{"company":{"name":"Umutlu AI Labs","website":"https://web-production-956c8.up.railway.app","headquarters":{"city":"Istanbul","country":"Türkiye"},"incorporated":"Türkiye","founded":null,"industry":"Developer tools · AI security","funding":"Bootstrapped, no outside capital","stage":"Pre-launch, building","contact":"murat@umutlu.net"},"founder":{"name":"Ali Murat Umutlu","title":"Founder","linkedin":"https://www.linkedin.com/in/alimuratumutlu","github":"https://github.com/alimuratumutlu"},"product":{"name":"Preflight","summary":"A trust layer for Model Context Protocol servers, built on Claude.","buildsOn":"Claude, by Anthropic","claudeModels":[{"model":"Claude Haiku","role":"Triage clerk","runs":"Every entry, several times a day (planned)"},{"model":"Claude Sonnet","role":"Test agent","runs":"Every inspection (planned)"},{"model":"Claude Opus","role":"Adjudicator","runs":"Flagged findings only (planned)"}],"status":{"done":["Ingestion and normalisation of the official MCP Registry: 4,759 active servers indexed, with de-duplication and quarantine rules (snapshot of 5 October 2026, partial traversal)."],"building":["Sandbox runner: container isolation, egress logging and canary credentials.","Claude test agent on the Agent SDK, with the probe library.","Report schema v0 and the adjudication pass."],"planned":["The first 100 public reports, starting with the most-installed npm and PyPI servers.","Coordinated disclosure with maintainers before every publication.","A CI check for MCP authors that runs on every release.","A pre-install check for Claude Code users.","An allowlist API for platform and security teams."]}},"supportRequestedFromAnthropic":["API credits","Technical guidance","A disclosure path","Ecosystem reach"],"evidence":{"mcpRegistrySnapshot":{"source":"https://registry.modelcontextprotocol.io/v0.1/servers","observedAt":"2026-10-05","traversalComplete":false,"received":4800,"active":4759,"inactiveExcluded":34,"quarantined":7,"remoteEndpoint":4316,"withSourceRepository":2084,"withoutSourceRepository":2675,"installablePackages":605,"packageRegistries":{"npm":472,"pypi":90,"mcpb":35,"oci":22,"nuget":13},"behaviouralTestField":false}},"disclaimer":"Umutlu AI Labs is independent and is not affiliated with or endorsed by Anthropic."}