# BlueRock

> BlueRock provides observability, context, and control for agentic AI systems operating in production — powered by the Trust Context Engine. Teams build on trusted components, observe execution as it unfolds, and operate with confidence.

## The Problem: The Agentic Execution Gap

Code defines intent. Runtime defines behavior. AI agents interpret context, select tools, access data, and decide what to do next — at the app runtime. Their behavior emerges in production, not in the model. Each team sees a fragment. No one sees the whole. We call this the Agentic Execution Gap.

BlueRock maps the full Agentic Action Path — from model decision through tool calls, MCP servers, data access, and runtime execution to downstream outcome — powered by durable agent identifiers that persist across the chain.

## Products

### MCP Trust Registry
Security-focused MCP server registry with risk ratings and private repo scanning. 10,000+ MCP servers scanned, with 9.2% having critical vulnerabilities. Analysis covers 22 security rules mapped to OWASP MCP Top 10, MAESTRO, and MITRE CWE frameworks. Code-level findings with evidence down to the line.
- URL: https://mcp-trust.com

### YOLObox
Secure sandbox for agent development with full Agentic Action Path visibility. Deploy in under 5 minutes via CloudFormation. Zero-change or one-line CLI activation. Contained poisoned tools during MCP server initialization — prevented the agent from adapting exploit techniques independently.

### Observability + Guardrails
Unified observability across the full Agentic Action Path plus runtime guardrails for pre-execution enforcement. Root cause isolation in seconds vs. hours. Reduces manual log correlation by 90%+. Blocks privilege escalation and prevents SSRF attacks at the MCP layer with less than 5ms latency overhead.

All three products are powered by the Trust Context Engine — continuous context enrichment across the full agent action path.

## Key Data

- 10,000+ MCP servers scanned in the MCP Trust Registry
- 9.2% of scanned servers have critical vulnerabilities
- 36.7% have unbounded URI / SSRF vulnerability
- 43% have command injection flaws
- 20,000+ new MCP servers published monthly
- 22 security rules mapped to OWASP MCP Top 10, MAESTRO, and MITRE CWE
- YOLObox deploys in under 5 minutes via CloudFormation
- Guardrails add less than 5ms latency overhead
- Reduces manual log correlation by 90%+

## How BlueRock Compares

| Tool Category | What It Sees | What It Misses |
|---|---|---|
| Prompt Tracing (Langfuse, LangSmith) | LLM inputs/outputs | Tool execution, data flows, app runtime behavior |
| Gateways | Tool call requests | Data access patterns, code execution, chained behavior |
| Sandboxes | Isolated execution | Cross-agent paths, production behavior |
| Traditional Observability (Datadog, New Relic) | Metrics, logs, traces | Agentic action semantics, emergent decision paths |
| BlueRock | Full Agentic Action Path | — |

## Who BlueRock Serves

- AI agent developers building and shipping agents
- DevOps and platform engineering teams operating agents at scale
- Product security and AppSec teams governing agent behavior
- MCP server builders ensuring their servers are safe and observable
- Engineering leaders scaling agentic systems without choosing between speed and safety

## Key Concepts

- **Trust Context Engine**: BlueRock's core technology layer — enriches execution with identity, trust attributes, and operational signals across agents, tools, MCP servers, and infrastructure
- **Agentic Action Path**: The chain from model → agent → MCP → data → execution → outcome. What the agent actually did.
- **Agentic Execution Gap**: Runtime behavior accelerates while visibility remains fragmented. The foundational problem BlueRock solves.
- **The Blue Path**: The middle ground between unrestricted experimentation and restrictive governance — developers move fast, systems remain safe.
- **Durable Agent Identifiers**: Unique IDs that persist across every step of the agent action path, from decision to downstream impact.
- **Three Execution Boundaries**: Tools, data, and execution — the three boundaries every agent action crosses.

## Links

- Website: https://bluerock.io
- MCP Trust Registry: https://mcp-trust.com
- Blog: https://bluerock.io/blog
- LinkedIn: https://linkedin.com/company/bluerockai