rafapra3008/cervellaswarm

Overview

A verification language for AI agent protocols similar to how mypy works for Python. It uses 3696 tests to check multi-agent communication with zero external dependencies.

Best for

Best for
Developers constructing custom multi-agent systems that need strict protocol verification

Use cases

• Verify communication protocols between autonomous AI agents
• Ensure type safety in multi-agent message exchanges
• Test agent interactions without runtime overhead

Notes

A verification language for AI agent protocols similar to how mypy works for Python. It uses 3696 tests to check multi-agent communication with zero external dependencies.

8 stars on GitHub. Last updated 2026-05-27. Licensed Apache-2.0.

Use cases

• Verify communication protocols between autonomous AI agents
• Ensure type safety in multi-agent message exchanges
• Test agent interactions without runtime overhead

Pros

• Extensive test suite (3696 tests) provides high verification coverage
• Zero dependencies keeps the tool lightweight and easy to integrate
• Focused specifically on multi-agent protocol correctness

Cons

• Very low community adoption (8 GitHub stars) suggests limited real-world use
• Lack of integrations with popular agent frameworks may require custom setup
• Documentation and examples likely minimal given the early stage

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.