Multi-Agent Collaboration Literature Review, 107 Papers Analyzed (2022–2025)

A reflexive thematic analysis of 107 papers, frameworks, and protocols from 2022 to 2025 identifies shared primitives and interaction patterns across the multi-agent AI ecosystem. The systematic literature review was conducted by author ryanyen22 using constant comparison methodology. The dataset page was last updated on May 27, 2026.

Use Cases

• Identify common design patterns in multi-agent systems based on the thematic analysis of interaction patterns.
• Survey available frameworks and libraries for multi-agent AI development based on the reviewed literature.
• Analyze the evolution of communication protocols in multi-agent AI based on the 2022–2025 time coverage.

Strengths

• Analysis covers 107 distinct papers, frameworks, and protocols.
• Applies a defined methodology (reflexive thematic analysis with constant comparison).
• Focuses on a specific and recent time period (2022–2025).

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The full description is hosted externally, requiring a click-through for complete context.

Provenance

Source

huggingface user ryanyen22

Collection Method

Systematic literature review using reflexive thematic analysis.

Time Range

2022–2025

Freshness

Last updated 2026-05-27 15:41:30; freshness should be verified.