Catalog
Every x402, MPP, MCP, and skill listing we've indexed, normalized, and enriched.
Run deterministic browser steps with settled screenshots and event logs for agents
Use Agent Browser Protocol when an agent needs browser actions to resolve into stable step results, complete with screenshots and surfaced events, instead of racing an always-live browser session.
Run declarative Kubernetes test suites against clusters before operator or manifest changes merge with KUTTL
Express Kubernetes test steps and assertions in YAML, then execute them against a real cluster before shipping controller or manifest changes.
Run day-2 OpenClaw operations with production runbooks and reusable prompt patterns from openclaw-runbook
Use a practical OpenClaw operations runbook to stabilize long-running deployments, tune coordinator and worker patterns, and apply reusable prompt templates for monitoring, security, and cost control.
Run contract tests from API descriptions against live endpoints before integrations break with Dredd
Lets an agent execute OpenAPI or API Blueprint contract checks against a running service so spec drift is caught before release.
Run continuous workflow agents with AutoGPT
Self-host AutoGPT to build, test, deploy, and operate continuous AI agents for repeatable multi-step workflows.
Run context → spec → implement coding loops in Claude Code with Conductor
Turn Claude Code into a structured project workflow that captures context, plans work, and executes implementation in reviewable tracks.
Run configurable multi-source deep research passes with Open Deep Research
Use Open Deep Research when an agent should run a configurable research job that searches, compresses, synthesizes, and writes a cited report across multiple model and search backends.
Run computer-use agents inside cross-OS desktop sandboxes with CUA
Launch computer-use agents in Linux, macOS, Windows, or Android sandboxes and drive full desktop tasks through screenshots, mouse, keyboard, and shell controls.
Run coding agents in isolated observable VibeKit sandboxes
Launch coding agents such as Claude Code, Gemini, or Codex in clean sandboxed sessions with redaction and run observability.
Run coding agents in a locked-down local sandbox with repo-only filesystem access and controlled egress using agent-sandbox
Put Claude Code, Codex, Gemini, or other supported agent CLIs inside a persistent local sandbox instead of letting them operate directly on the host.
Run code review and PR autofix workflows with CodeRabbit Skills
Trigger CodeRabbit review passes from an agent and work unresolved PR feedback threads into guided or batch autofix loops.
Run Claude Code with spec-driven quality gates via Pilot Shell
Wrap Claude Code sessions in a spec, approval, and verification workflow before risky implementation work lands.
Run Claude Code through repeatable command and persona workflows with SuperClaude
Turn Claude Code into a command-driven workflow surface for research, planning, implementation, testing, and review instead of steering every step ad hoc.
Run Claude Code inside GitHub Actions for scoped fix, review, and triage loops on pull requests and issues
Use Claude Code as a bounded GitHub Actions worker for PR reviews, issue follow-up, and repository automation that stays inside normal workflow triggers and runner policy.
Run browser and API automation through the Playwright MCP server
Expose Playwright browser and API automation commands to MCP-capable agents for supervised test workflows.
Run bounded Codex jobs inside GitHub Actions for PR review and repo maintenance with codex-action
Use codex-action when an agent operator wants Codex to run inside GitHub Actions for PR review or scheduled repo work with explicit workflow permissions, prompts, and CI boundaries.
Run blocked-site browser tasks through anti-bot friendly sessions with Camofox Browser
Use Camofox Browser to route agent browser work through an anti-detection browser server with stable element refs, snapshots, cookies, proxies, and session isolation.
Run autonomous white-box pentests against web apps and APIs with Shannon
Analyze a web app's source code, execute real exploit attempts against the running target, and return proof-backed findings before release.
Run autonomous improve verify keep-or-revert loops across coding tasks with autoresearch
Turn Claude Code, OpenCode, or Codex into a metric-driven loop that makes one change at a time, verifies it mechanically, and keeps or reverts automatically.
Run approved MCP servers through Docker MCP Gateway
Use Docker MCP Gateway to run MCP servers in isolated containers, centralize profiles, secrets, tools, and client connections.
Run and lifecycle-manage MCP servers in isolated environments with ToolHive before local MCP sprawl turns brittle
Use ToolHive to install, isolate, update, and govern MCP servers so agents connect to a predictable local or Kubernetes-backed tool surface instead of a pile of hand-managed server processes.
Run AI coding agents in isolated containers and compare their behavior side by side with VibePod CLI
Launch supported coding agents in Docker, collect local metrics and HTTP traces, and compare their runs in a built-in dashboard.
Run AI browser regression checks with Playwright and multi-model verification through Passmark
Execute natural-language browser regression tests with Playwright, caching, auto-healing, and multi-model assertion verification.
Run AI-assisted security triage with role-based SOC runbooks from ai-runbooks
Use ai-runbooks to give AI assistants role-specific SOC personas, investigation steps, and incident-response procedures for structured security triage.