Natoma MCP Gateway vs Pebblo (Safe Agent/Safe Infer): Side-by-Side Comparison (2026)

Natoma MCP Gateway: Enterprise gateway for managing AI agent access to enterprise data via MCP. built by Natoma. Core capabilities include Centralized MCP server deployment and management, Catalog of verified and monitored MCP servers, Auto-generation of MCP servers from OpenAPI specifications..

Pebblo (Safe Agent/Safe Infer): AI agent governance platform securing MCP traffic, prompts, and data access. built by Daxa.ai. Core capabilities include Safe Infer: inline inspection of IDE-to-model traffic, blocking and redacting sensitive content in prompts and completions, Safe MCP: MCP Gateway with vetting, sandboxing, runtime permissions, and supply-chain containment for MCP servers, Prompt and command injection detection and stripping before reaching agents or tools..

Both serve the Agentic AI Security market but differ in approach, feature depth, and target audience.

Natoma MCP Gateway differentiates with Centralized MCP server deployment and management, Catalog of verified and monitored MCP servers, Auto-generation of MCP servers from OpenAPI specifications. Pebblo (Safe Agent/Safe Infer) differentiates with Safe Infer: inline inspection of IDE-to-model traffic, blocking and redacting sensitive content in prompts and completions, Safe MCP: MCP Gateway with vetting, sandboxing, runtime permissions, and supply-chain containment for MCP servers, Prompt and command injection detection and stripping before reaching agents or tools.

Natoma MCP Gateway is developed by Natoma. Pebblo (Safe Agent/Safe Infer) is developed by Daxa.ai. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Natoma MCP Gateway and Pebblo (Safe Agent/Safe Infer) serve similar Agentic AI Security use cases: both are Agentic AI Security tools, both cover Least Privilege. Review the feature comparison above to determine which fits your requirements.