Iris – first MCP-native eval and observability tool for AI agents
MCP-native observability means zero code changes for compatible agents.

Captures the 'why' behind AI changes live, fixing git blame's inability to show reasoning.
Teams maintaining AI-generated codebases long-term
Git Blame · Sourcegraph · LangSmith
MCP-native observability means zero code changes for compatible agents.
SQLite + FTS5 + vector search beats per-repo context files for global memory.
Finally, an MCP server that uses your actual cookies instead of spawning headless browsers.
Captures architectural decisions once, every agent reads them automatically via MCP.
ESLint for agent context files stops drift before it burns tokens and breaks workflows.
IETF-backed security proxy for MCP agents when the protocol has none.