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Roles / Technical Category
Review matching candidates
Next best action: Open a profile, compare evidence, then run a sandbox trial
Multi-agent Orchestration
Frameworks and tools for coordinating multiple agents, teams, roles, swarms, or AI workforces.
4955total
4955filtered
131page
413pages
Category fit
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
playbooks / skill
mcp-development skill by eyadsibai/ltk
This skill helps you design and implement MCP server workflows for model context protocols, enabling reliable integration with external services.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mcp-exa-search skill by vaayne/agent-kit
This skill helps you perform web searches, company research, and code context lookups using Exa AI for fresh, relevant results.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mcp-expert skill by brixtonpham/claude-config
This skill helps you build, configure, and execute MCP servers and tools, enabling seamless integration of external APIs for agent-centric workflows.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mcp-oauth-cloudflare skill by jezweb/claude-skills
This skill adds production-ready OAuth authentication to MCP servers on Cloudflare Workers, enabling Google Sign-In and user context with DCR.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mcp-patterns skill by 0xdarkmatter/claude-mods
This skill helps you build and integrate MCP server patterns for Claude Code, enabling tool hosting, resource exposure, and robust server workflows.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mcp-patterns skill by yonatangross/orchestkit
This skill provides proven MCP server patterns for building, securing, and debugging deployments with advanced authentication, UI, and tool integrations.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mcp-sdk-python-bootstrapper skill by a5c-ai/babysitter
This skill bootstraps a Python MCP server project with proper structure, tooling, and transport setup for rapid AI-driven workflows.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mcp-server-builder skill by ntaksh42/agents
This skill generates production-ready MCP servers in Python or TypeScript with Tools, Resources, and Prompts following best practices.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mcp-server-builder skill by patricio0312rev/skills
Builds Model Context Protocol (MCP) servers for Claude with tools, resources, and prompts. Use when users request "create MCP server", "build Claude tool", "MCP integration", or "custom Claude tools".
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mcp-server-generator skill by krosebrook/source-of-truth-monorepo
This skill helps you design, configure, and deploy MCP servers that integrate external APIs and data sources with Claude.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mcp-server-skills skill by gocallum/nextjs16-agent-skills
This skill enables building MCP servers in Next.js with shared Zod schemas and reusable actions for consistent, scalable tooling.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
mcp-tools skill by wayne930242/merlin-my-pai
This skill helps you design, implement, and debug MCP server tools with a clear service and tool layer, type-safe results, and standardized errors.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Review support
Open Category guide
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.
Category guideTechnical role guideAgent inventoryResource mapReview guideAPI referenceSite contextSitemapProfile resources
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.
Review route: OpenAI review tools can start with openai.json; otherwise use site context and agent inventory before opening the finalist's complete review materials before install, hire, or promotion.