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`@adobe/design-data-agent-mcp`\n\nMCP server and Claude Code skill for the [Spectrum Design Data](../../packages/design-data/) agent surface. Read tools (`primer`, `resolve_token`, `query_tokens`, `suggest_token`, `describe_component`, `describe_guideline`, `list_guidelines`) run fully in-process via `@adobe/design-data-wasm` — no CLI binary required for those. `suggest_token` uses the wasm `suggest` API directly; `authoring_session_step_intent` still invokes the native binary for session-state-aware ranking within an authoring flow.\n\n## Install\n\n### Claude Code (skill + optional MCP)\n\nAdd the Spectrum Design Data marketplace, then install the spec-generic skill:\n\n```\n/plugin marketplace add adobe/spectrum-design-data\n/plugin install design-data-agent@spectrum-design-data\n```\n\nFor Spectrum tokens with zero setup (embedded snapshot), install `design-data@spectrum-design-data` instead — see [`tools/design-data-skill/`](../design-data-skill/).\n\n### Cursor (skill)\n\nCursor Settings → Rules → **Add Rule** → **Remote Rule (GitHub)** → paste:\n\n```\nhttps://github.com/adobe/spectrum-design-data/tree/main/tools/design-data-agent-mcp/skills/design-data\n```\n\n### npm (MCP server)\n\n```sh\nnpx @adobe/design-data-agent-mcp@latest\n```\n\nThe `@adobe/design-data` CLI binary is **only** needed for `authoring_session_step_intent`. All other tools run in-process. Set `DESIGN_DATA_BIN` if the binary is not on `PATH`.\n\n### Staying current\n\nThe embedded Spectrum snapshot is baked into the wasm at build time and travels with the\npackage version — there's no separate data update to run. Pin `@latest` (as above) so `npx`\nfetches the newest published version rather than reusing whatever it last cached; `-y` alone\nonly skips the install confirmation, it doesn't force a re-fetch. Already on `/plugin`? Run\n`/plugin update design-data-agent@spectrum-design-data`. Call the primer tool and check\n`provenance.designDataVersion` to see which dataset version is embedded. The primer tool\nalso does a best-effort check against the latest published `@adobe/spectrum-design-data`\nversion — if the embedded dataset is behind, it adds a `provenance.datasetStatus` field and\nlogs a one-line warning to stderr. This is silent on any network failure (offline/air-gapped\nuse is unaffected); set `DESIGN_DATA_SKIP_VERSION_CHECK=1` to disable the check entirely.\n\n## MCP server\n\nConfigure your MCP client to run:\n\n```sh\nnpx -y @adobe/design-data-agent-mcp@latest\n```\n\nOr from a repo clone:\n\n```bash\nnode tools/design-data-agent-mcp/src/index.js\n```\n\n### Environment variables\n\n| Variable                 | Default       | Description                                                                    |\n| ------------------------ | ------------- | ------------------------------------------------------------------------------ |\n| `DESIGN_DATA_BIN`        | `design-data` | Path to the `design-data` binary (authoring only)                              |\n| `DESIGN_DATA_ROOT`       | —             | Absolute root that relative paths are anchored to                              |\n| `DESIGN_DATA_PATH`       | `.`           | Dataset root path                                                              |\n| `DESIGN_DATA_COMPONENTS` | —             | Override components directory                                                  |\n| `DESIGN_DATA_GUIDELINES` | —             | Override guidelines directory                                                  |\n| `DESIGN_DATA_FIELDS`     | —             | Override fields directory                                                      |\n| `DESIGN_DATA_SCHEMAS`    | —             | Override schema path (for `validate`)                                          |\n| `DESIGN_DATA_EXCEPTIONS` | —             | Override exceptions path (for `validate`)                                      |\n| `DESIGN_DATA_CONFIG`     | —             | Path to a `.design-data.toml` (or its directory) to resolve a platform cascade |\n| `DESIGN_DATA_PLATFORM`   | —             | Select a named `[platforms.<id>]` entry (needs `DESIGN_DATA_CONFIG`)           |\n\n> **Platform cascade.** If `DESIGN_DATA_CONFIG` is set, the server shells out to\n> the `design-data` CLI once at startup (`design-data query --filter \"\" --format\n> json`, run from the config's directory) to resolve its `.design-data.toml`\n> source (path/npm/github/git) and either its top-level `manifest` cascade or,\n> if `DESIGN_DATA_PLATFORM` is also set, that named `[platforms.<id>]` entry's\n> manifest — mirroring the CLI's own `--platform`/`DESIGN_DATA_PLATFORM`, then\n> materializes the result to a temp dir and points `primer` / `resolve_token` /\n> `query_tokens` / `validate_usage` / `describe_component` /\n> `describe_guideline` / `list_guidelines` at it instead of the embedded\n> Spectrum snapshot. Component, relationship, and guideline catalogs are copied\n> from the fallback dataset and overlaid with platform manifest extensions. If\n> resolution fails\n> (e.g. no network for a github source), the server logs a warning and falls\n> back to the embedded/local dataset rather than crashing.\n\n> **Path resolution.** The MCP client launches this server with the working\n> directory inherited from wherever the editor was opened — which may be a\n> subdirectory of your repo (e.g. `sdk/`), not the repo root. To stay independent\n> of that working directory, each data path is resolved in this order:\n>\n> 1. **Explicit env override.** If `DESIGN_DATA_PATH` / `DESIGN_DATA_COMPONENTS` /\n>    `DESIGN_DATA_FIELDS` is set, it is used. Relative values are anchored to\n>    `DESIGN_DATA_ROOT` (absolute, recommended when launching via `npx`) or, if\n>    that is unset, to the server package's own location in the monorepo. Absolute\n>    values are used as-is.\n> 2. **Resolved `@adobe/spectrum-design-data` package** (zero config). When no env\n>    override is set, the server resolves the installed `@adobe/spectrum-design-data`\n>    package via Node module resolution and reads its `tokens/`, `components/`, and\n>    `fields/` directories. In a pnpm workspace this follows the symlink to\n>    `packages/design-data`; when published it uses the installed dependency. This\n>    is independent of the working directory.\n> 3. **Fallback.** `dataPath` falls back to the (anchored) current directory; the\n>    component/field overrides fall back to `null` (not supplied), which means\n>    `describe_component` / `describe_guideline` will throw an error if\n>    `@adobe/spectrum-design-data` is not resolvable.\n>\n> In a monorepo checkout you typically need no `DESIGN_DATA_*` env vars at all —\n> resolution via the workspace package handles it.\n\n### Example (Cursor `.cursor/mcp.json`)\n\n```json\n{\n  \"mcpServers\": {\n    \"design-data-agent\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@adobe/design-data-agent-mcp@latest\"],\n      \"env\": {\n        \"DESIGN_DATA_ROOT\": \"/abs/path/to/your/repo\",\n        \"DESIGN_DATA_PATH\": \"packages/design-data/tokens\",\n        \"DESIGN_DATA_COMPONENTS\": \"packages/design-data/components\",\n        \"DESIGN_DATA_FIELDS\": \"packages/design-data/fields\"\n      }\n    }\n  }\n}\n```\n\n### Example (Claude Desktop `claude_desktop_config.json`)\n\n```json\n{\n  \"mcpServers\": {\n    \"design-data-agent\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@adobe/design-data-agent-mcp@latest\"],\n      \"env\": {\n        \"DESIGN_DATA_BIN\": \"design-data\",\n        \"DESIGN_DATA_PATH\": \"/path/to/your/dataset\"\n      }\n    }\n  }\n}\n```\n\n## Tools exposed\n\n| Tool                 | Description                                                     |\n| -------------------- | --------------------------------------------------------------- |\n| `primer`             | Load full token taxonomy, component list, and field definitions |\n| `resolve_token`      | Resolve a token property to its literal value                   |\n| `query_tokens`       | Filter tokens by expression                                     |\n| `suggest_token`      | Suggest tokens matching a natural-language intent               |\n| `describe_component` | Fetch component schema and token bindings                       |\n| `describe_guideline` | Fetch guideline documentBlocks content and metadata             |\n| `list_guidelines`    | List guideline slugs and metadata, optionally by category       |\n| `validate_usage`     | Validate token usage and return a diagnostic report             |\n| `diff_datasets`      | Compare two datasets and return a semantic diff                 |\n| `write`              | Write agent-generated product context to the dataset            |\n\n## Skill\n\nThe Claude Code skill lives at [`skills/design-data/SKILL.md`](skills/design-data/SKILL.md). It shells out to `npx @adobe/design-data` for validate, query, resolve, diff, and write operations against local datasets.\n\n## License\n\nApache-2.0\n","readmeFilename":"README.md"}