See what your agents actually do.

End-to-end observability and guardrails across the full agentic action path — from dev to production.


BlueRock maps what agents actually do — every tool call, data access, and code execution — so you can debug in dev, ship to production, and add guardrails when you’re ready. One platform. Same visibility. Dev to prod.

Deploy in under 5 min ▫️ Full action path ▫️ Dev to prod

Agentic-forward teams are embedding agents into real production workflows across tools, MCP servers, data, and infrastructure.

As execution becomes more dynamic at runtime, visibility fragments and ownership blurs. BlueRock helps organizations adopt an AgenticOps approach—connecting decisions to downstream impact across the full action chain, so engineering and security teams can move fast and scale responsibly.

Agentic-forward teams are embedding agents into real production workflows — across tools, MCP servers, data, and infrastructure. The action path fans out: single agent becomes multi-agent, experiments become customer-facing systems.

Three things break at the same time:

Visibility Gap

You can’t debug what you can’t see. Traditional monitoring doesn’t show what agents actually do at runtime.

Who feels it: Developers, DevOps

Trust & Safety Gap

No structured way to evaluate tool safety. 1 in 5 MCP packages give 100% runtime access.

Who feels it: Security, Developers

Collaboration Gap

Engineering builds, Security reacts, DevOps operates — nobody has shared context on what agents are doing.

Who feels it: Everyone

See the full agentic action path —
in dev and in production.

One platform. Same visibility. From sandbox to scale.

BlueRock gives every AI agent an immutable execution identifier — based on what’s actually running — and uses it to deliver end-to-end observability and in-agent guardrails across the full chain:

The BlueRock Agentic Observability & Guardrail Platform

Agentic Observability

See every agent action: tools → data → execution.

Unified action map, drift detection, MCP + agent telemetry correlation.

See the Agentic Action Map

Agentic Sandbox

Isolate, observe, and safely run agents in minutes. Zero-change or one-line CLI. Safe experimentation with full action visibility.

Register for Agentic Sandbox — Free

MCP Server Protection

Block unsafe actions before they run (tools, data, execution). Tool governance, data access rules, execution guardrails. Pre-execution enforcement.

Learn How to Secure Actions

MCP Trust Registry

Know which MCP servers are safe before you connect. Security ratings, tool exposure mapping, remediation guidance. The only security-focused MCP registry.

Explore the Registry

What you can do today

agent → tool

agent → tool

Agent

Agent

MCP Server

MCP Server

  • Trace invocations + parameters

  • Sandbox policies (allow/block; optional modify via scope/params)


Request visibility; drift drill-down

  • Trace invocations + parameters

  • Sandbox policies (allow/block; optional modify via scope/params)


Request visibility; drift drill-down

  • Inventory exposed tools; drift/versions

  • Invocation guardrails (approve/ allow-list + runtime controls)


Tool execution controls

  • Inventory exposed tools; drift/versions

  • Invocation guardrails (approve/ allow-list + runtime controls)


Tool execution controls

agent → data

agent → data

Agent

Agent

MCP Server

MCP Server

  • Observe read/write patterns; scope

  • Enforce egress limits; scope access


Deny-by-default resource access

  • Observe read/write patterns; scope

  • Enforce egress limits; scope access


Deny-by-default resource access

  • Monitor access patterns and transfers

  • Prevent mass exfiltration; stop token smuggling


MCP→agent key leakage controls

  • Monitor access patterns and transfers

  • Prevent mass exfiltration; stop token smuggling


MCP→agent key leakage controls

agent → code execution

agent → code execution

Agent

Agent

MCP Server

MCP Server

  • Observe process/file activity

  • Block unsafe execution; isolate artifacts


Runtime protections baked-in

  • Observe process/file activity

  • Block unsafe execution; isolate artifacts


Runtime protections baked-in

  • Observe server runtime & container drift

  • Harden: cmd injection, RCE, SSRF, path traversal, privilege escalation


Auditable blocks + artifact isolation

  • Observe server runtime & container drift

  • Harden: cmd injection, RCE, SSRF, path traversal, privilege escalation


Auditable blocks + artifact isolation

Deployment Options for Agentic Observability Sandbox

Fast Mode

Launch as PaaS

In minutes, access the BlueRook Agentic Observability Sandbox to build your agentic workflows and unlock end-to-end visibility on what your agents are actually doing and develop context-aware guardrails.

Register for Agentic Sandbox — Free

Flex Mode

Download self-hosted BlueRock Agentic Observability

Launch via a single command-line and your agent is running inside or have an agent framework launch the sandbox.

Download from AWS - Free

Compatibility

  • Agentic platforms: CrewAI, LangChain, Google ADK and many more

  • MCP servers: Python (now), Java (now), Node.js / TypeScript (Q1)

  • Infrastructure: AWS, Azure (Q1), GCP (Q1)

  • BlueRock Pre-Packaged Images: Amazon Linux 2023 v6.12, Ubuntu v24.x, Amazon Bottlerocket v1.43 

  • Observability: Any OTEL-native event collector

  • IaC: Terraform, CloudFormation

Answers to common questions about BlueRock and agentic security

BlueRock helps teams see every agentic action across agents, tools, data, and runtime—and enforce guardrails before risky actions execute.


These FAQs cover what you get, how it works, and how to get started.

What is the BlueRock Agentic Protection Platform?

BlueRock is the first security platform purpose-built to see and secure autonomous agent actions across tools, data, and execution before they run. Unlike gateways that inspect prompts at the edge, BlueRock operates at runtime—where agents actually execute—to provide visibility, control, and pre-execution enforcement.

How is BlueRock different from MCP gateways?

What signals does BlueRock capture?

What products are included in the platform?

How do we get started with BlueRock?

Answers to common questions about BlueRock and agentic security

BlueRock helps teams see every agentic action across agents, tools, data, and runtime—and enforce guardrails before risky actions execute.


These FAQs cover what you get, how it works, and how to get started.

What is the BlueRock Agentic Protection Platform?

BlueRock is the first security platform purpose-built to see and secure autonomous agent actions across tools, data, and execution before they run. Unlike gateways that inspect prompts at the edge, BlueRock operates at runtime—where agents actually execute—to provide visibility, control, and pre-execution enforcement.

How is BlueRock different from MCP gateways?

What signals does BlueRock capture?

What products are included in the platform?

How do we get started with BlueRock?

Answers to common questions about BlueRock and agentic security

BlueRock helps teams see every agentic action across agents, tools, data, and runtime—and enforce guardrails before risky actions execute.


These FAQs cover what you get, how it works, and how to get started.

What is the BlueRock Agentic Protection Platform?

BlueRock is the first security platform purpose-built to see and secure autonomous agent actions across tools, data, and execution before they run. Unlike gateways that inspect prompts at the edge, BlueRock operates at runtime—where agents actually execute—to provide visibility, control, and pre-execution enforcement.

How is BlueRock different from MCP gateways?

What signals does BlueRock capture?

What products are included in the platform?

How do we get started with BlueRock?