pump-ai-agents

To coordinate multiple AI agents across Copilot, Claude, and Gemini, you can use the Pump SDK. It provides standardized agent instruction files and a cross-skill registry to guide behavior, manage LLM context, and enable multi-LLM workflows.

Skill discovery for MCP server automation works by silently registering skills via .well-known endpoints. This approach allows scalable onboarding of new agent capabilities without manual configuration, streamlining the integration process.

Safe AI agent operations are enforced through documented terminal management rules and security invariants provided by the Pump SDK. These rules ensure that multi-LLM workflows and automated processes remain secure and controlled.

Yes, the Pump SDK manages LLM context resources by providing structured context documents and a cross-skill registry. This streamlines agent knowledge sharing and reuse across different multi-LLM workflows.

To get started with deploying AI agents, load the provided agent instruction files into your environment and register the MCP server. This quick start configuration enables immediate multi-LLM workflow orchestration.