Comparison page
OKF vs MCP
MCP is a protocol for connecting agents to tools and live data. Open Knowledge Format (OKF) is the file format for the curated knowledge those agents read.
Open Knowledge Format (OKF)
Portable, versionable knowledge files that live in Git and load straight into context.
- Markdown plus YAML frontmatter
- Concept-level files
- Useful for catalogs and agent retrieval
MCP
Connecting agents to live tools, databases, and APIs through a standard request/response protocol.
- Keep the original format for its core job
- Add OKF when knowledge needs metadata
- Use both when they solve different retrieval problems
Recommendation
They are complementary: MCP is the librarian that fetches things on request, while OKF is the library of curated knowledge it can serve. Use MCP for live access and OKF for stable knowledge.
More Open Knowledge Format comparisons
FAQ
When should I use OKF vs MCP?
They are complementary: MCP is the librarian that fetches things on request, while OKF is the library of curated knowledge it can serve. Use MCP for live access and OKF for stable knowledge.
Is Open Knowledge Format (OKF) a replacement?
Usually no. OKF is most useful as a complement that makes knowledge easier for agents and catalogs to consume.
What is the lowest-friction starting point?
Start with one template, validate it, and publish it next to the documentation users already search for.