Question 1

What is Tork?

Accepted Answer

Tork is AI agent governance middleware that sits between AI agents and the tools they call. It scans every interaction for PII, enforces configurable policies, and generates cryptographic compliance receipts.

Question 2

Does Tork work with MCP?

Accepted Answer

Yes. Tork provides 48 MCP governance tools and a published MCP server that works with Claude, Cursor, Windsurf, and any MCP-compatible client.

Question 3

What AI frameworks does Tork support?

Accepted Answer

Tork supports 116+ framework adapters including LangChain, CrewAI, AutoGen, OpenAI Agents, LlamaIndex, Semantic Kernel, Haystack, and more across 11 programming languages.

Question 4

How much latency does Tork add?

Accepted Answer

Tork adds approximately 20ms per governance check via the cloud API. PII detection runs locally at sub-millisecond speeds via the Gravity Field engine.

Question 5

How does Tork detect PII?

Accepted Answer

Tork detects 50+ PII types including emails, phone numbers, SSNs, credit cards, Medicare numbers, and regional formats across 13 countries. Detection uses a hybrid regex + NER approach running locally with sub-millisecond latency. Detected PII is redacted before reaching AI models.

Question 6

Is Tork open source?

Accepted Answer

Yes. Tork's core SDK is MIT licensed and available on GitHub. The open source core includes policy enforcement, PII detection, and local audit logs. Tork Cloud adds centralised dashboards, team management, SSO, and enterprise features.

Question 7

How do I install Tork?

Accepted Answer

Install via your language's package manager: pip install tork (Python), npm install @tork-network/tork-js (JavaScript), go get github.com/torkjacobs/tork-go-sdk (Go), gem install tork-ruby (Ruby), cargo add tork-rust (Rust). Add 3 lines of code to start governing your AI agents.

What Governed AI Looks Like

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