Tommy Nguyen

ci: add workflow for k8s-bench evaluations on push/PR

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### PR Summary This update introduces a new GitHub workflow (`k8s-bench-evals.yaml`) designed to facilitate self-service, on-demand execution of Kubernetes benchmark evaluations. It provides manual trigger capabilities, allowing PR owners or...

Add HTTP and stdio MCP Client Implementations with Unified Interface

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## Summary This PR introduces comprehensive client implementations for the Model Context Protocol (MCP), supporting both HTTP and stdio-based communication methods. It refactors the codebase to define a unified `MCPClient`...

ci(workflows): add random task selection in CI periodic job

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## Summary This update refactors the CI pipeline in `.github/workflows/ci-periodic.yaml` to select a random task dynamically from available task directories. Instead of running a fixed eval, it now lists tasks...

feat: add keyword search functionality to registry service

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## Motivation and Context ### Summary This pull request enhances the MCP Registry service to support keyword searching across server names and descriptions for both REST API clients and internal...

Support for the latest OpenAI Whisper model is needed. https://github.com/openai/whisper

URL Support

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I’d like to have a feature that allows me to control my voice with URLs. For instance, if I want to start recording, I can simply say “start recording.” Similarly,...

[Feature]: Support Oauth for MCP Client

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With the latest [mcp-go library](https://github.com/mark3labs/mcp-go/releases/tag/v0.34.0), the MCP client now has a powerful new capability to handle authentication with well-known remote MCP servers such as Atlassian, Asana, Linear, and others. Keeping...

Recently, I've noticed a trend where people [reverse engineer](https://github.com/ericc-ch/copilot-api) GitHub Copilot and expose its API for various useful purposes. I'm wondering if we could add native support for this. I...

MCP Client Misbehave

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After the latest refactoring of the tools package, it looks like the MCP client is having some issues with converting the schema. ``` λ kubectl-ai % ./kubectl-ai -v=4 --llm-provider openai...

feat(mcp): add argument serialization for JSON compatibility

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## Summary This update refactors the `SerializeArgsForMCP` function to improve argument serialization for MCP servers. It now recursively handles nested structures such as maps and slices, and converts complex types...