As MCP hits 97 million monthly downloads and Gartner projects 40% of enterprise apps will run AI agents by year-end, Skill Refinery founder Matt Cretzman argues the infrastructure is ready — but the knowledge layer on top of it is empty.
-- The Model Context Protocol (MCP), the open standard that connects AI models to external tools and data, just crossed 97 million monthly SDK downloads, less than 18 months after its November 2024 launch. The official 2026 MCP roadmap, released March 9, signals a clear pivot toward enterprise-grade infrastructure: audit trails, SSO integration, and multi-agent coordination. Meanwhile, Gartner projects 40% of enterprise applications will integrate task-specific AI agents by year-end 2026, up from less than 5% today. The infrastructure story is compelling. But Matt Cretzman, founder and CEO of Skill Refinery, says the more important story is what’s missing: a knowledge layer with any real substance.
A Platform Built for Expert Knowledge, Not Technical Tools
Of the 5,800+ MCP servers currently available, the vast majority are technical connectors: database integrations, code assistants, API bridges. The coaching industry, the publishing industry, the advisory community — the experts who have spent decades developing proven frameworks for leadership, negotiation, operations, and strategy — have no way to make their knowledge available through AI. Simultaneously, Gartner flagged at its March 2026 Data and Analytics Summit that four out of five organizations increased AI investments this year, yet only one in five can show measurable ROI. The diagnosis: fragmented tribal knowledge and expert context that AI agents can’t access. That’s the problem Skill Refinery was built to solve.
Skill Refinery is an AI knowledge platform that extracts proven methodologies from books, courses, and coaching frameworks and delivers them as structured skill cards — accessible through Claude, ChatGPT, and Microsoft Copilot via MCP. Unlike static content, skill cards adapt to a user’s specific context in real time. A negotiation framework doesn’t sit in a PDF. It gets applied to your specific deal, counterparty, and industry, on demand, inside the AI tool you’re already using. The platform’s first published expert, Tony Jeary — known as The RESULTS Guy, with a 40+ year career coaching Fortune 500 presidents at Walmart, Ford, Samsung, Shell, and American Airlines — has skills live and accessible today. Source files never re-enter AI context windows after extraction, addressing the IP exposure concerns that enterprise buyers raise in nearly every sales conversation.
The Right Moment to Build This
Cretzman spent years as a fractional CMO helping B2B companies grow before recognizing a pattern: the best expertise inside every organization — the strategic frameworks, the hard-won playbooks, the institutional knowledge that took decades to build — was being ignored by every AI deployment he observed. “Every enterprise we talked to was deploying AI on top of databases and documents. Nobody was deploying it on top of their experts,” said Cretzman. “The MCP buildout has given us the delivery infrastructure. We’re building the library that goes on top of it.” Skill Refinery serves three audiences: individual experts monetizing their IP through Creator Storefronts, enterprises preserving institutional knowledge in private skill libraries, and peer advisory communities sharing curated knowledge bases with their members.
“The technical layer for AI agents is built. Every major platform has adopted MCP. What’s missing is the content; specifically, the expert-grade human knowledge that should be powering those agents. Five thousand servers and not one of them delivers a proven framework from a business author, a peer advisory chair, or an expert with 40 years in their field. That’s a gap you can drive a category through.”
— Matt Cretzman, Founder & CEO, Skill Refinery
About Matt Cretzman
Matt Cretzman is the Founder and CEO of Skill Refinery and the founder of Stormbreaker Digital, an AI agent systems agency serving B2B companies across manufacturing, healthcare, and technology. He has founded nine companies across AI agent systems, legal technology, EdTech, and B2B SaaS. He is the co-author of The LinkedIn Advantage with Tony Jeary. More information is available at mattcretzman.com. Skill Refinery is live at skillrefinery.ai.
About the company: Skill Refinery (skillrefinery.ai) converts expert intellectual property into AI-native skill cards delivered through Claude, ChatGPT, and Microsoft Copilot. Founded by Matt Cretzman, the company is headquartered in Dallas, Texas.
Contact Info:
Name: Matt Cretzman
Email: Send Email
Organization: Skill Refinery
Website: http://mattcretzman.com
Release ID: 89188047
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