decocms · JonasJesus42 · May 7, 2026 · May 7, 2026
diff --git a/hyperdx/server/lib/coerce.test.ts b/hyperdx/server/lib/coerce.test.ts
@@ -0,0 +1,84 @@
+import { describe, expect, test } from "bun:test";
+import { z } from "zod";
+import { arr, num } from "./coerce.ts";
+import { queryChartDataInputSchema } from "./types.ts";
+
+describe("arr", () => {
+  const schema = arr(z.array(z.string()));
+
+  test("passes arrays through unchanged", () => {
+    expect(schema.parse(["a", "b"])).toEqual(["a", "b"]);
+  });
+
+  test("parses JSON-encoded array string", () => {
+    expect(schema.parse('["a","b"]')).toEqual(["a", "b"]);
+  });
+
+  test("tolerates whitespace around JSON string", () => {
+    expect(schema.parse('  ["a","b"]  ')).toEqual(["a", "b"]);
+  });
+
+  test("non-JSON-looking string falls through to inner schema (errors)", () => {
+    expect(() => schema.parse("not-an-array")).toThrow();
+  });
+
+  test("malformed JSON string falls through to inner schema (errors)", () => {
+    expect(() => schema.parse("[a, b]")).toThrow();
+  });
+
+  test("respects optional + default on inner schema", () => {
+    const optionalSchema = arr(z.array(z.string()).optional().default(["x"]));
+    expect(optionalSchema.parse(undefined)).toEqual(["x"]);
+    expect(optionalSchema.parse('["a"]')).toEqual(["a"]);
+  });
+
+  test("parses nested object arrays", () => {
+    const objSchema = arr(z.array(z.object({ k: z.string() })));
+    expect(objSchema.parse('[{"k":"v"}]')).toEqual([{ k: "v" }]);
+  });
+});
+
+describe("num", () => {
+  test("passes numbers through", () => {
+    expect(num().parse(42)).toBe(42);
+  });
+
+  test("coerces numeric string", () => {
+    expect(num().parse("42")).toBe(42);
+  });
+
+  test("rejects non-numeric string", () => {
+    expect(() => num().parse("abc")).toThrow();
+  });
+});
+
+describe("queryChartDataInputSchema with stringified series", () => {
+  test("accepts a JSON-encoded series array", () => {
+    const result = queryChartDataInputSchema.parse({
+      series:
+        '[{"dataSource":"events","aggFn":"count","where":"","groupBy":["service"]}]',
+    });
+    expect(result.series).toEqual([
+      {
+        dataSource: "events",
+        aggFn: "count",
+        where: "",
+        groupBy: ["service"],
+      },
+    ]);
+  });
+
+  test("accepts JSON-encoded groupBy inside series", () => {
+    const result = queryChartDataInputSchema.parse({
+      series: [
+        {
+          dataSource: "events",
+          aggFn: "count",
+          where: "",
+          groupBy: '["service","level"]',
+        },
+      ],
+    });
+    expect(result.series[0]?.groupBy).toEqual(["service", "level"]);
+  });
+});
diff --git a/hyperdx/server/lib/coerce.ts b/hyperdx/server/lib/coerce.ts
@@ -0,0 +1,33 @@
+/**
+ * Input coercion helpers.
+ *
+ * Some MCP transports JSON-encode structured params (arrays, objects) as
+ * strings before delivering them to the server, and stringify numeric params.
+ * These helpers make input schemas tolerant of that quirk so calls like
+ * `{ groupBy: '["service","level"]' }` or `{ limit: "100" }` succeed.
+ */
+
+import { z } from "zod";
+
+const parseJsonString = (value: unknown): unknown => {
+  if (typeof value !== "string") return value;
+  const trimmed = value.trim();
+  if (
+    !(
+      (trimmed.startsWith("[") && trimmed.endsWith("]")) ||
+      (trimmed.startsWith("{") && trimmed.endsWith("}"))
+    )
+  ) {
+    return value;
+  }
+  try {
+    return JSON.parse(trimmed);
+  } catch {
+    return value;
+  }
+};
+
+export const arr = <T extends z.ZodTypeAny>(schema: T) =>
+  z.preprocess(parseJsonString, schema);
+
+export const num = () => z.coerce.number();
diff --git a/hyperdx/server/lib/types.ts b/hyperdx/server/lib/types.ts
@@ -3,6 +3,7 @@
  */
 
 import { z } from "zod";
+import { arr } from "./coerce.ts";
 import { TIME_INPUT_DESCRIPTION, TimeInputSchema } from "./time.ts";
 
 // ============================================================================
@@ -122,7 +123,7 @@ const SerieSchema = z.object({
     .describe(
       "Search query filter (e.g., 'level:error service:\"my-service\"').",
     ),
-  groupBy: z.array(z.string()).describe("Fields to group results by."),
+  groupBy: arr(z.array(z.string())).describe("Fields to group results by."),
   metricDataType: z
     .enum(["Sum", "Gauge", "Histogram"])
     .optional()
@@ -141,7 +142,7 @@ export const queryChartDataInputSchema = z.object({
   granularity: GranularitySchema.optional()
     .default("1 minute")
     .describe("Time bucket granularity for aggregation. Defaults to 1 minute."),
-  series: z.array(SerieSchema).describe("Array of series to query."),
+  series: arr(z.array(SerieSchema)).describe("Array of series to query."),
   seriesReturnType: z
     .enum(["column", "ratio"])
     .optional()

diff --git a/hyperdx/server/tools/alerts.ts b/hyperdx/server/tools/alerts.ts
@@ -9,6 +9,7 @@ import { createTool } from "@decocms/runtime/tools";
 import { z } from "zod";
 import type { Env } from "../main.ts";
 import { createHyperDXClient } from "../lib/client.ts";
+import { arr, num } from "../lib/coerce.ts";
 import { getHyperDXApiKey } from "../lib/env.ts";
 
 // ============================================================================
@@ -29,7 +30,7 @@ const AlertIntervalSchema = z.enum([
 const AlertChannelSchema = z.discriminatedUnion("type", [
   z.object({
     type: z.literal("email"),
-    recipients: z.array(z.string()).describe("Email addresses to notify."),
+    recipients: arr(z.array(z.string())).describe("Email addresses to notify."),
   }),
   z.object({
     type: z.literal("slack"),
@@ -125,9 +126,9 @@ export const createCreateAlertTool = (_env: Env) =>
         interval: AlertIntervalSchema.describe(
           "How often to evaluate the alert condition.",
         ),
-        threshold: z
-          .number()
-          .describe("Numeric threshold value that triggers the alert."),
+        threshold: num().describe(
+          "Numeric threshold value that triggers the alert.",
+        ),
         threshold_type: z
           .enum(["above", "below"])
           .describe("Fire when the value is 'above' or 'below' the threshold."),
@@ -196,7 +197,7 @@ export const createUpdateAlertTool = (_env: Env) =>
     inputSchema: z.object({
       id: z.string().describe("The alert ID to update."),
       interval: AlertIntervalSchema.optional(),
-      threshold: z.number().optional(),
+      threshold: num().optional(),
       threshold_type: z.enum(["above", "below"]).optional(),
       source: z.enum(["chart", "search"]).optional(),
       channel: AlertChannelSchema.optional(),

diff --git a/hyperdx/server/tools/dashboards.ts b/hyperdx/server/tools/dashboards.ts
@@ -8,6 +8,7 @@ import { createTool } from "@decocms/runtime/tools";
 import { z } from "zod";
 import type { Env } from "../main.ts";
 import { createHyperDXClient } from "../lib/client.ts";
+import { arr, num } from "../lib/coerce.ts";
 import { getHyperDXApiKey } from "../lib/env.ts";
 
 // ============================================================================
@@ -48,7 +49,7 @@ const DashboardSeriesSchema = z.object({
   aggFn: DashboardAggFnSchema.describe("Aggregation function."),
   field: z.string().optional().describe("Field to aggregate."),
   where: z.string().describe("Search filter query."),
-  groupBy: z.array(z.string()).describe("Fields to group by."),
+  groupBy: arr(z.array(z.string())).describe("Fields to group by."),
   metricDataType: z
     .enum(["Sum", "Gauge", "Histogram"])
     .optional()
@@ -58,13 +59,13 @@ const DashboardSeriesSchema = z.object({
 const DashboardChartSchema = z.object({
   id: z.string().optional().describe("Chart ID (auto-generated on create)."),
   name: z.string().describe("Chart display name."),
-  x: z.number().describe("Grid column position (0-based)."),
-  y: z.number().describe("Grid row position (0-based)."),
-  w: z.number().describe("Width in grid units."),
-  h: z.number().describe("Height in grid units."),
-  series: z
-    .array(DashboardSeriesSchema)
-    .describe("Data series for this chart (up to 5)."),
+  x: num().describe("Grid column position (0-based)."),
+  y: num().describe("Grid row position (0-based)."),
+  w: num().describe("Width in grid units."),
+  h: num().describe("Height in grid units."),
+  series: arr(z.array(DashboardSeriesSchema)).describe(
+    "Data series for this chart (up to 5).",
+  ),
 });
 
 // ============================================================================
@@ -128,16 +129,12 @@ export const createCreateDashboardTool = (_env: Env) =>
         .describe(
           "Global filter applied to all charts on the dashboard (e.g., 'env:production').",
         ),
-      tags: z
-        .array(z.string())
-        .optional()
-        .default([])
-        .describe("Organizational tags for the dashboard."),
-      charts: z
-        .array(DashboardChartSchema)
-        .describe(
-          "Array of charts to include. Each chart needs a name, grid position (x/y/w/h), and series. Charts are placed on a grid — typical width is 12 units total.",
-        ),
+      tags: arr(z.array(z.string()).optional().default([])).describe(
+        "Organizational tags for the dashboard.",
+      ),
+      charts: arr(z.array(DashboardChartSchema)).describe(
+        "Array of charts to include. Each chart needs a name, grid position (x/y/w/h), and series. Charts are placed on a grid — typical width is 12 units total.",
+      ),
     }),
     outputSchema: z.record(z.string(), z.unknown()),
     execute: async ({ context, runtimeContext }) => {
@@ -164,10 +161,10 @@ export const createUpdateDashboardTool = (_env: Env) =>
         .optional()
         .default("")
         .describe("Global filter applied to all charts."),
-      tags: z.array(z.string()).optional().default([]),
-      charts: z
-        .array(DashboardChartSchema)
-        .describe("Full replacement chart array."),
+      tags: arr(z.array(z.string()).optional().default([])),
+      charts: arr(z.array(DashboardChartSchema)).describe(
+        "Full replacement chart array.",
+      ),
     }),
     outputSchema: z.record(z.string(), z.unknown()),
     execute: async ({ context, runtimeContext }) => {

diff --git a/hyperdx/server/tools/hyperdx.ts b/hyperdx/server/tools/hyperdx.ts
@@ -9,6 +9,7 @@ import { createTool } from "@decocms/runtime/tools";
 import { z } from "zod";
 import type { Env } from "../main.ts";
 import { createHyperDXClient } from "../lib/client.ts";
+import { arr, num } from "../lib/coerce.ts";
 import { getHyperDXApiKey } from "../lib/env.ts";
 import {
   resolveTime,
@@ -43,8 +44,7 @@ export const createSearchLogsTool = (_env: Env) =>
       endTime: TimeInputSchema.optional()
         .default(() => Date.now())
         .describe(`End time. ${TIME_INPUT_DESCRIPTION} Defaults to now.`),
-      limit: z
-        .number()
+      limit: num()
         .optional()
         .default(50)
         .describe("Max number of distinct messages to return. Defaults to 50."),
@@ -112,13 +112,11 @@ export const createGetLogDetailsTool = (_env: Env) =>
       query: z
         .string()
         .describe("Search query (e.g., 'level:error service:admin')."),
-      groupBy: z
-        .array(z.string())
-        .optional()
-        .default(DEFAULT_GROUP_BY)
-        .describe(
-          "Fields to group by and return. Defaults to ['body', 'service', 'site']. Other useful fields: trace_id, span_id, userEmail, env, level.",
-        ),
+      groupBy: arr(
+        z.array(z.string()).optional().default(DEFAULT_GROUP_BY),
+      ).describe(
+        "Fields to group by and return. Defaults to ['body', 'service', 'site']. Other useful fields: trace_id, span_id, userEmail, env, level.",
+      ),
       startTime: TimeInputSchema.optional()
         .default(() => Date.now() - 15 * 60 * 1000)
         .describe(
@@ -127,8 +125,7 @@ export const createGetLogDetailsTool = (_env: Env) =>
       endTime: TimeInputSchema.optional()
         .default(() => Date.now())
         .describe(`End time. ${TIME_INPUT_DESCRIPTION} Defaults to now.`),
-      limit: z
-        .number()
+      limit: num()
         .optional()
         .default(20)
         .describe("Max entries to return. Defaults to 20."),
@@ -264,13 +261,11 @@ export const createQuerySpansTool = (_env: Env) =>
         .describe(
           "Field to aggregate. Defaults to 'duration' (span duration in ms). Use 'duration' for latency analysis.",
         ),
-      groupBy: z
-        .array(z.string())
-        .optional()
-        .default(["span_name", "service"])
-        .describe(
-          "Fields to group by. Defaults to ['span_name', 'service']. Other useful fields: http.method, http.status_code, db.system.",
-        ),
+      groupBy: arr(
+        z.array(z.string()).optional().default(["span_name", "service"]),
+      ).describe(
+        "Fields to group by. Defaults to ['span_name', 'service']. Other useful fields: http.method, http.status_code, db.system.",
+      ),
       granularity: z
         .enum([
           "30 second",
@@ -296,8 +291,7 @@ export const createQuerySpansTool = (_env: Env) =>
       endTime: TimeInputSchema.optional()
         .default(() => Date.now())
         .describe(`End time. ${TIME_INPUT_DESCRIPTION} Defaults to now.`),
-      limit: z
-        .number()
+      limit: num()
         .optional()
         .default(20)
         .describe("Max entries to return. Defaults to 20."),
@@ -388,13 +382,9 @@ export const createQueryMetricsTool = (_env: Env) =>
         .describe(
           "Filter query (e.g., 'host:web-01', 'k8s.namespace:production'). Leave empty to query all.",
         ),
-      groupBy: z
-        .array(z.string())
-        .optional()
-        .default([])
-        .describe(
-          "Fields to group by (e.g., ['host'], ['k8s.pod.name'], ['service']). Leave empty for a single aggregated series.",
-        ),
+      groupBy: arr(z.array(z.string()).optional().default([])).describe(
+        "Fields to group by (e.g., ['host'], ['k8s.pod.name'], ['service']). Leave empty for a single aggregated series.",
+      ),
       granularity: z
         .enum([
           "30 second",
@@ -571,11 +561,9 @@ export const createCompareTimeRangesTool = (_env: Env) =>
       priorEnd: TimeInputSchema.describe(
         `End of the prior/baseline period. ${TIME_INPUT_DESCRIPTION}`,
       ),
-      groupBy: z
-        .array(z.string())
-        .optional()
-        .default([])
-        .describe("Fields to group the comparison by (e.g., ['service'])."),
+      groupBy: arr(z.array(z.string()).optional().default([])).describe(
+        "Fields to group the comparison by (e.g., ['service']).",
+      ),
     }),
     outputSchema: z.object({
       description: z.string(),