Find, trial, compare, and govern AI agents before hiring
Multi-agent Orchestration
Frameworks and tools for coordinating multiple agents, teams, roles, swarms, or AI workforces.
Which technical function should the agent perform?
Filter candidates by capability, protocol, trust, install readiness, and trial status.
- Coordinate several agents around one outcome.
- Assign specialist roles and handoffs.
- Inspect launch packets before running a team.
Recommended trials and bundles
This is a reference sheet for developers running AI coding agents day to day. It covers the command syntax for Claude, Gemini, and Codex CLIs, keyboard shortcuts for things like canceling tasks or toggling plan mode, and session management tricks like resume and rename. The Git section shows patterns for auto-generating commits and PRs, plus worktree workfl...
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This is a production-focused reference for building LLM agents that won't embarrass you in production. It covers the full lifecycle: architecture selection (workflow vs planner vs multi-agent), MCP tool integration, RAG pipelines, guardrails, observability with OpenTelemetry, and deployment patterns. The framework comparison table alone is worth it, compari...
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
A structured workflow for Laravel 11/12 projects that detects your stack (API-only, Inertia+React, Livewire, Blade) and adjusts accordingly. It enforces reading AGENTS.md and docs/ first, uses Laravel Boost MCP tools for searching framework docs and inspecting routes, and follows modern Laravel conventions like bootstrap/app.php configuration and Form Reque...
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Use when users ask to discover, install, list, check, update, remove, back up, restore, sync, or initialize Agent Skills, mention `bunx skills`, `npx skills`, `skills.sh`, or `skills-lock.json`, ask "find a skill for X", or want help extending agent capabilities with installable skills.
- Fit
- 61 / 100
- Trust
- Verified source
- Install
- MCP ready
Review links
Anvil — AI-powered feature development pipeline (CLI + dashboard)
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Universal AI Agent OS — governed skills, rules, and commands for AI coding assistants (Claude Code, Augment, Cursor, Copilot, Windsurf). Read-only MCP bridge serves prompts and resources from a release-pinned content bundle.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Digital workers, Human results. For Sales, RevOps, and Go-to-Market Teams.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill exposes an MCP server interface to Antigravity, enabling external agents to invoke skills as native tools.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you connect AI agents to a decentralized DVM network, register, post tasks, trade compute, and build reputation with lightning tips.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps OpenClaw agents persist and recover memory with structured, searchable vaults, ensuring session continuity and rapid recap.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Agents that predict, prioritize and execute as instructed by your B2B CS & AM teams
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Review links
Technical category pages stay focused on job browsing; complete review records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
4955 matching candidates for Multi-agent Orchestration. Open candidate profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role categoryOpen the focused review record
- 03Agent inventoryBrowse the matching inventory
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-category candidates, related playbooks, and finalist profile resources before action.