Rebuilt our agentic framework this week to solve tool integration hell. Instead of treating internal and external tools differently, everything now speaks MCP (Model Context Protocol).
Key technical wins:
Horizontal architecture eliminates sequential bottlenecks
Auto-discovery means agents find and chain tools dynamically
External MCP tools integrate with zero friction
Internal tools follow same protocol as external ones
Example: Agent can automatically chain GoogleSearch → ContentGeneration → FileSystem → EmailTool for complex workflows, all discovered at runtime.
Horizontal architecture eliminates sequential bottlenecks Auto-discovery means agents find and chain tools dynamically External MCP tools integrate with zero friction Internal tools follow same protocol as external ones
Example: Agent can automatically chain GoogleSearch → ContentGeneration → FileSystem → EmailTool for complex workflows, all discovered at runtime.
Open source, Python: pip install metis-agent