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 skill guides Grafana Pyroscope profiling across languages and deployments, enabling continuous performance insights, tracing, and scalable Kubernetes
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you write and refactor pytest tests effectively by guiding fixtures, mocking, parametrization, and markers for reliable Python testing.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you integrate and utilize Pyth Network price feeds in Solana apps, covering on-chain data, EMA prices, and real-time updates.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you implement Python observability patterns for structured logging, metrics, and tracing to improve monitoring and diagnostics.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you build AI apps and agents with the inferencesh Python SDK, enabling async or sync runs, streaming, file uploads, and tool integration.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you design Pythonic SDKs with async support and strong type hints, improving reliability and developer productivity.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you implement comprehensive testing strategies and organize tests with robust mocking patterns for reliable TypeScript test suites.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill orchestrates a full pre-production validation sweep for GCP apps, generating test plans, executing checks, and producing go/no-go reports.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Run and stabilize iOS tests (XCTest, XCUITest, Swift Testing) on simulators and devices with xcodebuild/simctl: choose destinations, manage simulator state, control flakes (locale/time/network/animations), configure CI, and collect/parse xcresult artifacts.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Qdrant vector database: collections, points, payload filtering, indexing, quantization, snapshots, and Docker/Kubernetes deployment.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill enables seamless management of Qiniu KODO object storage for uploading, listing, downloading, deleting, and URL retrieval across MCP, Node.js SDK,
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill stores and recalls persistent memories via FlightBox on the Quack Network to preserve context across sessions.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Review links
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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.