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Skills system backend work for ToolHive Studio

apiItems related to the APIItems related to the API

cliChanges that impact CLI functionalityChanges that impact CLI functionality

documentationImprovements or additions to documentationImprovements or additions to documentation

goPull requests that update go codePull requests that update go code

skillsSkills lifecycle managementSkills lifecycle management

Task 📋

Status: Open.

#4896 In stacklok/toolhive;

· samuv opened on Apr 16, 2026

Architecture documentation for local vMCP

cliChanges that impact CLI functionalityChanges that impact CLI functionality

enhancementNew feature or requestNew feature or request

vmcpVirtual MCP Server related issuesVirtual MCP Server related issues

Status: Open.

Chore 🧹

#4890 In stacklok/toolhive;

· yrobla opened on Apr 16, 2026

E2E tests: optimizer tiers and regression

cliChanges that impact CLI functionalityChanges that impact CLI functionality

enhancementNew feature or requestNew feature or request

vmcpVirtual MCP Server related issuesVirtual MCP Server related issues

Status: Open.

Task 📋

#4889 In stacklok/toolhive;

· yrobla opened on Apr 16, 2026

E2E tests: quick mode and config-file mode

cliChanges that impact CLI functionalityChanges that impact CLI functionality

enhancementNew feature or requestNew feature or request

vmcpVirtual MCP Server related issuesVirtual MCP Server related issues

Status: Open.

Task 📋

#4888 In stacklok/toolhive;

· yrobla opened on Apr 16, 2026

Wire optimizer flags into thv vmcp serve

cliChanges that impact CLI functionalityChanges that impact CLI functionality

enhancementNew feature or requestNew feature or request

vmcpVirtual MCP Server related issuesVirtual MCP Server related issues

Status: Open.

Task 📋

#4887 In stacklok/toolhive;

· yrobla opened on Apr 16, 2026

Implement zero-config quick mode for thv vmcp serve

cliChanges that impact CLI functionalityChanges that impact CLI functionality

enhancementNew feature or requestNew feature or request

vmcpVirtual MCP Server related issuesVirtual MCP Server related issues

Status: Open.

Task 📋

#4886 In stacklok/toolhive;

· yrobla opened on Apr 16, 2026

Add thv vmcp init subcommand

cliChanges that impact CLI functionalityChanges that impact CLI functionality

enhancementNew feature or requestNew feature or request

vmcpVirtual MCP Server related issuesVirtual MCP Server related issues

Status: Open.

Task 📋

#4885 In stacklok/toolhive;

· yrobla opened on Apr 16, 2026

Implement EmbeddingServiceManager in pkg/vmcp/cli/

cliChanges that impact CLI functionalityChanges that impact CLI functionality

enhancementNew feature or requestNew feature or request

vmcpVirtual MCP Server related issuesVirtual MCP Server related issues

Status: Open.

Task 📋

#4884 In stacklok/toolhive;

· yrobla opened on Apr 16, 2026

Add thv vmcp serve and thv vmcp validate subcommands

cliChanges that impact CLI functionalityChanges that impact CLI functionality

enhancementNew feature or requestNew feature or request

vmcpVirtual MCP Server related issuesVirtual MCP Server related issues

Status: Open.

Task 📋

#4883 In stacklok/toolhive;

· yrobla opened on Apr 16, 2026

Add init.go to pkg/vmcp/cli/ for config scaffolding

cliChanges that impact CLI functionalityChanges that impact CLI functionality

enhancementNew feature or requestNew feature or request

vmcpVirtual MCP Server related issuesVirtual MCP Server related issues

Status: Open.

Task 📋

#4882 In stacklok/toolhive;

· yrobla opened on Apr 16, 2026

Unit tests for pkg/vmcp/cli/ serve and validate logic

cliChanges that impact CLI functionalityChanges that impact CLI functionality

enhancementNew feature or requestNew feature or request

vmcpVirtual MCP Server related issuesVirtual MCP Server related issues

Status: Open.

Task 📋

#4881 In stacklok/toolhive;

· yrobla opened on Apr 16, 2026

Extract shared vMCP logic into pkg/vmcp/cli/ (serve + validate)

cliChanges that impact CLI functionalityChanges that impact CLI functionality

enhancementNew feature or requestNew feature or request

vmcpVirtual MCP Server related issuesVirtual MCP Server related issues

Status: Open.

Task 📋

#4879 In stacklok/toolhive;

· yrobla opened on Apr 16, 2026