SOUNDTRACK // IRON UNDER PRESSURE
JEZWEB // GRID OSv2026
JEZWEB

> mcp // jezweb platform & knowledge

Model Registry
for AI.

Unified AI model discovery for agents. Search, compare, and find the right model across all providers, powered by OpenRouter.

Hundreds of AI models are available across OpenAI, Anthropic, Google, Meta, Mistral and more, and they change constantly. The Model Registry lets your AI assistant search, compare and recommend models by use case, capability or provider, so you can make an informed choice rather than guessing from memory or outdated documentation.

GOOD FOR // Developers and AI engineers who need to pick the right model for a task, whether that's balancing cost and quality for a production deployment or finding something capable of a specific feature like vision or long context.

Search & filter models

Filter the full model catalogue by provider, capability (vision, tool use, reasoning) or keyword. Find the right model for the job without trawling provider documentation.

Compare models side by side

Compare 2 to 5 models at once (context window, pricing, capabilities and other key details) so trade-offs are clear before you commit.

Recommendations & new arrivals

Ask for the best model for a specific use case and get a reasoned recommendation. Check what models have been recently added to stay current with the fast-moving landscape.

What's the best model for structured JSON extraction right now?

Compare Claude Sonnet, GPT-4o and Gemini Flash on context window and price.

Which models support vision and have a context window over 100k tokens?

What new models have been added in the last two weeks?

search Filter by provider, capability, keyword query?`, `provider?`, `capability?`, `limit?
get Full details for a specific model model_id
compare Side-by-side 2-5 models model_ids` (array)
recommend Best models for a use case use_case` enum
new Recently added models days?`, `limit?

Works with Claude (Code, Desktop, claude.ai), and any MCP-compatible client. OAuth on first connect: no keys to paste.

claude mcp add --transport http model-registry-mcp https://models.mcp.jezweb.ai/mcp

claude.ai: Settings → Connectors → Add connector → https://models.mcp.jezweb.ai/mcp