{"apiVersion":"v1","directorySlug":"completionkit-mcp-d528a4bda5","title":"CompletionKit: test and improve your AI app","description":"Prompt evaluation for AI apps. Run prompts against real inputs, score outputs 1-5 with an LLM judge, ship only what improved. Free on Cloud, or self-host.","pageUrl":"https://www.mcpbundles.com/skills/completionkit-mcp-d528a4bda5","connectPath":"importable","connectAction":"import_server","catalogListing":false,"bundleSlug":null,"listingKind":"remote_mcp","kind":"provider","transportUrl":"https://completionkit.com/mcp","hostedMcpUrl":null,"toolCount":54,"toolInventoryStatus":"observed","refreshedAt":"2026-11-03T13:26:00.516172+00:00","registryName":"com.completionkit/completionkit-mcp-d528a4bda5","registryVersion":"2026.11.3","registryEligible":true,"agentAction":"click_install","installLinks":[{"id":"cursor","label":"Cursor","href":"cursor://anysphere.cursor-deeplink/mcp/install?name=CompletionKit-test-and-improve-your-AI-app&config=eyJ1cmwiOiAiaHR0cHM6Ly9jb21wbGV0aW9ua2l0LmNvbS9tY3AifQ%3D%3D"},{"id":"vscode","label":"VS Code","href":"vscode:mcp/install?%7B%22name%22%3A%22CompletionKit-test-and-improve-your-AI-app%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fcompletionkit.com%2Fmcp%22%7D"},{"id":"vscode-insiders","label":"VS Code Insiders","href":"vscode-insiders:mcp/install?%7B%22name%22%3A%22CompletionKit-test-and-improve-your-AI-app%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fcompletionkit.com%2Fmcp%22%7D"},{"id":"claude-web","label":"Claude.ai","href":"https://claude.ai/customize/connectors?modal=add-custom-connector&connectorName=CompletionKit%3A+test+and+improve+your+AI+app&connectorUrl=https%3A%2F%2Fcompletionkit.com%2Fmcp"},{"id":"codex","label":"Codex","copyText":"codex mcp add \"CompletionKit-test-and-improve-your-AI-app\" --url \"https://completionkit.com/mcp\""},{"id":"chatgpt","label":"ChatGPT","href":"https://www.mcpbundles.com/docs/integrations/chatgpt"}],"mcpServerUrl":"https://completionkit.com/mcp"}