The Model Context Protocol (MCP) just celebrated its first anniversary. In one year, it went from an Anthropic project to the de facto standard for connecting AI agents to tools. Major platforms adopted it. Enterprises deployed thousands of servers. An entire ecosystem emerged.
The technical design deserves credit. But working closely with the MCP community—including Den Delimarsky, one of the core maintainers—I’ve observed something remarkable: the protocol succeeded because they prioritized governance early.
As Den put it in his reflection on MCP’s first year, the community that came together is “a massive, massive highlight.” That didn’t happen by accident—it came from governance decisions that kept everyone aligned while the ecosystem flourished.
Most teams do the opposite. They build features first, attract users, then scramble to establish governance when conflicts arise. By then, competing interests have calcified, and any governance structure feels like a political compromise.
But we at Microsoft know scale and enterprise, and we’ve learned what governance means. MCP took a different path, and it’s why the protocol is thriving rather than fragmenting.
Foundation Before Features
Think about building a city. You don’t add neighborhoods first, then figure out who controls the zoning. You establish the foundation—who makes decisions, how conflicts get resolved—before the first building goes up.
That’s governance: the decision-making structure that guides evolution. Without it, you get chaos. With it, you get coordinated growth—an ecosystem, not just a vendor-specific solution.
MCP established its governance early. The core maintainers defined how decisions get made (transparent, consensus-based), who has a voice (multi-stakeholder), what principles guide changes (stability over novelty, backwards compatibility first), and how conflicts get resolved. These shaped every spec change and feature discussion.
Three Governance Decisions That Saved MCP
1. Transparent Decision-Making
Every spec change has a public rationale. The core maintainers document why decisions were made, not just what. This builds trust (no backroom deals), provides future context (answers “why does MCP work this way?”), and enables knowledge transfer for new contributors.
As protocol decisions evolved, the maintainers documented technical reasons, migration paths, and timelines. This transparency helped implementers understand tradeoffs and plan transitions.
2. Multi-Stakeholder Balance
MCP could have been Anthropic-controlled. Instead, the core maintainers include voices from Anthropic, Microsoft, many other companies, and community contributors. This creates healthy tension: no single stakeholder dominates. Anthropic wants speed for Claude features. Vendors want to protect their products. Community wants extensibility. This balanced approach ensures decisions consider the full ecosystem.
3. Conservative Evolution
The core maintainers take a conservative approach. This can feel slow, but it’s essential for protocol longevity. Adding features is easy. Removing them breaks the ecosystem. So the maintainers ask: Does this solve a real problem? Can we achieve this without changing the spec? What’s the maintenance burden?
The core maintainers have rejected several feature proposals that would add convenience but violate core principles like backwards compatibility. Each “no” preserves protocol coherence.
Why Governance Feels Slow
Good governance can feel slow. It requires consensus. It delays features people want right now. But speed isn’t the ultimate goal—durability is.
Protocols that prioritize rapid iteration tend to fork. Someone gets frustrated, creates a competing standard, and the ecosystem fragments. MCP avoided this by establishing governance first. When conflicts arise, the committee has mechanisms to resolve them. When someone proposes a breaking change, they have principles to evaluate it against.
The Results
The proof is in the ecosystem: Windows, Claude Desktop, and Cursor support MCP natively. Organizations run thousands of servers in production. Every major language has SDKs. The MCP Registry enables discoverability. Working groups tackle packaging, authentication, and platform integrations.
None of this would have been possible if the protocol had fragmented. Governance kept the ecosystem unified.
Lessons for Protocol Builders
If you’re building a protocol or standard:
1. Establish governance early. Don’t wait until you have users and conflicts. Define decision-making structures, principles, and conflict resolution mechanisms from day one.
2. Be transparent. Document not just what you decide, but why. Future contributors will thank you.
3. Balance stakeholder interests. No single company or constituency should dominate. Healthy tension produces better outcomes than unilateral control.
4. Say “no” frequently. Every feature you add is technical debt. Bias toward stability over novelty.
5. Accept that governance feels slow. That’s the point. Speed optimizes for the short term. Governance optimizes for the long term.
I work closely with the MCP community and lead the team integrating MCP into Windows. If you’re building with MCP or thinking about protocol governance, I’d love to hear your perspective. Connect with me on LinkedIn.