fast-agent: fast-agent is a CLI-first framework for building and interacting with sophisticated multimodal AI agents and workflows. It offers comprehensive support for various LLM providers, structured outputs, and vision, with unique features like MCP Feature support and live streaming responses to the terminal.; uxc: UXC helps agents and automation discover and invoke APIs and tools across OpenAPI, MCP, GraphQL, gRPC, and JSON-RPC through one consistent workflow. It provides discovery-first interaction, structured invocation, and reusable auth. It aims to unify protocol-specific differences behind a single CLI entrypoint.
Rapid development and testing of sophisticated multimodal AI agents and workflows.
Agent and skill authors needing a stable way to call many remote systems