{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.DeChuks-hub/llmshift","description":"Find retiring LLM calls in code and test the replacement model on real traffic before switching.","title":"llmshift","repository":{"url":"https://github.com/DeChuks-hub/llmshift","source":"github"},"version":"0.1.4","packages":[{"registryType":"pypi","registryBaseUrl":"https://pypi.org","identifier":"llmshift","version":"0.1.4","runtimeHint":"uvx","transport":{"type":"stdio"},"packageArguments":[{"value":"mcp","type":"positional"}],"environmentVariables":[{"description":"For tools that call OpenAI models (compare, pick, fix, safety). Not needed for scan or models.","isSecret":true,"name":"OPENAI_API_KEY"},{"description":"For tools that call Claude models. Not needed for scan or models.","isSecret":true,"name":"ANTHROPIC_API_KEY"},{"description":"For tools that call Gemini models. Not needed for scan or models.","isSecret":true,"name":"GEMINI_API_KEY"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-10-24T22:21:16.883772Z","publishedAt":"2026-10-24T22:21:16.883772Z","updatedAt":"2026-10-24T22:21:16.883772Z","isLatest":true}}}