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MCP Server Setup & AI Integrations

$15/hr Starting at $500

I help businesses implement Model Context Protocol (MCP) servers to support advanced AI integrations. MCP establishes a scalable, structured way for AI models, LLM-powered agents, and applications to exchange real-time context, ensuring reliable, consistent, and intelligent AI interactions.


My Expertise:

✅ Setting up robust MCP servers to enable structured context sharing between AI agents, APIs, and applications.

✅ Seamless MCP integration with existing software systems, allowing AI components to operate with full context awareness without major architecture changes.

✅ Building secure, scalable MCP-compatible infrastructure using Docker, Kubernetes, and modern cloud platforms.

✅ Integrating LLM frameworks like LangChain, ReAct, LangGraph with MCP for reliable context retention and intelligent task execution.

✅ Powering AI systems with RAG pipelines, vector databases (Pinecone, Chroma, Weaviate), and knowledge graphs, all accessible through MCP.

✅ Customizing MCP deployments for domain-specific AI use cases across industries like finance, healthcare, retail, logistics, and more.

✅ Providing complete technical documentation, deployment automation, and ongoing support for MCP environments.


What Sets Me Apart:

🔥 Hands-on expertise blending AI, LLMs, and MCP for real-world production systems.

🔥 Deep technical knowledge of AI architecture, context handling, and scalable infrastructure.

🔥 Business-driven approach ensuring MCP integration delivers measurable improvements to AI reliability and user experience.

🔥 Focus on security, scalability, and future-proof design for AI-ready systems.

🔥 Clear communication, transparent project management, and full technical ownership.


If you're building AI solutions that demand context retention, consistent memory, and intelligent coordination across systems. I deliver the right technical foundation with MCP to make it happen.

About

$15/hr Ongoing

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I help businesses implement Model Context Protocol (MCP) servers to support advanced AI integrations. MCP establishes a scalable, structured way for AI models, LLM-powered agents, and applications to exchange real-time context, ensuring reliable, consistent, and intelligent AI interactions.


My Expertise:

✅ Setting up robust MCP servers to enable structured context sharing between AI agents, APIs, and applications.

✅ Seamless MCP integration with existing software systems, allowing AI components to operate with full context awareness without major architecture changes.

✅ Building secure, scalable MCP-compatible infrastructure using Docker, Kubernetes, and modern cloud platforms.

✅ Integrating LLM frameworks like LangChain, ReAct, LangGraph with MCP for reliable context retention and intelligent task execution.

✅ Powering AI systems with RAG pipelines, vector databases (Pinecone, Chroma, Weaviate), and knowledge graphs, all accessible through MCP.

✅ Customizing MCP deployments for domain-specific AI use cases across industries like finance, healthcare, retail, logistics, and more.

✅ Providing complete technical documentation, deployment automation, and ongoing support for MCP environments.


What Sets Me Apart:

🔥 Hands-on expertise blending AI, LLMs, and MCP for real-world production systems.

🔥 Deep technical knowledge of AI architecture, context handling, and scalable infrastructure.

🔥 Business-driven approach ensuring MCP integration delivers measurable improvements to AI reliability and user experience.

🔥 Focus on security, scalability, and future-proof design for AI-ready systems.

🔥 Clear communication, transparent project management, and full technical ownership.


If you're building AI solutions that demand context retention, consistent memory, and intelligent coordination across systems. I deliver the right technical foundation with MCP to make it happen.

Skills & Expertise

Agent Based ModelingAI AlgorithmsAI AppsArtificial IntelligenceChatGPTChatGPT Data EntryChatGPT IntegrationChatGPT Prompt EngineeringChatGPT3Data ExtractionData ManagementGemini AILangChainLLMLLM Prompt EngineeringMake.comMcpN8nPrompt EngineeringRag

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