reference-patterns
Provides access to self-contained, runnable implementation patterns across multiple programming languages via MCP tools for searching and retrieving documentation and code examples.
README
reference-patterns
Personal reference of implementation and testing patterns across languages
(TypeScript, Go, Protobuf — Rust and more as they come). Each pattern is a
self-contained, runnable example documented in its PATTERN.md, meant to be
consumed from other projects through MCP.
Layout
<language>/<category>/<pattern-slug>/
├── PATTERN.md # frontmatter (name, tags, description, test command) + Problem/Solution/Key points
└── ... # runnable code with its own manifest (package.json, go.mod, buf.yaml, ...)
- llms.txt is the generated index of every pattern — this is what MCP clients read first.
- Patterns never depend on each other.
- Each language directory is a workspace managed by its native tool:
pnpm-workspace.yaml(with acatalog:as the single place to bump TypeScript dependency versions),go.work, and per-crate Cargo for Rust. One rootpnpm installcovers every TypeScript pattern; bumping a catalog version + running./scripts/test-all.shre-verifies the whole reference at once. Toolchains needed locally: node + pnpm, go, buf, rust + cargo.
Consume via MCP (GitMCP)
This repo is served as an MCP server by GitMCP — no hosting, it reads the public repo directly. From any project:
claude mcp add --transport http patterns https://gitmcp.io/Skayfa/reference-patterns
or in mcpServers:
"patterns": {
"type": "http",
"url": "https://gitmcp.io/Skayfa/reference-patterns"
}
Exposed tools: fetch_reference_docs (returns llms.txt),
search_reference_docs, search_reference_code, fetch_generic_url_content.
Add a pattern
- Copy
templates/pattern/PATTERN.mdinto<language>/<category>/<slug>/. - Fill the frontmatter —
descriptionis what MCP search matches against;testis the commandscripts/test-all.shruns from the pattern directory (nonefor docs-only patterns). - Add the runnable code with its own manifest. TypeScript patterns are picked
up by the workspace glob automatically — use
"catalog:"versions (add new entries topnpm-workspace.yaml) andtest: pnpm test. ./scripts/generate-llms.shto refresh the index../scripts/test-all.sh— everything must pass before pushing.
Test everything
./scripts/test-all.sh
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