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Roles / Technical Category
Review matching candidates
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Multi-agent Orchestration
Frameworks and tools for coordinating multiple agents, teams, roles, swarms, or AI workforces.
4955total
4955filtered
14page
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
mcpservers / skill
tavily-best-practices
Web search API for LLMs with real-time data access, content extraction, site crawling, and AI-powered research. Five core methods: search() for web results, extract() for URL content, crawl() for site-wide extraction, map() for URL discovery, and research() for end-to-end AI synthesis Supports Python and JavaScript SDKs with async clients for parallel queri...
MCPHTTPCLISDK
- Fit
- 74 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / skill
firebase-data-connect
PostgreSQL-backed GraphQL backend with auto-generated type-safe SDKs for web, mobile, and Flutter. Define GraphQL schema with @table decorators and relationships; Data Connect generates SQL and GraphQL operations automatically Write queries and mutations in GraphQL with filtering, ordering, pagination, and upsert support; transactions available via @transac...
MCPHTTPCLISDK
- Fit
- 74 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / skill
developing-genkit-go
Develop AI-powered applications using Genkit in Go. Use when the user asks to build AI features, agents, flows, or tools in Go using Genkit, or when working…
MCPHTTPCLISDK
- Fit
- 74 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / skill
developing-genkit-python
Develop AI-powered applications using Genkit in Python. Use when the user asks about Genkit, AI agents, flows, or tools in Python, or when encountering Genkit…
MCPHTTPCLISDK
- Fit
- 74 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
agents skill by elevenlabs/skills
This skill helps you build and manage ElevenLabs voice AI agents with multi-LLM support, tools, and real-time conversation across platforms.
MCPHTTPCLISDK
- Fit
- 74 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / tool
Kubernetes MCP Server
A versatile MCP server for Kubernetes and OpenShift, distributed as a native binary, npm/Python package, or Docker image.
MCPHTTPCLISDK
- Fit
- 74 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
mcpservers / tool
YouTube Transcript MCP Server
Download transcripts directly from YouTube videos. Browse YouTube Transcript MCP Server for Claude, Cursor, VS Code, and other AI agents.
MCPCLIHTTPSDK
- Fit
- 74 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
appinsights-instrumentation skill by github/awesome-copilot
This skill guides you to instrument a web app with Azure App Insights for comprehensive telemetry and improved observability.
MCPCLISDKHTTP
- Fit
- 74 / 100
- Trust
- Verified source
- Install
- MCP ready
Review links
mcpservers / skill
azure-hosted-copilot-sdk
Build and deploy GitHub Copilot SDK apps to Azure. WHEN: build copilot app, create copilot app, copilot SDK, @github/copilot-sdk, scaffold copilot project,…
MCPHTTPCLISDK
- Fit
- 74 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
remoteopenclaw / skill
clawhub
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
CLIMCP
- Fit
- 73 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
github / skill
mcp-use/mcp-use
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
MCPCLISDK
- Fit
- 73 / 100
- Trust
- High traction
- Install
- MCP ready
Review links
playbooks / skill
rag-architect skill by jeffallan/claude-skills
This skill helps design and optimize retrieval-augmented generation systems with vector databases, chunking, and evaluation for reliable knowledge grounding.
MCPHTTPCLI
- Fit
- 73 / 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.