10x your Productivity with Custom Cursor MCP Agents

Mervin Praison ยท Beginner ยท๐Ÿ’ป AI-Assisted Coding ยท1y ago
# ๐Ÿš€ MCP Hands-On Tutorial: Create Custom Model Context Protocol Tools ## What is MCP? MCP (Model Context Protocol) is an "Universal USB port for AI" that connects your AI agents to external systems. While standard AI agents can read codebases and run terminal commands, MCP supercharges your workflow by adding capabilities like: - Read/write from databases - Access APIs - Talk to private data - Chat with your applications - See what's in the browser - And much more! ## What You'll Learn in This Tutorial: - โœ… Create your own custom MCP from scratch - โœ… Integrate MCP with Claude Desktop - โœ… Set up custom MCP on Cursor IDE - โœ… Configure MCP with WindSurf ## The Evolution of AI Coding Assistants: Single chat โ†’ Single agent โ†’ Multiple agents โ†’ Multiple agents with external tools (MCP) ## Before vs After MCP: **Before:** Limited code generation isolated from development environments, unable to access external resources. **After:** Access to browser console logs, network tabs, asset generation, API integration, and connectivity to any service you need. ## Tutorial Walkthrough: 1. **Create a custom Stock Price MCP** - Install required packages: `pip install mcp-cli yahoo_finance` - Create a simple app.py with Yahoo Finance integration - Configure Claude Desktop to use your custom MCP 2. **Configure MCP with Claude Desktop** - Access Developer settings - Edit config to add your custom MCP server - Test by getting real-time stock prices 3. **Integrate with Cursor IDE** - Find useful MCPs on directories like smithery.ai - Add MCP servers in Cursor settings - Test with commands like "get stock price of Apple" 4. **Neon Database Integration Example** - Connect to serverless PostgreSQL database - Retrieve project information - Create schemas and manage database operations from within your IDE 5. **WinServ Configuration** - Configure MCP in WinSurf interface - Refresh to view available tools - Test with database queries ## Too
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1 Build GCP Infra using Pulumi in YAML format
Build GCP Infra using Pulumi in YAML format
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2 How to Convert a Pulumi YAML File to Python Format
How to Convert a Pulumi YAML File to Python Format
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3 Speed Up AWS EKS: A Complete Guide to Performance Tuning & Debugging!
Speed Up AWS EKS: A Complete Guide to Performance Tuning & Debugging!
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4 Learn GCP GKE to AWS EKS Migration in Just 5 Minutes: Quick Guide
Learn GCP GKE to AWS EKS Migration in Just 5 Minutes: Quick Guide
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5 AWS & Kubernetes: The Definitive Guide to Data Persistence with PV and PVC
AWS & Kubernetes: The Definitive Guide to Data Persistence with PV and PVC
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6 ChatGPT Voice Conversation RELEASED! It's AMAZING!! (Demo)
ChatGPT Voice Conversation RELEASED! It's AMAZING!! (Demo)
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7 How to Install Mistral 7B in Minutes: Quick & Easy Guide! โœ…
How to Install Mistral 7B in Minutes: Quick & Easy Guide! โœ…
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8 Code Llama Install Locally: ๐Ÿ๐Ÿ’ป Elevate Your Python Skills!
Code Llama Install Locally: ๐Ÿ๐Ÿ’ป Elevate Your Python Skills!
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9 Orca Mini: Your Ultimate Guide to Install and Test on Mac & Linux ๐Ÿ’ป
Orca Mini: Your Ultimate Guide to Install and Test on Mac & Linux ๐Ÿ’ป
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10 Quick & Easy Vicuna Setup on Mac and Linux ๐Ÿ’ป
Quick & Easy Vicuna Setup on Mac and Linux ๐Ÿ’ป
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11 Quick Guide: Llama2 Local Installation and ChatGPT with pip! Python๐Ÿ› ๏ธ
Quick Guide: Llama2 Local Installation and ChatGPT with pip! Python๐Ÿ› ๏ธ
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12 Query PDFs Like a Pro with Local GPT: Full Setup Guide! ๐Ÿ“œ
Query PDFs Like a Pro with Local GPT: Full Setup Guide! ๐Ÿ“œ
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13 LM Studio: EASIEST way to Run Large Language Models Locally!
LM Studio: EASIEST way to Run Large Language Models Locally!
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14 AMAZING ChatGPT Vision is OUT! ๐Ÿคฏ 14+ Examples (Step-by-Step) FULL Tutorial
AMAZING ChatGPT Vision is OUT! ๐Ÿคฏ 14+ Examples (Step-by-Step) FULL Tutorial
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15 Unbelievable! Build ANY App Instantly with Smol AI! ๐Ÿ˜ฒ๐Ÿ”ฅ
Unbelievable! Build ANY App Instantly with Smol AI! ๐Ÿ˜ฒ๐Ÿ”ฅ
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16 Amazing! AutoGen Made Easy: A Step-by-Step Beginners Guide ๐Ÿ“š
Amazing! AutoGen Made Easy: A Step-by-Step Beginners Guide ๐Ÿ“š
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17 How to Set Up LoLLMS and Run LLMs Locally! ๐Ÿš€ Step-by-Step Tutorial
How to Set Up LoLLMS and Run LLMs Locally! ๐Ÿš€ Step-by-Step Tutorial
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18 GPT4All: INSANE Way to Run Large Language Models Locally! ๐Ÿ˜ฒ Step-By-Step Tutorial
GPT4All: INSANE Way to Run Large Language Models Locally! ๐Ÿ˜ฒ Step-By-Step Tutorial
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19 Incredible AI-Powered NPCs in Unity Game Engine: Step by Step Tutorial!๐Ÿคฏ
Incredible AI-Powered NPCs in Unity Game Engine: Step by Step Tutorial!๐Ÿคฏ
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20 MemGPT ๐Ÿง  LLM as Operating System. It's INSANE! Step-by-Step Tutorial ๐Ÿคฏ
MemGPT ๐Ÿง  LLM as Operating System. It's INSANE! Step-by-Step Tutorial ๐Ÿคฏ
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21 Text Generation Web UI: MIND-BLOWING Way to Run LLM Locally! ๐Ÿคฏ
Text Generation Web UI: MIND-BLOWING Way to Run LLM Locally! ๐Ÿคฏ
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22 Unlock the INSANE Power of OpenAI GPT-4 with C#/.NET! ๐Ÿ˜ฒ
Unlock the INSANE Power of OpenAI GPT-4 with C#/.NET! ๐Ÿ˜ฒ
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23 Integrate Langchain and Ollama for Local AI Power ๐Ÿคฏ Indeed POWERFUL!
Integrate Langchain and Ollama for Local AI Power ๐Ÿคฏ Indeed POWERFUL!
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24 ChatDev: INSANE Virtual AI Agents! Future of Software Development ๐Ÿ˜ฒ
ChatDev: INSANE Virtual AI Agents! Future of Software Development ๐Ÿ˜ฒ
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25 Query PDFs Using Mistral: Unlock INSANE Power! ๐Ÿคฏ
Query PDFs Using Mistral: Unlock INSANE Power! ๐Ÿคฏ
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26 AutoGen + Open-Source LLMs: UNBELIEVABLE! Step-by-Step Tutorial You Can't Miss! ๐Ÿคฏ
AutoGen + Open-Source LLMs: UNBELIEVABLE! Step-by-Step Tutorial You Can't Miss! ๐Ÿคฏ
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27 AutoGen + Text Generation WebUI: Unbelievable 100% Local Private Setup ๐Ÿคฏ
AutoGen + Text Generation WebUI: Unbelievable 100% Local Private Setup ๐Ÿคฏ
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28 MemGPT: Amazing! External Context for LLM #ai #llm #memgpt  #generativeai #mem #gpt #openai #chatgpt
MemGPT: Amazing! External Context for LLM #ai #llm #memgpt #generativeai #mem #gpt #openai #chatgpt
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29 GeniA: Kubernetes + AI for MIND-BLOWING Operational Efficiency! ๐Ÿคฏ FULL Tutorial
GeniA: Kubernetes + AI for MIND-BLOWING Operational Efficiency! ๐Ÿคฏ FULL Tutorial
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30 VertexAI Meets LangChain for Mind-Blowing AI Conversations! ๐Ÿ˜ฒ Step by Step Tutorial
VertexAI Meets LangChain for Mind-Blowing AI Conversations! ๐Ÿ˜ฒ Step by Step Tutorial
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31 Simplified ChatGPT API Setup on Node.js for Newbies! ๐Ÿ˜ Step by Step Tutorial
Simplified ChatGPT API Setup on Node.js for Newbies! ๐Ÿ˜ Step by Step Tutorial
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32 Autogen: Ollama integration ๐Ÿคฏ Step by Step Tutorial. Mind-blowing!
Autogen: Ollama integration ๐Ÿคฏ Step by Step Tutorial. Mind-blowing!
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33 LiteLLM: One-Function Call to ANY Large Language Model! ๐Ÿคฏ UNBELIEVABLE!
LiteLLM: One-Function Call to ANY Large Language Model! ๐Ÿคฏ UNBELIEVABLE!
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34 ChatGPT Chatbot in Less Time Than You Think! ๐Ÿš€๐Ÿ˜Ž Step-by-Step Tutorial
ChatGPT Chatbot in Less Time Than You Think! ๐Ÿš€๐Ÿ˜Ž Step-by-Step Tutorial
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35 LiteLLM Chatbot: Build Your Own in MINUTES! INSANE! ๐Ÿค–๐Ÿ”ฅ
LiteLLM Chatbot: Build Your Own in MINUTES! INSANE! ๐Ÿค–๐Ÿ”ฅ
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36 Create Chatbot: Turn ANY Open-Source LLM into a Conversation Pro! ๐Ÿค–
Create Chatbot: Turn ANY Open-Source LLM into a Conversation Pro! ๐Ÿค–
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37 Create Chatbot: Ollama Integration Made UNBELIEVABLY Easy! ๐ŸŽ‰
Create Chatbot: Ollama Integration Made UNBELIEVABLY Easy! ๐ŸŽ‰
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38 LlamaIndex + ChatGPT: Ingest Data and Experience UNBELIEVABLE Query Results! ๐ŸŒŸ
LlamaIndex + ChatGPT: Ingest Data and Experience UNBELIEVABLE Query Results! ๐ŸŒŸ
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39 INSANE! OpenAgents: Automated Data Analysis with Kaggle ๐Ÿคฏ
INSANE! OpenAgents: Automated Data Analysis with Kaggle ๐Ÿคฏ
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40 React.js LLM Agent for Next-Gen Coding using ChatGPT ๐Ÿš€ Mind-Blowing ๐Ÿคฏ
React.js LLM Agent for Next-Gen Coding using ChatGPT ๐Ÿš€ Mind-Blowing ๐Ÿคฏ
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41 MemGPT + Any LLM ๐Ÿš€ 100% Local & Private Integration Unveiled! Unlimited Memory
MemGPT + Any LLM ๐Ÿš€ 100% Local & Private Integration Unveiled! Unlimited Memory
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42 MemGPT  + AutoGen ๐Ÿง ๐Ÿค– Unlimited Memory & Autonomous AI Agents! INSANE๐Ÿคฏ
MemGPT + AutoGen ๐Ÿง ๐Ÿค– Unlimited Memory & Autonomous AI Agents! INSANE๐Ÿคฏ
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43 AutoGen + Google's Palm LLM & More! Revolutionary AI Integration ๐Ÿš€
AutoGen + Google's Palm LLM & More! Revolutionary AI Integration ๐Ÿš€
Mervin Praison
44 MemGPT & LM Studio Integration Revealed! ๐Ÿ”ฅ Next-Level AI
MemGPT & LM Studio Integration Revealed! ๐Ÿ”ฅ Next-Level AI
Mervin Praison
45 ๐Ÿš€ AutoLLM: Unlock the Power of 100+ Language Models! Step-by-Step Tutorial
๐Ÿš€ AutoLLM: Unlock the Power of 100+ Language Models! Step-by-Step Tutorial
Mervin Praison
46 AutoLLM & Gradio Integration You Won't Believe! ๐Ÿคฏ Mind-Blowing
AutoLLM & Gradio Integration You Won't Believe! ๐Ÿคฏ Mind-Blowing
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47 AutoLLM & FastAPI Tutorial: Query 100+ Language Models! ๐Ÿ˜ฑ
AutoLLM & FastAPI Tutorial: Query 100+ Language Models! ๐Ÿ˜ฑ
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48 Quivr: LLM's Second Brain - Transforming Data Management & Advanced Query with AI! ๐Ÿคฏ
Quivr: LLM's Second Brain - Transforming Data Management & Advanced Query with AI! ๐Ÿคฏ
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49 AutoGen & MemGPT with Local LLM: A Complete Setup Tutorial! ๐Ÿง  AMAZING ๐Ÿคฏ
AutoGen & MemGPT with Local LLM: A Complete Setup Tutorial! ๐Ÿง  AMAZING ๐Ÿคฏ
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50 LocalAI: Free, Open Source OpenAI Alternative ๐Ÿš€ INSANE ๐Ÿคฏ Step-by-Step Tutorial
LocalAI: Free, Open Source OpenAI Alternative ๐Ÿš€ INSANE ๐Ÿคฏ Step-by-Step Tutorial
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51 Yarn Mistral 7B 128k LARGE context window, Small size ๐Ÿคฏ INSANE ๐Ÿš€ Setup Tutorial!
Yarn Mistral 7B 128k LARGE context window, Small size ๐Ÿคฏ INSANE ๐Ÿš€ Setup Tutorial!
Mervin Praison
52 Zephyr-7B: The Small and Mighty LLM ๐Ÿคฏ Step by Step Tutorial! ๐Ÿ“˜
Zephyr-7B: The Small and Mighty LLM ๐Ÿคฏ Step by Step Tutorial! ๐Ÿ“˜
Mervin Praison
53 Promptfoo: How to Test Your LLM ? ๐Ÿš€  VERY EASY!
Promptfoo: How to Test Your LLM ? ๐Ÿš€ VERY EASY!
Mervin Praison
54 Pydantic: How to Validate LLM Responses? ๐Ÿš€ Quality Response. VERY EASY!!!!
Pydantic: How to Validate LLM Responses? ๐Ÿš€ Quality Response. VERY EASY!!!!
Mervin Praison
55 Pydantic: FORCE Your AI to Respond Back in UPPERCASE! ๐Ÿคฏ Step-by-Step Tutorial ๐Ÿ”ฅ
Pydantic: FORCE Your AI to Respond Back in UPPERCASE! ๐Ÿคฏ Step-by-Step Tutorial ๐Ÿ”ฅ
Mervin Praison
56 Pydantic: How to use LLM to convert unstructured data to structured data?
Pydantic: How to use LLM to convert unstructured data to structured data?
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57 AutoGen Function Calling: INSANE ๐Ÿš€ Custom Integrations! Step-by-Step Tutorial ๐Ÿคฏ
AutoGen Function Calling: INSANE ๐Ÿš€ Custom Integrations! Step-by-Step Tutorial ๐Ÿคฏ
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58 OpenAI Assistants API + Python ๐Ÿค– How to get started? (FULL Tutorial) ๐Ÿคฏ INSANE
OpenAI Assistants API + Python ๐Ÿค– How to get started? (FULL Tutorial) ๐Ÿคฏ INSANE
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59 GPT-4 Vision API ๐Ÿคฏ INSANE Video Recognition Powers! Step-by-Step Tutorial ๐Ÿš€
GPT-4 Vision API ๐Ÿคฏ INSANE Video Recognition Powers! Step-by-Step Tutorial ๐Ÿš€
Mervin Praison
60 GPT-4 Vision API ๐Ÿš€ The Future of Image Recognition! ๐Ÿคฏ Step-by-Step Tutorial
GPT-4 Vision API ๐Ÿš€ The Future of Image Recognition! ๐Ÿคฏ Step-by-Step Tutorial
Mervin Praison

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