Tork sits between your AI agents and the outside world. Every MCP tool call, every API request, every database query passes through governance before it executes.
Purpose-built for Model Context Protocol. Scan MCP servers, govern tool calls, and enforce policies across Claude, Cursor, and Windsurf agents.
Require manual approval for high-risk actions. Your agents propose, your team decides. Slack, email, and dashboard integrations.
Instantly halt any agent with a single API call. Block all tool calls, notify your team, and generate an audit trail — in milliseconds.
Define JSON rules for what agents can do. Block dangerous tools, restrict data access, and enforce least-privilege across your fleet.
50+ PII types across 13 countries. Zero configuration — automatic region detection via IP and content signals. Custom PII patterns available on Enterprise.
Every governance decision generates a cryptographic, hash-chained audit entry. Hand these to auditors for HIPAA, GDPR, SOC 2, or PCI-DSS.
Write human-readable YAML policies.
policies:
- name: pii-protection
action: REDACT
patterns: [email, phone]Add Tork to your AI pipeline.
from tork_governance import Tork tork = Tork() result = tork.govern(output)
Get dashboards and receipts.
# Every evaluation creates
# a signed receipt:
{
"decision": "ALLOW",
"hmac": "a3f2c1..."
}8 published SDKs (Java and Swift in progress), a CLI, and an MCP server
$ pip install tork-governance$ npm install tork-governanceWorks with Claude Desktop, Cursor, and any MCP-compatible client
View documentation on GitHub →Three ways to manage AI governance. Pick what works for you.
Point and click. Embed our React dashboard directly in your app.
<TorkAdminConsole apiKey="..." />
Full programmatic control. Python, JavaScript, or REST API.
tork = Tork()
Ask Claude or Cursor to configure governance for you.
"Register a tool that blocks --force flag"
All three methods write to the same database. Changes apply everywhere instantly.
Production-ready compliance without the complexity
49 governance tools via Model Context Protocol. Drop-in integration with Claude, Cursor, and MCP clients.
Learn more →Block dangerous flags, enforce allowlists. Rate limiting and target environment restrictions.
Learn more →Human approval with fatigue detection. Velocity alerts catch slicing attacks.
Learn more →Define rules in YAML, enforce everywhere. Block, warn, or allow based on content.
Learn more →Auto-detect and redact 50+ PII types across 13 countries. Zero configuration — region detected from request IP and content signals. Enterprise: custom pattern builder with test harness.
Learn more →HMAC-signed, tamper-evident audit trails. Designed to help demonstrate compliance.
Learn more →Deploy in observation mode first. Tork observes and records your traffic patterns automatically.
Learn more →Tork significantly reduces AI safety risks through multiple detection layers. No AI safety solution guarantees 100% protection. We recommend using Tork as part of a defense-in-depth strategy. See our Terms of Service for details.
What sets us apart from the competition
Designed to monitor agent memory drift. Helps identify when agents may deviate from safety instructions or exhibit unexpected behavioral changes.
Works with LangChain, CrewAI, AutoGen, OpenAI, Anthropic, and any custom framework. One governance layer for all.
49 governance tools via Model Context Protocol. Drop-in integration with Claude Desktop, Cursor, and any MCP client.
Stop any agent instantly with tork agent kill. Freeze for investigation, resume when safe. Full audit trail.
Potentially malicious skills exist in the MCP ecosystem. Tork Guardian is designed to scan, flag, and help govern skill interactions — reducing risk for your agents.
Trusted by developers building AI
Tork intercepts and governs at the protocol layer — not just content. Every message inspected, every decision receipted.
Governance for agent-to-agent communication. Every A2A message is inspected, redacted if needed, and receipted before delivery.
Full ACP message governance with PII detection, policy enforcement, and cryptographic audit trails.
Govern the bridge between agents and user interfaces. Ensure no sensitive data surfaces in UI streams.
Enforce consent policies across your agent stack. Every interaction logged, every consent decision receipted.
Tork learns your agent fleet's behavior, enforces budgets, caches results, and alerts you when something changes.
Per-agent and per-org daily/monthly call limits enforced in Redis. Budget exceeded? The call is blocked before it reaches the LLM.
SHA-256 content-addressed caching for governed tool calls. Identical inputs return cached results instantly — zero redundant LLM spend.
Learns normal call patterns per org — volume, agents, PII types, active hours. Flags anomalies with a 0-100 score in real time.
Automated daily report comparing today vs yesterday. New agents, volume spikes, PII changes — delivered to your inbox at 7am UTC.
Deploy a fully governed AI assistant on your website in minutes. Multi-agent intelligence, compliance built in.
7 specialized LangGraph agents route every conversation to the right expertise — fleet, policy, pricing, booking, escalation — automatically.
Every message passes through Tork’s L3/L6 compliance pipeline. PII detection, audit receipts, and escalation controls — no extra setup.
Upload your documents, customize your widget, copy one line of code. Your AI assistant is live on your website in minutes, not months.
50+ PII types auto-detected across 13 countries — no region configuration required
Cryptographic proof for every AI interaction
Not a generic chatbot — purpose-built AI for your industry
Streaming SSE for instant, token-by-token delivery
Trusted by Value Car Hire · RentWorks Africa
First-class support for every major agent communication protocol
Google’s agent communication protocol — governed with PII detection and cryptographic receipts.
/api/v1/govern/a2aCisco/Agentio standard for agent networks — policy enforcement and audit logging on every exchange.
/api/v1/govern/acpCopilotKit’s frontend protocol — every user-facing AI interaction scanned before it reaches the screen.
/api/v1/govern/aguiTork’s consent verification layer — ensure every AI action has proper authorization with tamper-proof receipts.
/api/v1/govern/consentEvery protocol message is scanned for PII, checked against your policies, and logged with an auditable governance receipt — before it reaches your agents.
The definitive guide to AI governance. Free.
94 pages covering why multi-agent systems need governance, how to implement it, and what happens when you don't. Co-authored by the Tork founding team.
Real governance scenarios powered by Tork.
“Deployed Torky in under a week. Our after-hours enquiries are now handled instantly.”
Value Car Hire
Car Rental · Cape Town, South Africa
“The governance layer gave us the confidence to deploy AI customer-facing. Full audit trail, zero compliance concerns.”
RentWorks Africa
Fleet Management · Johannesburg, South Africa
“A customer service AI agent was leaking email addresses and phone numbers in its responses. Tork’s PII detection layer caught and redacted the sensitive data before it reached end users.”
PII Detection in Action
Customer Service AI Use Case
These scenarios illustrate common governance use cases. Results vary based on configuration and deployment.
From car rental to financial services to education — governed AI at every scale.
AI assistant handling fleet queries, pricing, booking, and insurance — 24/7 with governance.
70%+ enquiries automated · Sub-2s response · Lead capture built in
Compliance-first AI governance for banking and insurance. PII detection, audit trails, POPIA + GDPR aligned.
136 adapters · Cryptographic receipts · Multi-framework support
AI-powered learning across 2,600+ textbook titles. RAG retrieval for institutional knowledge bases.
Pearson partnership · ASEAN market · B2B + B2C
Beyond tooling — a proposed framework for measuring AI governance quality.
Simple pricing for teams of all sizes. All plans include core governance features.
Custom governance infrastructure for large organizations. Dedicated support, SLAs, and white-glove onboarding.
Starting at $2,000 USD/mo
See Enterprise PlansAll prices in USD. Local currency conversion available at checkout via Stripe.
How to Build a Safer, Smarter, and More Prosperous World with Autonomous AI
By Yusuf Jacobs · 94 pages · 21 chapters
A practical guide to AI governance. From PII redaction to compliance receipts, learn how to build governance systems that actually work.
The only governance platform built for the multi-agent era.
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