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"roadmap.sh" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceDiagnose why an AI agent failed and get the verified fix instantly. Free, no token.
Validates AI infra code on real VMs. Self-corrects until it works. No containers, no sandboxes.
Physics-based validation of simulation results: receipts with per-check verdicts, via MCP.