VeloPair MCP server

An MCP (Model Context Protocol) server exposing three tools:

• velopair_validate: validate any VeloPair document against the official JSON Schemas; the type is auto-detected. Bundles are validated member by member.
• velopair_template: minimal authoring skeleton per document type.
• velopair_match: score a rider-bike pairing with the open, non-normative velopair-reference-engine; returns a valid Compatibility document with a per-dimension breakdown and a confidence derived from input completeness.

The VeloPair standard defines data, never scoring. This engine exists so the ecosystem has one inspectable consumer to test against; its heuristics are classic static fit formulas and are documented in engine.mjs.

Run

cd mcp && npm install
node server.mjs           # stdio transport
npm test                  # 34 checks over schemas, examples and the engine

Register in Claude Code:

claude mcp add velopair -- node /absolute/path/to/mcp/server.mjs

License

Apache-2.0, like all code-like artifacts in this repository.