27 Detection Engines
15 CPU/regex + 5 cloud + 7 AI-powered across Monitor/Protect/Enforce.
DEVELOPERS
Governance from your first line of code.
One integration model, multiple entry points. Use gateway, SDK, MCP, CLI, or batch ingest and get the same governance outputs.
SETUP MODEL
Gateway proxy for zero-code routing
Python / Node SDKs for app-level control
MCP server for IDE-native workflows
CLI for scanning and CI/CD pipelines
Batch ingest for offline trace review
INTEGRATION PATHS
Change one environment variable
Point your existing OpenAI-compatible calls at TrustScope Gateway. No code changes required.
export OPENAI_BASE_URL=https://api.trustscope.ai/gateway
export TRUSTSCOPE_API_KEY=ts_live_abc123If it makes LLM calls, TrustScope can govern it. Read quickstart →
CLI COMMANDS
One tool, eight commands.
| Command | What it does |
|---|---|
| trustscope scan | Detect ungoverned AI agents, hardcoded keys, missing audit trails |
| trustscope watch | Local proxy with loop detection, velocity limits, and cost caps |
| trustscope test | Run prompts through PII, injection, jailbreak, and toxicity engines |
| trustscope check | Run a specific detection engine against input |
| trustscope traces | Query trace history by agent, time range, or severity |
| trustscope replay | Replay a trace through current policy evaluation |
| trustscope export | Export traces as JSON, CSV, or Parquet |
| trustscope init | Generate .trustscope.yaml and optional CI workflow |
Supports GitHub Actions and GitLab CI. Full CLI reference →
MCP SUPPORT
Governance tools in every editor.
Claude Desktop
Cursor
VS Code + Continue
Windsurf
Seven tools: policy check, audit logging, detection, trace query, human approval, compliance status, and agent DNA. MCP setup guide →
FRAMEWORK SUPPORT
LangChain
CrewAI
AutoGen
LlamaIndex
OpenAI Agents SDK
Google ADK
Semantic Kernel
Direct API
WHAT YOU GET
Real-time Blocking
Policy modes for simulate, alert, and block with fail-open controls.
Agent DNA Fingerprinting
Behavioral baselines, drift detection, tool signatures, and prompt fingerprints.
Immutable Audit Trail
Every governed action gets a signed receipt with hash chain position and optional timestamp anchoring.
Session Replay
Reconstruct full request journeys for debugging and incident response.
Compliance Exports
AIUC-1, NIST AI RMF, ISO 42001, SOC 2, EU AI Act evidence mapping.
OPEN SOURCE
CLI is Apache-2.0 licensed
Inspect the code, run local checks, and integrate into your own toolchain with no black boxes.
View CLI repositoryDeveloper Handbook
Repository map, local development setup, environment variables, deployment runbook, and go-live checklist.
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