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Shubham Attri

PROFILE

Shubham Attri

Developed and integrated the Model Context Protocol (MCP) across the julep-ai/julep platform, enabling dynamic tool discovery, registration, and access to external data sources through MCP servers. The work involved implementing client transports using Streamable HTTP and Server-Sent Events (SSE), updating TypeSpec definitions, and enhancing provider logic. Focused on backend development with Python and TypeScript, the project included comprehensive refactoring for transport alignment, improved session management, reconnection strategies, and robust error handling. Extensive testing and documentation updates ensured reliability and compatibility, while security improvements such as SDK version gating and removal of deprecated transports strengthened deployment stability.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

13Total
Bugs
0
Commits
13
Features
1
Lines of code
2,429
Activity Months1

Work History

September 2025

13 Commits • 1 Features

Sep 1, 2025

September 2025 monthly summary for julep-ai/julep. Delivered a comprehensive Model Context Protocol (MCP) integration across the Julep platform, enabling dynamic tool discovery/registration and access to external data sources/tools via MCP servers. Implemented client transports (Streamable HTTP and SSE) with TypeSpec updates, provider logic, tests, and updated documentation. Security and compatibility improvements included removal of stdio, session management, reconnection/backoff, enhanced error handling, and SDK/version gating. Updated MCP transport typing and documentation to reflect SSE/Streamable HTTP changes; ensured MCP SDK v1.8.0+ requirement for Streamable HTTP. Substantial refactoring to align transports and logging with other integrations, accompanied by comprehensive tests and documentation updates.

Activity

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Quality Metrics

Correctness97.6%
Maintainability95.4%
Architecture96.2%
Performance90.8%
AI Usage27.6%

Skills & Technologies

Programming Languages

MarkdownPythonShellTOMLTypeScriptTypescriptYAML

Technical Skills

API DesignAPI IntegrationBackend DevelopmentCode CleanupDependency ManagementDocumentationDocumentation RemovalError HandlingIntegration DevelopmentLoggingNetwork ProgrammingProtocol ImplementationPythonPython DevelopmentRefactoring

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

julep-ai/julep

Sep 2025 Sep 2025
1 Month active

Languages Used

MarkdownPythonShellTOMLTypeScriptTypescriptYAML

Technical Skills

API DesignAPI IntegrationBackend DevelopmentCode CleanupDependency ManagementDocumentation