{"slug":"jfrog-mcp-registry","name":"JFrog MCP Registry","domain":"jfrog.com","verdict":"As of 2026-07-15, ChatGPT, Claude, Gemini, Grok collectively rank JFrog MCP Registry #9 of 11 for mcp registry. Source: https://modelsagree.com/product/jfrog-mcp-registry (modelsagree.com, CC BY 4.0).","best_rank":9,"categories":1,"entries":[{"slug":"best-mcp-registry","title":"Best MCP registry","rank":9,"of":11,"score":2,"appearances":1,"modelRanks":{"Grok":4},"reason":"WHY: Unified with proven software supply chain security (scanning, policies, AI Catalog integration), strong versioning/governance for vetted servers—valuable for security-conscious orgs treating MCP as part of the artifact lifecycle. FIX: Heavily enterprise-oriented with focus on binaries/supply chain; less agile for rapid public discovery or lightweight dev use.","reasons":[{"model":"Grok","reason":"WHY: Unified with proven software supply chain security (scanning, policies, AI Catalog integration), strong versioning/governance for vetted servers—valuable for security-conscious orgs treating MCP as part of the artifact lifecycle. FIX: Heavily enterprise-oriented with focus on binaries/supply chain; less agile for rapid public discovery or lightweight dev use."}],"fixes":[{"model":"Grok","fix":"Heavily enterprise-oriented with focus on binaries/supply chain; less agile for rapid public discovery or lightweight dev use."}],"updated":"2026-07-15","api":"https://modelsagree.com/api/v1/best/best-mcp-registry.json"}],"page":"https://modelsagree.com/product/jfrog-mcp-registry","check":"https://modelsagree.com/check?q=JFrog%20MCP%20Registry","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}