Go - Shell
🏷️ Related Topics:
==================================
🧠 By: https://yangx.top/DataScienceM
📝 Description: A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).
🔗 Repository URL: https://github.com/IBM/mcp-context-forge
🌐 Website: https://ibm.github.io/mcp-context-forge/
📖 Readme: https://github.com/IBM/mcp-context-forge#readme
📊 Statistics:
🌟 Stars: 1.7K stars
👀 Watchers: 21
🍴 Forks: 215 forks
💻 Programming Languages: Python - HTML - JavaScript - Makefile - Go - Shell
🏷️ Related Topics:
#python #docker #kubernetes #devops #jwt #tools #ai #api_gateway #mcp #gateway #asyncio #federation #agents #observability #authentication_middleware #fastapi #prompt_engineering #generative_ai #llm_agents #model_context_protocol
==================================
🧠 By: https://yangx.top/DataScienceM
🔥 Trending Repository: genai-toolbox
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🔗 Repository URL: https://github.com/googleapis/genai-toolbox
🌐 Website: https://googleapis.github.io/genai-toolbox/getting-started/introduction/
📖 Readme: https://github.com/googleapis/genai-toolbox#readme
📊 Statistics:
🌟 Stars: 9.8K stars
👀 Watchers: 61
🍴 Forks: 749 forks
💻 Programming Languages: Go - JavaScript - CSS - HTML - Shell - Dockerfile
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🧠 By: https://yangx.top/DataScienceM
📝 Description: MCP Toolbox for Databases is an open source MCP server for databases.
🔗 Repository URL: https://github.com/googleapis/genai-toolbox
🌐 Website: https://googleapis.github.io/genai-toolbox/getting-started/introduction/
📖 Readme: https://github.com/googleapis/genai-toolbox#readme
📊 Statistics:
🌟 Stars: 9.8K stars
👀 Watchers: 61
🍴 Forks: 749 forks
💻 Programming Languages: Go - JavaScript - CSS - HTML - Shell - Dockerfile
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==================================
🧠 By: https://yangx.top/DataScienceM
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🌐 Website: https://www.activepieces.com
📖 Readme: https://github.com/activepieces/activepieces#readme
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🍴 Forks: 2.4K forks
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==================================
🧠 By: https://yangx.top/DataScienceM
📝 Description: AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
🔗 Repository URL: https://github.com/activepieces/activepieces
🌐 Website: https://www.activepieces.com
📖 Readme: https://github.com/activepieces/activepieces#readme
📊 Statistics:
🌟 Stars: 16.5K stars
👀 Watchers: 105
🍴 Forks: 2.4K forks
💻 Programming Languages: TypeScript - HTML - CSS - JavaScript - MDX - Dockerfile
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🧠 By: https://yangx.top/DataScienceM
🔥 Trending Repository: koog
📝 Description: Koog is the official Kotlin framework for building and running robust, scalable and production-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-browser environments. Koog is based on our AI products expertise and provides proven solutions for complex LLM and AI problems
🔗 Repository URL: https://github.com/JetBrains/koog
🌐 Website: https://docs.koog.ai
📖 Readme: https://github.com/JetBrains/koog#readme
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🧠 By: https://yangx.top/DataScienceM
📝 Description: Koog is the official Kotlin framework for building and running robust, scalable and production-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-browser environments. Koog is based on our AI products expertise and provides proven solutions for complex LLM and AI problems
🔗 Repository URL: https://github.com/JetBrains/koog
🌐 Website: https://docs.koog.ai
📖 Readme: https://github.com/JetBrains/koog#readme
📊 Statistics:
🌟 Stars: 1.7K stars
👀 Watchers: 165
🍴 Forks: 117 forks
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🧠 By: https://yangx.top/DataScienceM
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