Oblivious AGENT vs Repello MCP Gateway: Side-by-Side Comparison (2026)

Oblivious AGENT: Privacy-preserving AI agent platform for running LLMs on sensitive data. built by Oblivious. Core capabilities include Confidential computing / trusted execution environment for AI agents, Privacy-preserving processing of sensitive data with LLMs, Encrypted data processing — raw data not exposed during computation..

Repello MCP Gateway: Security gateway for monitoring and protecting MCP-based AI agent tool calls. built by Repello AI. Core capabilities include Prompt injection detection and blocking, Tool poisoning attack detection, MCP traffic inspection and filtering..

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

Oblivious AGENT differentiates with Confidential computing / trusted execution environment for AI agents, Privacy-preserving processing of sensitive data with LLMs, Encrypted data processing — raw data not exposed during computation. Repello MCP Gateway differentiates with Prompt injection detection and blocking, Tool poisoning attack detection, MCP traffic inspection and filtering.

Oblivious AGENT is developed by Oblivious. Repello MCP Gateway is developed by Repello AI. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Oblivious AGENT and Repello MCP Gateway serve similar Agentic AI Security use cases: both are Agentic AI Security tools, both cover Generative AI. Review the feature comparison above to determine which fits your requirements.