Verified AI Skills
for Enterprise

Plug-and-play AI capabilities with published benchmarks, known failure modes, and ongoing validation — so you can adopt AI faster without building and testing everything in-house.

Browse Skills Get Started

New to MCP?

Your AI can do the work.
Show it how.

MCP (Model Context Protocol) is an open standard that lets AI assistants — Claude, ChatGPT, Copilot — connect to external tools and real data. One protocol, any model, any tool.

Proofwork builds MCP servers for high-stakes domains. Instead of the AI guessing from training data, it reasons over certified reference data — tariff schedules, regulatory rulings, compliance databases — and shows its sources.

Read the full primer

Connect in seconds

One URL. Any MCP-compatible AI assistant. No API keys, no SDK, no installation. Free to start.

https://trade-core.proofworklabs.com/mcp

Add this URL to any AI assistant that supports MCP. Currently works with Claude and ChatGPT.

See setup instructions

How It Works

Three steps. No new AI stack. Works with what you already have.

Step 1

Ask your AI a question

Works with Claude, ChatGPT, and any AI assistant that supports the MCP standard.

Step 2

AI calls the skill server

Via MCP, the AI pulls certified reference data and domain instructions.

Step 3

Get a verified answer

The AI reasons with evidence, not guesswork. Sources included.

Why Proofwork

Additive, not replacement

Works with your existing AI

Your company already invested in Claude, ChatGPT, or Copilot. Proofwork skills plug into what you have via the open MCP standard — no second AI stack, no new vendor lock-in. Add domain expertise to the tools your team already knows.

Claude

GPT

Copilot

+ Proofwork skill

Future-proof

Improves as models improve

Skills are portable across frontier models. When the next model ships, your workflows get better automatically. We continuously test model compatibility and re-certify — so you don't have to revalidate every upgrade.

GPT-4o

Opus 4.6

Next gen

Same skill, better results

Transparent

Benchmarked, not black-box

Every skill publishes accuracy scores, failure categories, and model compatibility. You know exactly what you're getting before you deploy — and we track regression history across every update so you can see if anything changes.

MetricScore

Accuracy90.5%

Test cases100

Models tested3

Last certifiedMar 2026

Your data never leaves your infrastructure

Skills run in your AI workspace. Your documents, queries, and results stay between you and your AI provider. Proofwork certifies the skill before you use it — we provide the expertise, not the AI.

Security & compliance details