{"id":"klavis","name":"Klavis","af_score":60.2,"security_score":70.0,"reliability_score":null,"what_it_does":"YC X25-backed platform providing 100+ pre-built MCP integrations with OAuth support for AI agents. Offers three products: Strata (intelligent connectors that optimize context window usage), MCP Integrations (pre-built connectors for services like Gmail, Slack, GitHub), and MCP Sandbox (scalable environments for LLM training and reinforcement learning). Available as cloud-hosted, self-hosted Docker, Python/TypeScript SDKs, or REST API.","best_when":"You are building AI agents that need to connect to many external services through MCP, especially with OAuth authentication and multi-user support, and want pre-built integrations rather than building each connector from scratch.","avoid_when":"You only need one or two simple MCP integrations, want to avoid any API key management overhead, or need deep customization that a platform abstraction layer would hinder.","last_evaluated":"2026-03-01T09:50:05.752156+00:00"}