mcp-stdio-guard: mcp-stdio-guard is a tool that validates MCP stdio servers by catching stdout pollution and handshake failures before they affect clients. It starts the server, performs a real MCP initialize handshake, optionally sends a post-initialize request like tools/list, validates every stdout frame, and scans source for risky stdout calls. It helps ensure MCP servers conform to the stdio transport protocol.; FunASR: FunASR is a fundamental end-to-end speech recognition toolkit. It offers industrial-grade speech recognition, being 170x faster than Whisper, supporting over 50 languages, and integrating features like speaker diarization, emotion detection, and streaming.
CI/CD pipeline to validate MCP stdio servers before deployment
Meeting transcription with speaker labels, timestamps, and punctuation