"Viber" matching MCP servers:

Enables MCP clients to analyze images through DeepSeek's vision model using three input methods: local image files, external image URLs, and uploaded file IDs.

Enables AI-assisted coding workflows to validate code changes through an adversarial debate between the coding agent and a critic LLM, surfacing only deadlocked decisions for human review.

MCP server providing tools to interact with Vibe Marketolog agent API for landing page audit, cost tracking, and account status, with call logging and caching.

This server enables decidable, hardware-attested semantic verification of AI outputs using on-chip ballistic walks, providing reproducible receipts that can be recomputed byte-for-byte.