diff --git a/packages/cli/src/commands/figma/cliError.ts b/packages/cli/src/commands/figma/cliError.ts
index 33e34ae01..ddcfbfa03 100644
--- a/packages/cli/src/commands/figma/cliError.ts
+++ b/packages/cli/src/commands/figma/cliError.ts
@@ -29,6 +29,7 @@ export async function withFigmaErrors(command: string, fn: () => Promise<void>):
           stack_trace: err.stack,
           command,
           kind: "command_error",
+          endpoint: err instanceof FigmaClientError ? err.endpoint : undefined,
         });
         await telemetry.flush();
       } catch {
diff --git a/packages/cli/src/telemetry/events.test.ts b/packages/cli/src/telemetry/events.test.ts
index a9cbd1b5a..490c50f71 100644
--- a/packages/cli/src/telemetry/events.test.ts
+++ b/packages/cli/src/telemetry/events.test.ts
@@ -431,6 +431,21 @@ describe("trackCliError", () => {
     expect(props.error_message).toContain("[path]");
     expect(props.stack_trace).not.toContain("/Users/alice");
   });
+
+  it("forwards the figma endpoint label when supplied", () => {
+    trackCliError({
+      error_name: "RATE_LIMITED",
+      error_message: "figma rate limit hit (429)",
+      command: "figma asset",
+      kind: "command_error",
+      endpoint: "images",
+    });
+
+    expect(trackEvent).toHaveBeenCalledWith(
+      "cli_error",
+      expect.objectContaining({ endpoint: "images" }),
+    );
+  });
 });
 
 describe("trackCommandFailure", () => {
diff --git a/packages/cli/src/telemetry/events.ts b/packages/cli/src/telemetry/events.ts
index 23ea37327..38128caa1 100644
--- a/packages/cli/src/telemetry/events.ts
+++ b/packages/cli/src/telemetry/events.ts
@@ -490,6 +490,9 @@ export function trackCliError(props: {
   stack_trace?: string;
   command?: string;
   kind: "uncaught_exception" | "unhandled_rejection" | "command_error";
+  /** Low-cardinality figma REST call label (e.g. "images", "files_nodes") —
+   *  which endpoint failed, for FigmaClientError-backed failures only. */
+  endpoint?: string;
 }): void {
   trackEvent("cli_error", {
     error_name: props.error_name,
@@ -502,6 +505,7 @@ export function trackCliError(props: {
       : undefined,
     command: props.command,
     kind: props.kind,
+    endpoint: props.endpoint,
   });
 }
 
diff --git a/packages/core/src/figma/client.test.ts b/packages/core/src/figma/client.test.ts
index 3af01728a..c1dc0808e 100644
--- a/packages/core/src/figma/client.test.ts
+++ b/packages/core/src/figma/client.test.ts
@@ -271,6 +271,54 @@ describe("error mapping", () => {
   });
 });
 
+describe("endpoint attribution", () => {
+  it("labels each call's error with a low-cardinality endpoint, never the raw fileKey/nodeId", async () => {
+    const client = createFigmaClient({
+      token: "t",
+      fetch: fetchStub(() => jsonResponse(500, {})).fetch,
+    });
+    const cases: Array<[string, () => Promise<unknown>]> = [
+      ["images", () => client.renderNode({ fileKey: "SECRET", nodeId: "1:2" }, { format: "png" })],
+      ["images", () => client.renderNodes("SECRET", ["1:2"], { format: "png" })],
+      ["files_images", () => client.imageFills("SECRET")],
+      ["variables_local", () => client.variables("SECRET")],
+      ["styles", () => client.styles("SECRET")],
+      ["files_nodes", () => client.nodeTree({ fileKey: "SECRET", nodeId: "1:2" })],
+      ["file_meta", () => client.fileVersion("SECRET")],
+    ];
+    for (const [expected, call] of cases) {
+      const err = await call().catch((e: unknown) => e);
+      expect(err).toBeInstanceOf(FigmaClientError);
+      if (err instanceof FigmaClientError) {
+        expect(err.endpoint).toBe(expected);
+        expect(err.endpoint).not.toContain("SECRET");
+      }
+    }
+  });
+
+  it("still labels RENDER_FAILED and NODE_NOT_FOUND (thrown outside the shared get())", async () => {
+    const nullRender = createFigmaClient({
+      token: "t",
+      fetch: fetchStub(() => jsonResponse(200, { images: { "1:2": null } })).fetch,
+    });
+    const renderErr = await nullRender
+      .renderNode({ fileKey: "F", nodeId: "1:2" }, { format: "svg" })
+      .catch((e: unknown) => e);
+    expect(renderErr).toBeInstanceOf(FigmaClientError);
+    if (renderErr instanceof FigmaClientError) expect(renderErr.endpoint).toBe("images");
+
+    const missingNode = createFigmaClient({
+      token: "t",
+      fetch: fetchStub(() => jsonResponse(200, { nodes: {} })).fetch,
+    });
+    const notFoundErr = await missingNode
+      .nodeTree({ fileKey: "F", nodeId: "9:9" })
+      .catch((e: unknown) => e);
+    expect(notFoundErr).toBeInstanceOf(FigmaClientError);
+    if (notFoundErr instanceof FigmaClientError) expect(notFoundErr.endpoint).toBe("files_nodes");
+  });
+});
+
 describe("renderNodes (batch)", () => {
   it("fetches many nodes in ONE /v1/images call and maps each url", async () => {
     const stub = fetchStub(() =>
diff --git a/packages/core/src/figma/client.ts b/packages/core/src/figma/client.ts
index 29efadd6d..8d8b2eed1 100644
--- a/packages/core/src/figma/client.ts
+++ b/packages/core/src/figma/client.ts
@@ -14,12 +14,16 @@ export type FigmaClientErrorCode =
 export class FigmaClientError extends Error {
   readonly code: FigmaClientErrorCode;
   readonly status?: number;
+  /** Low-cardinality REST call label (e.g. "images", "files_nodes") for
+   *  telemetry attribution — never the raw fileKey/nodeId path. */
+  readonly endpoint?: string;
 
-  constructor(code: FigmaClientErrorCode, message: string, status?: number) {
+  constructor(code: FigmaClientErrorCode, message: string, status?: number, endpoint?: string) {
     super(message);
     this.name = "FigmaClientError";
     this.code = code;
     this.status = status;
+    this.endpoint = endpoint;
   }
 }
 
@@ -217,6 +221,8 @@ export function createFigmaClient(options: FigmaClientOptions): FigmaClient {
     enterpriseGated?: boolean;
     /** scope named in a FORBIDDEN message so the user knows which to add. */
     scopeHint?: string;
+    /** low-cardinality call label carried onto any thrown FigmaClientError. */
+    endpoint: string;
   }
 
   /** Map a 403 to the right typed error using figma's own response body:
@@ -233,18 +239,21 @@ export function createFigmaClient(options: FigmaClientOptions): FigmaClient {
         "BAD_TOKEN",
         "figma rejected the token (403 Invalid token) — it is invalid, expired, or revoked. Re-mint at figma.com/settings → Security, then update FIGMA_TOKEN.",
         403,
+        opts.endpoint,
       );
     if (opts.enterpriseGated)
       return new FigmaClientError(
         "REQUIRES_ENTERPRISE",
         "figma variables require an Enterprise plan (403) — fall back to styles",
         403,
+        opts.endpoint,
       );
     if (body && /scope/i.test(body))
       return new FigmaClientError(
         "FORBIDDEN",
         `figma denied access (403): ${body} — add the named scope at figma.com/settings → Security → Personal access tokens.`,
         403,
+        opts.endpoint,
       );
     const scopeLine = opts.scopeHint
       ? `This endpoint needs the "${opts.scopeHint}" scope — add it at figma.com/settings → Security → Personal access tokens.`
@@ -253,6 +262,7 @@ export function createFigmaClient(options: FigmaClientOptions): FigmaClient {
       "FORBIDDEN",
       `figma denied access (403). ${scopeLine} Also confirm the file is visible to your account.`,
       403,
+      opts.endpoint,
     );
   }
 
@@ -264,6 +274,7 @@ export function createFigmaClient(options: FigmaClientOptions): FigmaClient {
         "BAD_TOKEN",
         "figma rejected the token (401) — it is expired or revoked. Re-mint at figma.com/settings → Security, then update FIGMA_TOKEN.",
         401,
+        opts.endpoint,
       );
     if (res.status === 403) throw forbiddenError(await readFigmaErrorMessage(res), opts);
     if (res.status === 429)
@@ -271,15 +282,17 @@ export function createFigmaClient(options: FigmaClientOptions): FigmaClient {
         "RATE_LIMITED",
         `figma rate limit hit (429) and still limited after ${maxRetries} retries — wait a minute and re-run, or import fewer nodes per call.`,
         429,
+        opts.endpoint,
       );
     throw new FigmaClientError(
       "HTTP_ERROR",
       `figma request failed: HTTP ${res.status} ${path}`,
       res.status,
+      opts.endpoint,
     );
   }
 
-  async function get(path: string, opts: GetOptions = {}): Promise<unknown> {
+  async function get(path: string, opts: GetOptions): Promise<unknown> {
     // Retry 429 with backoff before surfacing RATE_LIMITED — figma's limit is
     // per-minute, so a couple of imports in quick succession hit it and a
     // short wait clears it. Honor Retry-After when present, else exponential.
@@ -302,6 +315,8 @@ export function createFigmaClient(options: FigmaClientOptions): FigmaClient {
         throw new FigmaClientError(
           "RENDER_FAILED",
           `figma could not render node ${nodeId} as ${opts.format}`,
+          undefined,
+          "images",
         );
       return { url: result.url, ext: opts.format };
     },
@@ -314,6 +329,7 @@ export function createFigmaClient(options: FigmaClientOptions): FigmaClient {
       if (opts.scale !== undefined) params.set("scale", String(opts.scale));
       const body = await get(`/v1/images/${fileKey}?${params}`, {
         scopeHint: SCOPE_HINTS.fileContent,
+        endpoint: "images",
       });
       const images = isRecord(body) && isRecord(body.images) ? body.images : {};
       return nodeIds.map((nodeId) => {
@@ -327,7 +343,10 @@ export function createFigmaClient(options: FigmaClientOptions): FigmaClient {
     },
 
     async imageFills(fileKey) {
-      const body = await get(`/v1/files/${fileKey}/images`, { scopeHint: SCOPE_HINTS.fileContent });
+      const body = await get(`/v1/files/${fileKey}/images`, {
+        scopeHint: SCOPE_HINTS.fileContent,
+        endpoint: "files_images",
+      });
       const meta = isRecord(body) && isRecord(body.meta) ? body.meta : {};
       const images = isRecord(meta.images) ? meta.images : {};
       const out = new Map<string, string>();
@@ -338,7 +357,10 @@ export function createFigmaClient(options: FigmaClientOptions): FigmaClient {
     },
 
     async variables(fileKey) {
-      const body = await get(`/v1/files/${fileKey}/variables/local`, { enterpriseGated: true });
+      const body = await get(`/v1/files/${fileKey}/variables/local`, {
+        enterpriseGated: true,
+        endpoint: "variables_local",
+      });
       const meta = isRecord(body) && isRecord(body.meta) ? body.meta : {};
       const variables = isRecord(meta.variables) ? meta.variables : {};
       const collections = isRecord(meta.variableCollections) ? meta.variableCollections : {};
@@ -353,6 +375,7 @@ export function createFigmaClient(options: FigmaClientOptions): FigmaClient {
     async styles(fileKey) {
       const body = await get(`/v1/files/${fileKey}/styles`, {
         scopeHint: SCOPE_HINTS.libraryContent,
+        endpoint: "styles",
       });
       const meta = isRecord(body) && isRecord(body.meta) ? body.meta : {};
       const styles = Array.isArray(meta.styles) ? meta.styles : [];
@@ -370,6 +393,7 @@ export function createFigmaClient(options: FigmaClientOptions): FigmaClient {
       const params = new URLSearchParams({ ids: nodeId, geometry: "paths" });
       const body = await get(`/v1/files/${ref.fileKey}/nodes?${params}`, {
         scopeHint: SCOPE_HINTS.fileContent,
+        endpoint: "files_nodes",
       });
       const nodes = isRecord(body) && isRecord(body.nodes) ? body.nodes : {};
       const entry = nodes[nodeId];
@@ -380,13 +404,19 @@ export function createFigmaClient(options: FigmaClientOptions): FigmaClient {
         typeof doc.name !== "string" ||
         typeof doc.type !== "string"
       )
-        throw new FigmaClientError("NODE_NOT_FOUND", `node ${nodeId} not found in ${ref.fileKey}`);
+        throw new FigmaClientError(
+          "NODE_NOT_FOUND",
+          `node ${nodeId} not found in ${ref.fileKey}`,
+          undefined,
+          "files_nodes",
+        );
       return { ...doc, id: doc.id, name: doc.name, type: doc.type };
     },
 
     async fileVersion(fileKey) {
       const body = await get(`/v1/files/${fileKey}?depth=1`, {
         scopeHint: SCOPE_HINTS.fileMetadata,
+        endpoint: "file_meta",
       });
       const version = isRecord(body) && typeof body.version === "string" ? body.version : "";
       const lastModified =