Migrate Stagehand (Browserbase) AI flows to MCP-compatible plans. Deterministic Playwright calls compile to plan ops; stagehand.act/extract/observe preserve their natural-language prompts. Run agent flows at zero LLM tokens in Claude Code, Cursor, and any
CLI for MetaObjects: scaffold, codegen, migrate, and drift-detection commands.
Detect and sync drift between Loop configuration files (STATE.md ↔ LOOP.md, Skills versions)
Ship agentic. Stay coherent. Self-checking code integrity for AI coding agents, in the loop via MCP.
Comprehensive security guards for LLM-powered and agentic AI applications - 35 guards covering OWASP Top 10 for LLMs 2025, Agentic Applications 2026, and MCP Security. All guards accessible via unified TrustGuard facade. Features prompt injection (PAP/per
Reference implementation of the Ironclad standard — multi-agent dev harness for Claude Code.
Observability and a transparent, auditable agent graph for Massive Intelligence (IM) swarms: OpenTelemetry-compatible span tracing, incremental drift detection, failure attribution, loop detection, thirteen alert channels, and SHA-256-chained, Ed25519-sig
Drift-prevention framework — keep distributed facts in sync.
Decantr CLI - adopt, verify, graph, and govern frontend codebases touched by AI agents
MCP server for Decantr — exposes Contract context, typed graph artifacts, and verification evidence to AI coding assistants
Shared verification, typed findings, graph anchors, Project Health, and evidence schemas for Decantr
Discovered, modeled, and governed repository structure. SlopBrick scans source code, classifies it against 95 rules in 15 categories, computes 4 scores (aiQuality, engineeringHygiene, security, repositoryHealth), and persists the structure for AI agents a
Local Markdown documentation hub with a built-in MCP server — coding agents create ADRs, draw diagrams and detect drift while you code.