mcp-agentic-framework

An MCP-based communication framework enabling multiple AI agents to collaborate through asynchronous messaging, built with TDD and functional programming principles - a clean, tested reference for MCP server design.

View source on GitHub

Key takeaways

• 01

  Async agent-to-agent messaging over MCP primitives

• 02

  TDD applied to MCP servers: tools are testable functions

Flows built on this research

MCP & Tooling

Testing MCP Tools

Bring TDD discipline to MCP servers: unit-test handlers, protocol-test the surface, and contract-test against a real host.

4 steps · 60-90 minutes

MCP & Tooling

Tool Permissioning Tiers

Classify tools by risk and enforce tiered permissions: auto-allow, session-allow, always-ask, and never - enforced in the harness.

4 steps · 60-90 minutes