ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
Agent Claude Code
Triages GitHub issues by investigating whether they've been resolved in the codebase, recommending closures, and helping craft polite closure messages. Use when doing bug triage sessions or cleaning up stale issues.
Agent Claude Code
Reviews code for ToolHive best practices, security patterns, Go conventions, and architectural consistency.
Agent Claude Code
Maintains consistent documentation, updates CLI docs, and ensures documentation matches code behavior.
Agent Claude Code
Write, generate, or create new Go code — functions, structs, interfaces, methods, or complete packages.
Agent Claude Code
Specialized in Kubernetes operator patterns, CRDs, controllers, and cloud-native architecture for ToolHive.
Agent Claude Code
PROACTIVELY use for MCP protocol questions, transport implementations, JSON-RPC debugging, and spec compliance verification. Expert in the current stable MCP specification.
Agent Claude Code
Specialized in OAuth 2.0, OIDC, token exchange, and authentication flows for ToolHive.
Agent Claude Code
Security guidance for code reviews, architecture decisions, auth implementations, and threat modeling.
Agent Claude Code
Observability and monitoring guidance — OpenTelemetry instrumentation, metrics, tracing, and monitoring stack configuration.
Agent Claude Code
Architectural oversight, task breakdown, and delegation for complex multi-component features.
Agent Claude Code
Codebase knowledge, navigation, and implementation guidance — use for understanding existing code and patterns.
Agent Claude Code
Write comprehensive unit tests for Go code — functions, methods, or components that need thorough test coverage.