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Bharad Edera

๐Ÿš€ Follow me to stay...ย โ€ขย 8m

๐Ÿšจ API vs MCP: APIs are great. But MCP? Let's deep dive (<1min) ๐Ÿ’ก So whatโ€™s the difference? Isnโ€™t MCP just another API in disguise? Not quite. They look similar at first glance โ€” but under the hood, MCP is purpose-built for modern AI and agentic workflows. โœ… API vs MCP - Similarities: 1๏ธโƒฃ Client-Server model 2๏ธโƒฃ Acts as an abstraction layer 3๏ธโƒฃ Simplifies integration โšก Where MCP wins: 1๏ธโƒฃ Purpose-built for AI โ€“ Not just general-purpose like APIs 2๏ธโƒฃ Self-discovery โ€“ MCP: clients auto-adapt to server functions API: If endpoint changes client needs to be updated by developer.ย  3๏ธโƒฃ Standardized โ€“ MCP: One protocol, no custom endpoints or payloads API: different endpoints / parameter formats / authentication schemes ๐Ÿ’ก Key Takeaway ๐Ÿ”„ APIs helped us connect systems. MCP helps AI understand and adapt them. Resource: https://lnkd.in/eqQgkgaW #APIvsMCP #MCP #ModelContextProtocol #AI #LLM #APIs #AIagents #MachineLearning #GenerativeAI #LangChain #Anthropic

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