Role & responsibilities

MCP Architecture & Development

- Lead the design and implementation of MCP servers using Python.
- Build and maintain MCP tools that expose backend capabilities to AI/LLM clients.
- Own MCP server architecture, including:
- Tool registration and invocation
- Resource and context lifecycle management
- Secure communication patterns
- Ensure MCP implementations align with scalability, reliability, and performance requirements.

MCP Testing & Validation (Critical Responsibility)

- Design and develop test agents to validate MCP server behavior.
- Create automated functional, integration, and regression tests for MCP servers and tools.
- Build test agents that simulate:
- AI clients
- Tool invocations
- Context and resource exchanges
- Execute and validate MCP servers across:
- Local development environments
- CI/CD pipelines
- Cloud deployments
- Perform performance and load testing of MCP servers and tools.
- Troubleshoot MCP issues across runtime, tool execution,



and agent interactions.

Python Development Skills

- Robust handson experience with Python for:
- MCP server development
- Automation and scripting
- Test agent implementation
- Experience designing clean, maintainable, and testable Python codebases.
- Familiarity with asynchronous programming and concurrency in Python.

CI/CD, DevOps & Cloud

- Integrate MCP servers, tools, and test agents into CI/CD pipelines.
- Automate build, test, and deployment workflows.
- Experience working with Docker and containerized environments.
- Deploy and operate MCP servers in cloud platforms.
- Implement logging, monitoring, and observability for MCP runtimes.

AI & Agent Integration

- Experience integrating MCP servers with LLMbased systems and agent frameworks.
- Understanding of agentdriven workflows and toolcalling patterns.

📌 MCP Lead Developer WITH Strong python (Hyderabad)
🏢 Cloudxtreme
📍 Hyderabad