Same topic, related formats. Practice these next.
Same topic, related formats. Practice these next.
Anthropic created MCP and open-sourced it in late 2024, but it is an open, model-agnostic spec now adopted across the industry, not an Anthropic-only technology.
Think about USB. One group helped design it, but USB is not owned by that group. Any laptop, phone, or charger maker can build a USB port, and they all interoperate. MCP is like that for AI tools. Anthropic published the design in late 2024 and gave it away as an open specification. By 2026 many tools, IDEs, and platforms implement it across model vendors, and the spec is developed in the open on GitHub by a multi-contributor working group. So when someone says MCP is 'an Anthropic thing', they are confusing who invented it with who can use or build to it. Inventing an open standard does not mean locking it down.
Everything you need to truly understand this topic: intuition, mechanics, step by step explanation, code, formulas, and worked example. Click to expand.
Everything you need to truly understand this topic: intuition, mechanics, step by step explanation, code, formulas, and worked example.
Everything important, quickly.
3 min: created vs owned distinction + open-source at launch + model-agnostic design + 2026 cross-vendor adoption + neutral foundation governance.
| Claim | Misconception | Reality (2026) |
|---|---|---|
| Ownership | Anthropic-only, proprietary | Open spec, freely implementable by anyone |
| Model support | Claude models only | Model-agnostic, any provider |
| Adoption | Used mainly by Anthropic | Broad cross-host: Cursor, Zed, Cline, Continue, Goose, and hundreds of community servers |
| Governance | Closed Anthropic process | Open RFC process on the modelcontextprotocol GitHub org; Anthropic as primary editor |
Real products, models, and research that use this idea.
What an interviewer would ask next. Try answering before peeking at the approach.
Red flags and common mistakes that signal junior thinking. Click to expand.
Calling MCP 'Anthropic's proprietary protocol'. Anthropic created and open-sourced it, but it is a vendor-neutral spec any provider can implement.
The night-before-the-interview bullets. Scan these on the way to the call.
Primary sources. Skim if you want the original framing.