diff --git a/package-lock.json b/package-lock.json
index 9e240d4..556dab7 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -13,7 +13,7 @@
         "@patternfly/patternfly-component-schemas": "1.2.0",
         "fastest-levenshtein": "1.0.16",
         "pid-port": "2.0.0",
-        "zod": "3.25.76"
+        "zod": "4.2.1"
       },
       "bin": {
         "patternfly-mcp": "dist/cli.js",
@@ -71,7 +71,6 @@
       "integrity": "sha512-2BCOP7TN8M+gVDj7/ht3hsaO/B/n5oDbiAyyvnRlNOs+u1o+JWNYTQrmpuNp1/Wq2gcFrI01JAW+paEKDMx/CA==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@babel/code-frame": "^7.27.1",
         "@babel/generator": "^7.28.3",
@@ -2107,15 +2106,6 @@
         "zod": "^4.1.12"
       }
     },
-    "node_modules/@patternfly/patternfly-component-schemas/node_modules/zod": {
-      "version": "4.1.12",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-4.1.12.tgz",
-      "integrity": "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ==",
-      "license": "MIT",
-      "funding": {
-        "url": "https://github.com/sponsors/colinhacks"
-      }
-    },
     "node_modules/@pkgjs/parseargs": {
       "version": "0.11.0",
       "resolved": "https://registry.npmjs.org/@pkgjs/parseargs/-/parseargs-0.11.0.tgz",
@@ -2209,7 +2199,6 @@
       "integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "engines": {
         "node": ">=12"
       },
@@ -2903,7 +2892,6 @@
       "integrity": "sha512-GNWcUTRBgIRJD5zj+Tq0fKOJ5XZajIiBroOF0yvj2bSU1WvNdYS/dn9UxwsujGW4JX06dnHyjV2y9rRaybH0iQ==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "undici-types": "~7.16.0"
       }
@@ -2945,7 +2933,6 @@
       "integrity": "sha512-X63hI1bxl5ohelzr0LY5coufyl0LJNthld+abwxpCoo6Gq+hSqhKwci7MUWkXo67mzgUK6YFByhmaHmUcuBJmA==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@eslint-community/regexpp": "^4.10.0",
         "@typescript-eslint/scope-manager": "8.48.1",
@@ -2976,7 +2963,6 @@
       "integrity": "sha512-PC0PDZfJg8sP7cmKe6L3QIL8GZwU5aRvUFedqSIpw3B+QjRSUZeeITC2M5XKeMXEzL6wccN196iy3JLwKNvDVA==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@typescript-eslint/scope-manager": "8.48.1",
         "@typescript-eslint/types": "8.48.1",
@@ -3483,7 +3469,6 @@
       "integrity": "sha512-NZyJarBfL7nWwIq+FDL6Zp/yHEhePMNnnJ0y3qfieCrmNvYct8uvtiV41UvlSe6apAfk0fY1FbWx+NwfmpvtTg==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "bin": {
         "acorn": "bin/acorn"
       },
@@ -4068,7 +4053,6 @@
         }
       ],
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "baseline-browser-mapping": "^2.9.0",
         "caniuse-lite": "^1.0.30001759",
@@ -5099,7 +5083,6 @@
       "integrity": "sha512-BhHmn2yNOFA9H9JmmIVKJmd288g9hrVRDkdoIgRCRuSySRUHH7r/DI6aAXW9T1WwUuY3DFgrcaqB+deURBLR5g==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@eslint-community/eslint-utils": "^4.8.0",
         "@eslint-community/regexpp": "^4.12.1",
@@ -6087,7 +6070,6 @@
       "resolved": "https://registry.npmjs.org/express/-/express-5.1.0.tgz",
       "integrity": "sha512-DT9ck5YIRU+8GYzzU5kT3eHGA5iL+1Zd0EutOmTE9Dtk+Tvuzd23VBU+ec7HPNSTxXYO55gPV/hq4pSBJDjFpA==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "accepts": "^2.0.0",
         "body-parser": "^2.2.0",
@@ -7581,7 +7563,6 @@
       "integrity": "sha512-F26gjC0yWN8uAA5m5Ss8ZQf5nDHWGlN/xWZIh8S5SRbsEKBovwZhxGd6LJlbZYxBgCYOtreSUyb8hpXyGC5O4A==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@jest/core": "30.2.0",
         "@jest/types": "30.2.0",
@@ -9696,7 +9677,6 @@
       "integrity": "sha512-CLEVl+MnPAiKh5pl4dEWSyMTpuflgNQiLGhMv8ezD5W/qP8AKvmYpCOKRRNOh7oRKnauBZ4SyeYkMS+1VSyKwQ==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@types/estree": "1.0.8"
       },
@@ -10635,7 +10615,6 @@
       "integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "engines": {
         "node": ">=12"
       },
@@ -10806,7 +10785,6 @@
       "integrity": "sha512-f0FFpIdcHgn8zcPSbf1dRevwt047YMnaiJM3u2w2RewrB+fob/zePZcrOyQoLMMO7aBIddLcQIEK5dYjkLnGrQ==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@cspotcode/source-map-support": "^0.8.0",
         "@tsconfig/node10": "^1.0.7",
@@ -11527,7 +11505,6 @@
       "integrity": "sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==",
       "dev": true,
       "license": "Apache-2.0",
-      "peer": true,
       "bin": {
         "tsc": "bin/tsc",
         "tsserver": "bin/tsserver"
@@ -12159,11 +12136,10 @@
       }
     },
     "node_modules/zod": {
-      "version": "3.25.76",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
-      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
+      "version": "4.2.1",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.2.1.tgz",
+      "integrity": "sha512-0wZ1IRqGGhMP76gLqz8EyfBXKk0J2qo2+H3fi4mcUP/KtTocoX08nmIAHl1Z2kJIZbZee8KOpBCSNPRgauucjw==",
       "license": "MIT",
-      "peer": true,
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
diff --git a/package.json b/package.json
index 61982f1..234ae61 100644
--- a/package.json
+++ b/package.json
@@ -51,7 +51,7 @@
     "@patternfly/patternfly-component-schemas": "1.2.0",
     "fastest-levenshtein": "1.0.16",
     "pid-port": "2.0.0",
-    "zod": "3.25.76"
+    "zod": "4.2.1"
   },
   "devDependencies": {
     "@cdcabrera/eslint-config-toolkit": "^0.3.0",
diff --git a/src/__tests__/__snapshots__/server.schema.test.ts.snap b/src/__tests__/__snapshots__/server.schema.test.ts.snap
new file mode 100644
index 0000000..44b565f
--- /dev/null
+++ b/src/__tests__/__snapshots__/server.schema.test.ts.snap
@@ -0,0 +1,125 @@
+// Jest Snapshot v1, https://jestjs.io/docs/snapshot-testing
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, array input, failFast false 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, array input, failFast true 1`] = `undefined`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, complex schema, failFast false 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "additionalProperties": {},
+  "properties": {
+    "age": {
+      "type": "number",
+    },
+    "name": {
+      "type": "string",
+    },
+  },
+  "type": "object",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, complex schema, failFast true 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "additionalProperties": {},
+  "properties": {
+    "age": {
+      "type": "number",
+    },
+    "name": {
+      "type": "string",
+    },
+  },
+  "type": "object",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, complex unsupported schema attempt, failFast false 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "items": {
+    "type": "string",
+  },
+  "type": "array",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, complex unsupported schema attempt, failFast true 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "items": {
+    "type": "string",
+  },
+  "type": "array",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, null input with failFast false 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, null input with failFast true 1`] = `undefined`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, number input, failFast false 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, number input, failFast true 1`] = `undefined`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, object schema with additionalProperties true, failFast false 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "additionalProperties": {},
+  "properties": {},
+  "type": "object",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, object schema with additionalProperties true, failFast true 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "additionalProperties": {},
+  "properties": {},
+  "type": "object",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, simple string schema, failFast false 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "type": "string",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, simple string schema, failFast true 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "type": "string",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, string input, failFast false 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, string input, failFast true 1`] = `undefined`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, undefined input with failFast false 1`] = `
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+}
+`;
+
+exports[`jsonSchemaToZod should convert JSON Schema to Zod, undefined input with failFast true 1`] = `undefined`;
diff --git a/src/__tests__/__snapshots__/server.test.ts.snap b/src/__tests__/__snapshots__/server.test.ts.snap
index a50f520..f81dc88 100644
--- a/src/__tests__/__snapshots__/server.test.ts.snap
+++ b/src/__tests__/__snapshots__/server.test.ts.snap
@@ -3,6 +3,9 @@
 exports[`runServer should allow server to be stopped, http stop server: diagnostics 1`] = `
 {
   "events": [
+    [
+      "Server logging enabled.",
+    ],
     [
       "Registered tool: usePatternFlyDocs",
     ],
@@ -29,6 +32,9 @@ exports[`runServer should allow server to be stopped, http stop server: diagnost
 exports[`runServer should allow server to be stopped, stdio stop server: diagnostics 1`] = `
 {
   "events": [
+    [
+      "Server logging enabled.",
+    ],
     [
       "Registered tool: usePatternFlyDocs",
     ],
@@ -55,10 +61,14 @@ exports[`runServer should allow server to be stopped, stdio stop server: diagnos
 exports[`runServer should attempt to run server, create transport, connect, and log success message: diagnostics 1`] = `
 {
   "events": [
+    [
+      "Server logging enabled.",
+    ],
     [
       "test-server-4 server running on stdio transport",
     ],
   ],
+  "hasDebugLogs": true,
   "mcpServer": [
     [
       {
@@ -85,10 +95,14 @@ exports[`runServer should attempt to run server, create transport, connect, and
 exports[`runServer should attempt to run server, disable SIGINT handler: diagnostics 1`] = `
 {
   "events": [
+    [
+      "Server logging enabled.",
+    ],
     [
       "test-server-7 server running on stdio transport",
     ],
   ],
+  "hasDebugLogs": true,
   "mcpServer": [
     [
       {
@@ -110,10 +124,14 @@ exports[`runServer should attempt to run server, disable SIGINT handler: diagnos
 exports[`runServer should attempt to run server, enable SIGINT handler explicitly: diagnostics 1`] = `
 {
   "events": [
+    [
+      "Server logging enabled.",
+    ],
     [
       "test-server-8 server running on stdio transport",
     ],
   ],
+  "hasDebugLogs": true,
   "mcpServer": [
     [
       {
@@ -140,13 +158,20 @@ exports[`runServer should attempt to run server, enable SIGINT handler explicitl
 exports[`runServer should attempt to run server, register a tool: diagnostics 1`] = `
 {
   "events": [
+    [
+      "Server logging enabled.",
+    ],
     [
       "Registered tool: loremIpsum",
     ],
     [
       "test-server-5 server running on stdio transport",
     ],
+    [
+      "Tool "loremIpsum" has a non‑Zod inputSchema. This may cause unexpected issues.",
+    ],
   ],
+  "hasDebugLogs": true,
   "mcpServer": [
     [
       {
@@ -167,14 +192,7 @@ exports[`runServer should attempt to run server, register a tool: diagnostics 1`
     ],
   ],
   "registerTool": [
-    [
-      "loremIpsum",
-      {
-        "description": "Lorem Ipsum",
-        "inputSchema": {},
-      },
-      [Function],
-    ],
+    "loremIpsum",
   ],
 }
 `;
@@ -182,6 +200,9 @@ exports[`runServer should attempt to run server, register a tool: diagnostics 1`
 exports[`runServer should attempt to run server, register multiple tools: diagnostics 1`] = `
 {
   "events": [
+    [
+      "Server logging enabled.",
+    ],
     [
       "Registered tool: loremIpsum",
     ],
@@ -191,7 +212,14 @@ exports[`runServer should attempt to run server, register multiple tools: diagno
     [
       "test-server-6 server running on stdio transport",
     ],
+    [
+      "Tool "loremIpsum" has a non‑Zod inputSchema. This may cause unexpected issues.",
+    ],
+    [
+      "Tool "dolorSit" has a non‑Zod inputSchema. This may cause unexpected issues.",
+    ],
   ],
+  "hasDebugLogs": true,
   "mcpServer": [
     [
       {
@@ -212,22 +240,8 @@ exports[`runServer should attempt to run server, register multiple tools: diagno
     ],
   ],
   "registerTool": [
-    [
-      "loremIpsum",
-      {
-        "description": "Lorem Ipsum",
-        "inputSchema": {},
-      },
-      [Function],
-    ],
-    [
-      "dolorSit",
-      {
-        "description": "Dolor Sit",
-        "inputSchema": {},
-      },
-      [Function],
-    ],
+    "loremIpsum",
+    "dolorSit",
   ],
 }
 `;
@@ -235,10 +249,14 @@ exports[`runServer should attempt to run server, register multiple tools: diagno
 exports[`runServer should attempt to run server, use custom options: diagnostics 1`] = `
 {
   "events": [
+    [
+      "Server logging enabled.",
+    ],
     [
       "test-server-3 server running on stdio transport",
     ],
   ],
+  "hasDebugLogs": true,
   "mcpServer": [
     [
       {
@@ -265,6 +283,9 @@ exports[`runServer should attempt to run server, use custom options: diagnostics
 exports[`runServer should attempt to run server, use default tools, http: diagnostics 1`] = `
 {
   "events": [
+    [
+      "Server logging enabled.",
+    ],
     [
       "Registered tool: usePatternFlyDocs",
     ],
@@ -278,6 +299,7 @@ exports[`runServer should attempt to run server, use default tools, http: diagno
       "test-server-2 server running on HTTP transport",
     ],
   ],
+  "hasDebugLogs": true,
   "mcpServer": [
     [
       {
@@ -298,477 +320,9 @@ exports[`runServer should attempt to run server, use default tools, http: diagno
     ],
   ],
   "registerTool": [
-    [
-      "usePatternFlyDocs",
-      {
-        "description": "You must use this tool to answer any questions related to PatternFly components or documentation.
-
-        The description of the tool contains links to .md files or local file paths that the user has made available.
-
-        
-            [@patternfly/AboutModal - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/about-modal/about-modal.md)
-[@patternfly/AboutModal - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/about-modal/about-modal.md)
-[@patternfly/AboutModal - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/AboutModal/examples/AboutModal.md)
-[@patternfly/Accordion - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/accordion/accordion.md)
-[@patternfly/Accordion - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/accordion/accordion.md)
-[@patternfly/Accordion - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Accordion/examples/Accordion.md)
-[@patternfly/ActionList - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/action-list/action-list.md)
-[@patternfly/ActionList - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/action-list/action-list.md)
-[@patternfly/ActionList - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/ActionList/examples/ActionList.md)
-[@patternfly/Alert - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/alert/alert.md)
-[@patternfly/Alert - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/alert/alert.md)
-[@patternfly/Alert - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Alert/examples/Alert.md)
-[@patternfly/ApplicationLauncher - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/application-launcher/application-launcher.md)
-[@patternfly/ApplicationLauncher - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/application-launcher/application-launcher.md)
-[@patternfly/Avatar - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/avatar/avatar.md)
-[@patternfly/Avatar - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/avatar/avatar.md)
-[@patternfly/Avatar - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Avatar/examples/Avatar.md)
-[@patternfly/BackToTop - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/back-to-top/back-to-top.md)
-[@patternfly/BackToTop - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/BackToTop/examples/BackToTop.md)
-[@patternfly/Backdrop - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/backdrop/backdrop.md)
-[@patternfly/Backdrop - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/backdrop/backdrop.md)
-[@patternfly/Backdrop - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Backdrop/examples/Backdrop.md)
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-[@patternfly/BackgroundImage - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/BackgroundImage/examples/BackgroundImage.md)
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-[@patternfly/Banner - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Banner/examples/Banner.md)
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-[@patternfly/Brand - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Brand/examples/Brand.md)
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-[@patternfly/Breadcrumb - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Breadcrumb/examples/Breadcrumb.md)
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-[@patternfly/Card - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Card/examples/Card.md)
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-[@patternfly/ClipboardCopy - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/ClipboardCopy/examples/ClipboardCopy.md)
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-[@patternfly/Icon - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Icon/examples/Icon.md)
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-[@patternfly/List - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/list/list.md)
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-[@patternfly/Masthead - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/masthead/masthead.md)
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-[@patternfly/Menu - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/menu/menu.md)
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-[@patternfly/OverflowMenu - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/overflow-menu/overflow-menu.md)
-[@patternfly/OverflowMenu - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/OverflowMenu/examples/OverflowMenu.md)
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-[@patternfly/Charts - Threshold Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartThreshold/examples/ChartThreshold.md)
-[@patternfly/Charts - Legend - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/legend-chart/legend-chart.md)
-[@patternfly/Charts - Legend - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartLegend/examples/ChartLegend.md)
-[@patternfly/Charts - Tooltip - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/tooltip-chart/tooltip-chart.md)
-[@patternfly/Charts - Tooltip - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartTooltip/examples/ChartTooltip.md)
-            [@patternfly/react-charts](/documentation/charts/README.md)
-[@patternfly/react-chatbot](/documentation/chatbot/README.md)
-[@patternfly/react-component-groups](/documentation/component-groups/README.md)
-[@patternfly/react-components](/documentation/components/README.md)
-[@patternfly/react-guidelines](/documentation/guidelines/README.md)
-[@patternfly/react-resources](/documentation/resources/README.md)
-[@patternfly/react-setup](/documentation/setup/README.md)
-[@patternfly/react-troubleshooting](/documentation/troubleshooting/README.md)
-          
-
-        1. Pick the most suitable URL from the above list, and use that as the "urlList" argument for this tool's execution, to get the docs content. If it's just one, let it be an array with one URL.
-        2. Analyze the URLs listed in the .md file
-        3. Then fetch specific documentation pages relevant to the user's question with the subsequent tool call.",
-        "inputSchema": {
-          "urlList": ZodArray {
-            "_def": {
-              "description": "The list of urls to fetch the documentation from",
-              "exactLength": null,
-              "maxLength": null,
-              "minLength": null,
-              "type": ZodString {
-                "_def": {
-                  "checks": [],
-                  "coerce": false,
-                  "typeName": "ZodString",
-                },
-                "and": [Function],
-                "array": [Function],
-                "brand": [Function],
-                "catch": [Function],
-                "default": [Function],
-                "describe": [Function],
-                "isNullable": [Function],
-                "isOptional": [Function],
-                "nullable": [Function],
-                "nullish": [Function],
-                "optional": [Function],
-                "or": [Function],
-                "parse": [Function],
-                "parseAsync": [Function],
-                "pipe": [Function],
-                "promise": [Function],
-                "readonly": [Function],
-                "refine": [Function],
-                "refinement": [Function],
-                "safeParse": [Function],
-                "safeParseAsync": [Function],
-                "spa": [Function],
-                "superRefine": [Function],
-                "transform": [Function],
-                "~standard": {
-                  "validate": [Function],
-                  "vendor": "zod",
-                  "version": 1,
-                },
-              },
-              "typeName": "ZodArray",
-            },
-            "and": [Function],
-            "array": [Function],
-            "brand": [Function],
-            "catch": [Function],
-            "default": [Function],
-            "describe": [Function],
-            "isNullable": [Function],
-            "isOptional": [Function],
-            "nullable": [Function],
-            "nullish": [Function],
-            "optional": [Function],
-            "or": [Function],
-            "parse": [Function],
-            "parseAsync": [Function],
-            "pipe": [Function],
-            "promise": [Function],
-            "readonly": [Function],
-            "refine": [Function],
-            "refinement": [Function],
-            "safeParse": [Function],
-            "safeParseAsync": [Function],
-            "spa": [Function],
-            "superRefine": [Function],
-            "transform": [Function],
-            "~standard": {
-              "validate": [Function],
-              "vendor": "zod",
-              "version": 1,
-            },
-          },
-        },
-      },
-      [Function],
-    ],
-    [
-      "fetchDocs",
-      {
-        "description": "Fetch documentation for one or more URLs extracted from previous tool calls responses. The URLs should be passed as an array in the "urlList" argument.",
-        "inputSchema": {
-          "urlList": ZodArray {
-            "_def": {
-              "description": "The list of URLs to fetch documentation from",
-              "exactLength": null,
-              "maxLength": null,
-              "minLength": null,
-              "type": ZodString {
-                "_def": {
-                  "checks": [],
-                  "coerce": false,
-                  "typeName": "ZodString",
-                },
-                "and": [Function],
-                "array": [Function],
-                "brand": [Function],
-                "catch": [Function],
-                "default": [Function],
-                "describe": [Function],
-                "isNullable": [Function],
-                "isOptional": [Function],
-                "nullable": [Function],
-                "nullish": [Function],
-                "optional": [Function],
-                "or": [Function],
-                "parse": [Function],
-                "parseAsync": [Function],
-                "pipe": [Function],
-                "promise": [Function],
-                "readonly": [Function],
-                "refine": [Function],
-                "refinement": [Function],
-                "safeParse": [Function],
-                "safeParseAsync": [Function],
-                "spa": [Function],
-                "superRefine": [Function],
-                "transform": [Function],
-                "~standard": {
-                  "validate": [Function],
-                  "vendor": "zod",
-                  "version": 1,
-                },
-              },
-              "typeName": "ZodArray",
-            },
-            "and": [Function],
-            "array": [Function],
-            "brand": [Function],
-            "catch": [Function],
-            "default": [Function],
-            "describe": [Function],
-            "isNullable": [Function],
-            "isOptional": [Function],
-            "nullable": [Function],
-            "nullish": [Function],
-            "optional": [Function],
-            "or": [Function],
-            "parse": [Function],
-            "parseAsync": [Function],
-            "pipe": [Function],
-            "promise": [Function],
-            "readonly": [Function],
-            "refine": [Function],
-            "refinement": [Function],
-            "safeParse": [Function],
-            "safeParseAsync": [Function],
-            "spa": [Function],
-            "superRefine": [Function],
-            "transform": [Function],
-            "~standard": {
-              "validate": [Function],
-              "vendor": "zod",
-              "version": 1,
-            },
-          },
-        },
-      },
-      [Function],
-    ],
-    [
-      "componentSchemas",
-      {
-        "description": "Get JSON Schema for a PatternFly React component. Returns prop definitions, types, and validation rules. Use this for structured component metadata, not documentation.",
-        "inputSchema": {
-          "componentName": ZodString {
-            "_def": {
-              "checks": [],
-              "coerce": false,
-              "description": "Name of the PatternFly component (e.g., "Button", "Table")",
-              "typeName": "ZodString",
-            },
-            "and": [Function],
-            "array": [Function],
-            "brand": [Function],
-            "catch": [Function],
-            "default": [Function],
-            "describe": [Function],
-            "isNullable": [Function],
-            "isOptional": [Function],
-            "nullable": [Function],
-            "nullish": [Function],
-            "optional": [Function],
-            "or": [Function],
-            "parse": [Function],
-            "parseAsync": [Function],
-            "pipe": [Function],
-            "promise": [Function],
-            "readonly": [Function],
-            "refine": [Function],
-            "refinement": [Function],
-            "safeParse": [Function],
-            "safeParseAsync": [Function],
-            "spa": [Function],
-            "superRefine": [Function],
-            "transform": [Function],
-            "~standard": {
-              "validate": [Function],
-              "vendor": "zod",
-              "version": 1,
-            },
-          },
-        },
-      },
-      [Function],
-    ],
+    "usePatternFlyDocs",
+    "fetchDocs",
+    "componentSchemas",
   ],
 }
 `;
@@ -776,6 +330,9 @@ exports[`runServer should attempt to run server, use default tools, http: diagno
 exports[`runServer should attempt to run server, use default tools, stdio: diagnostics 1`] = `
 {
   "events": [
+    [
+      "Server logging enabled.",
+    ],
     [
       "Registered tool: usePatternFlyDocs",
     ],
@@ -789,6 +346,7 @@ exports[`runServer should attempt to run server, use default tools, stdio: diagn
       "test-server-1 server running on stdio transport",
     ],
   ],
+  "hasDebugLogs": true,
   "mcpServer": [
     [
       {
@@ -809,477 +367,9 @@ exports[`runServer should attempt to run server, use default tools, stdio: diagn
     ],
   ],
   "registerTool": [
-    [
-      "usePatternFlyDocs",
-      {
-        "description": "You must use this tool to answer any questions related to PatternFly components or documentation.
-
-        The description of the tool contains links to .md files or local file paths that the user has made available.
-
-        
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-[@patternfly/AboutModal - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/AboutModal/examples/AboutModal.md)
-[@patternfly/Accordion - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/accordion/accordion.md)
-[@patternfly/Accordion - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/accordion/accordion.md)
-[@patternfly/Accordion - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Accordion/examples/Accordion.md)
-[@patternfly/ActionList - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/action-list/action-list.md)
-[@patternfly/ActionList - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/action-list/action-list.md)
-[@patternfly/ActionList - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/ActionList/examples/ActionList.md)
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-[@patternfly/Alert - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Alert/examples/Alert.md)
-[@patternfly/ApplicationLauncher - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/application-launcher/application-launcher.md)
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-[@patternfly/Avatar - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/avatar/avatar.md)
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-[@patternfly/Avatar - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Avatar/examples/Avatar.md)
-[@patternfly/BackToTop - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/back-to-top/back-to-top.md)
-[@patternfly/BackToTop - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/BackToTop/examples/BackToTop.md)
-[@patternfly/Backdrop - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/backdrop/backdrop.md)
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-[@patternfly/Backdrop - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Backdrop/examples/Backdrop.md)
-[@patternfly/BackgroundImage - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/background-image/background-image.md)
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-[@patternfly/BackgroundImage - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/BackgroundImage/examples/BackgroundImage.md)
-[@patternfly/Badge - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/badge/badge.md)
-[@patternfly/Badge - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/badge/badge.md)
-[@patternfly/Badge - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Badge/examples/Badge.md)
-[@patternfly/Banner - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/banner/banner.md)
-[@patternfly/Banner - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/banner/banner.md)
-[@patternfly/Banner - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Banner/examples/Banner.md)
-[@patternfly/Brand - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/brand/brand.md)
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-[@patternfly/Breadcrumb - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/breadcrumb/breadcrumb.md)
-[@patternfly/Breadcrumb - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/breadcrumb/breadcrumb.md)
-[@patternfly/Breadcrumb - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Breadcrumb/examples/Breadcrumb.md)
-[@patternfly/Button - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/button/button.md)
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-[@patternfly/Button - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Button/examples/Button.md)
-[@patternfly/CalendarMonth - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/calendar-month/calendar-month.md)
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-[@patternfly/ChipDeprecated - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/chip/chip.md)
-[@patternfly/ChipDeprecated - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/chip/chip.md)
-[@patternfly/ClipboardCopy - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/clipboard-copy/clipboard-copy.md)
-[@patternfly/ClipboardCopy - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/clipboard-copy/clipboard-copy.md)
-[@patternfly/ClipboardCopy - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/ClipboardCopy/examples/ClipboardCopy.md)
-[@patternfly/CodeBlock - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/code-block/code-block.md)
-[@patternfly/CodeBlock - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/CodeBlock/examples/CodeBlock.md)
-[@patternfly/CodeEditor - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/code-editor/code-editor.md)
-[@patternfly/CodeEditor - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/code-editor/code-editor.md)
-[@patternfly/Content - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/content/content.md)
-[@patternfly/Content - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Content/examples/Content.md)
-[@patternfly/DataList - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/data-list/data-list.md)
-[@patternfly/DataList - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/DataList/examples/DataList.md)
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-[@patternfly/DescriptionList - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/DescriptionList/examples/DescriptionList.md)
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-[@patternfly/Dropdown - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Dropdown/examples/Dropdown.md)
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-[@patternfly/DualListSelector - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/DualListSelector/examples/DualListSelector.md)
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-[@patternfly/ExpandableSection - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/ExpandableSection/examples/ExpandableSection.md)
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-[@patternfly/FileUpload - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/FileUpload/examples/FileUpload.md)
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-[@patternfly/Hint - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/hint/hint.md)
-[@patternfly/Hint - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Hint/examples/Hint.md)
-[@patternfly/Icon - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Icon/examples/Icon.md)
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-[@patternfly/JumpLinks - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/JumpLinks/examples/JumpLinks.md)
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-[@patternfly/SimpleList - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/simple-list/simple-list.md)
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-[@patternfly/Spinner - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/spinner/spinner.md)
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-[@patternfly/TextInputGroup - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/text-input-group/text-input-group.md)
-[@patternfly/TextInputGroup - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/TextInputGroup/examples/TextInputGroup.md)
-[@patternfly/TileDeprecated - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/tile/tile.md)
-[@patternfly/TimePicker - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/time%20picker/time-picker.md)
-[@patternfly/TimePicker - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/TimePicker/examples/TimePicker.md)
-[@patternfly/Timestamp - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/timestamp/timestamp.md)
-[@patternfly/Timestamp - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Timestamp/examples/Timestamp.md)
-[@patternfly/Title - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/title/title.md)
-[@patternfly/Title - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/title/title.md)
-[@patternfly/Title - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Title/examples/Title.md)
-[@patternfly/ToggleGroup - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/toggle-group/toggle-group.md)
-[@patternfly/ToggleGroup - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/ToggleGroup/examples/ToggleGroup.md)
-[@patternfly/Toolbar - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/toolbar/toolbar.md)
-[@patternfly/Toolbar - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Toolbar/examples/Toolbar.md)
-[@patternfly/Tooltip - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/tooltip/tooltip.md)
-[@patternfly/Tooltip - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/tooltip/tooltip.md)
-[@patternfly/Tooltip - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Tooltip/examples/Tooltip.md)
-[@patternfly/TreeView - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/tree-view/tree-view.md)
-[@patternfly/TreeView - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/tree-view/tree-view.md)
-[@patternfly/TreeView - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/TreeView/examples/TreeView.md)
-[@patternfly/Truncate - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/truncate/truncate.md)
-[@patternfly/Truncate - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Truncate/examples/Truncate.md)
-[@patternfly/Wizard - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/wizard/wizard.md)
-[@patternfly/Wizard - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Wizard/examples/Wizard.md)
-            [@patternfly/Bullseye - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/layouts/bullseye.md)
-[@patternfly/Bullseye - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/layouts/Bullseye/examples/Bullseye.md)
-[@patternfly/Flex - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/layouts/flex.md)
-[@patternfly/Flex - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/layouts/Flex/examples/Flex.md)
-[@patternfly/Gallery - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/layouts/gallery.md)
-[@patternfly/Gallery - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/layouts/Gallery/examples/Gallery.md)
-[@patternfly/Grid - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/layouts/grid.md)
-[@patternfly/Grid - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/layouts/Grid/examples/Grid.md)
-[@patternfly/Level - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/layouts/level.md)
-[@patternfly/Level - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/layouts/Level/examples/Level.md)
-[@patternfly/Split - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/layouts/split.md)
-[@patternfly/Split - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/layouts/Split/examples/Split.md)
-[@patternfly/Stack - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/layouts/stack.md)
-[@patternfly/Stack - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/layouts/Stack/examples/Stack.md)
-            [@patternfly/Charts - Colors for Charts - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartTheme/examples/ChartTheme.md)
-[@patternfly/Charts - Area Chart - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/area-chart/area-chart.md)
-[@patternfly/Charts - Area Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartArea/examples/ChartArea.md)
-[@patternfly/Charts - Bar Chart - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/bar-chart/bar-chart.md)
-[@patternfly/Charts - Bar Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartBar/examples/ChartBar.md)
-[@patternfly/Charts - Box Plot Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartBoxPlot/examples/ChartBoxPlot.md)
-[@patternfly/Charts - Bullet Chart - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/bullet-chart/bullet-chart.md)
-[@patternfly/Charts - Bullet Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartBullet/examples/ChartBullet.md)
-[@patternfly/Charts - Donut Chart - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/donut-chart/donut-chart.md)
-[@patternfly/Charts - Donut Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartDonut/examples/ChartDonut.md)
-[@patternfly/Charts - Donut Utilization Chart - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/donut-utilization-chart/donut-utilization-chart.md)
-[@patternfly/Charts - Donut Utilization Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartDonutUtilization/examples/ChartDonutUtilization.md)
-[@patternfly/Charts - Line Chart - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/line-chart/line-chart.md)
-[@patternfly/Charts - Line Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartLine/examples/ChartLine.md)
-[@patternfly/Charts - Pie Chart - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/pie-chart/pie-chart.md)
-[@patternfly/Charts - Pie Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartPie/examples/ChartPie.md)
-[@patternfly/Charts - Scatter Chart - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/scatter-chart/scatter-chart.md)
-[@patternfly/Charts - Scatter Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartScatter/examples/ChartScatter.md)
-[@patternfly/Charts - Sparkline Chart - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/sparkline-chart/sparkline-chart.md)
-[@patternfly/Charts - Sparkline Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/Sparkline/examples/sparkline.md)
-[@patternfly/Charts - Stack Chart - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/stacked-chart/stacked-chart.md)
-[@patternfly/Charts - Stack Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartStack/examples/ChartStack.md)
-[@patternfly/Charts - Threshold Chart - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/threshold-chart/threshold-chart.md)
-[@patternfly/Charts - Threshold Chart - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartThreshold/examples/ChartThreshold.md)
-[@patternfly/Charts - Legend - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/legend-chart/legend-chart.md)
-[@patternfly/Charts - Legend - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartLegend/examples/ChartLegend.md)
-[@patternfly/Charts - Tooltip - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/tooltip-chart/tooltip-chart.md)
-[@patternfly/Charts - Tooltip - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-charts/src/victory/components/ChartTooltip/examples/ChartTooltip.md)
-            [@patternfly/react-charts](/documentation/charts/README.md)
-[@patternfly/react-chatbot](/documentation/chatbot/README.md)
-[@patternfly/react-component-groups](/documentation/component-groups/README.md)
-[@patternfly/react-components](/documentation/components/README.md)
-[@patternfly/react-guidelines](/documentation/guidelines/README.md)
-[@patternfly/react-resources](/documentation/resources/README.md)
-[@patternfly/react-setup](/documentation/setup/README.md)
-[@patternfly/react-troubleshooting](/documentation/troubleshooting/README.md)
-          
-
-        1. Pick the most suitable URL from the above list, and use that as the "urlList" argument for this tool's execution, to get the docs content. If it's just one, let it be an array with one URL.
-        2. Analyze the URLs listed in the .md file
-        3. Then fetch specific documentation pages relevant to the user's question with the subsequent tool call.",
-        "inputSchema": {
-          "urlList": ZodArray {
-            "_def": {
-              "description": "The list of urls to fetch the documentation from",
-              "exactLength": null,
-              "maxLength": null,
-              "minLength": null,
-              "type": ZodString {
-                "_def": {
-                  "checks": [],
-                  "coerce": false,
-                  "typeName": "ZodString",
-                },
-                "and": [Function],
-                "array": [Function],
-                "brand": [Function],
-                "catch": [Function],
-                "default": [Function],
-                "describe": [Function],
-                "isNullable": [Function],
-                "isOptional": [Function],
-                "nullable": [Function],
-                "nullish": [Function],
-                "optional": [Function],
-                "or": [Function],
-                "parse": [Function],
-                "parseAsync": [Function],
-                "pipe": [Function],
-                "promise": [Function],
-                "readonly": [Function],
-                "refine": [Function],
-                "refinement": [Function],
-                "safeParse": [Function],
-                "safeParseAsync": [Function],
-                "spa": [Function],
-                "superRefine": [Function],
-                "transform": [Function],
-                "~standard": {
-                  "validate": [Function],
-                  "vendor": "zod",
-                  "version": 1,
-                },
-              },
-              "typeName": "ZodArray",
-            },
-            "and": [Function],
-            "array": [Function],
-            "brand": [Function],
-            "catch": [Function],
-            "default": [Function],
-            "describe": [Function],
-            "isNullable": [Function],
-            "isOptional": [Function],
-            "nullable": [Function],
-            "nullish": [Function],
-            "optional": [Function],
-            "or": [Function],
-            "parse": [Function],
-            "parseAsync": [Function],
-            "pipe": [Function],
-            "promise": [Function],
-            "readonly": [Function],
-            "refine": [Function],
-            "refinement": [Function],
-            "safeParse": [Function],
-            "safeParseAsync": [Function],
-            "spa": [Function],
-            "superRefine": [Function],
-            "transform": [Function],
-            "~standard": {
-              "validate": [Function],
-              "vendor": "zod",
-              "version": 1,
-            },
-          },
-        },
-      },
-      [Function],
-    ],
-    [
-      "fetchDocs",
-      {
-        "description": "Fetch documentation for one or more URLs extracted from previous tool calls responses. The URLs should be passed as an array in the "urlList" argument.",
-        "inputSchema": {
-          "urlList": ZodArray {
-            "_def": {
-              "description": "The list of URLs to fetch documentation from",
-              "exactLength": null,
-              "maxLength": null,
-              "minLength": null,
-              "type": ZodString {
-                "_def": {
-                  "checks": [],
-                  "coerce": false,
-                  "typeName": "ZodString",
-                },
-                "and": [Function],
-                "array": [Function],
-                "brand": [Function],
-                "catch": [Function],
-                "default": [Function],
-                "describe": [Function],
-                "isNullable": [Function],
-                "isOptional": [Function],
-                "nullable": [Function],
-                "nullish": [Function],
-                "optional": [Function],
-                "or": [Function],
-                "parse": [Function],
-                "parseAsync": [Function],
-                "pipe": [Function],
-                "promise": [Function],
-                "readonly": [Function],
-                "refine": [Function],
-                "refinement": [Function],
-                "safeParse": [Function],
-                "safeParseAsync": [Function],
-                "spa": [Function],
-                "superRefine": [Function],
-                "transform": [Function],
-                "~standard": {
-                  "validate": [Function],
-                  "vendor": "zod",
-                  "version": 1,
-                },
-              },
-              "typeName": "ZodArray",
-            },
-            "and": [Function],
-            "array": [Function],
-            "brand": [Function],
-            "catch": [Function],
-            "default": [Function],
-            "describe": [Function],
-            "isNullable": [Function],
-            "isOptional": [Function],
-            "nullable": [Function],
-            "nullish": [Function],
-            "optional": [Function],
-            "or": [Function],
-            "parse": [Function],
-            "parseAsync": [Function],
-            "pipe": [Function],
-            "promise": [Function],
-            "readonly": [Function],
-            "refine": [Function],
-            "refinement": [Function],
-            "safeParse": [Function],
-            "safeParseAsync": [Function],
-            "spa": [Function],
-            "superRefine": [Function],
-            "transform": [Function],
-            "~standard": {
-              "validate": [Function],
-              "vendor": "zod",
-              "version": 1,
-            },
-          },
-        },
-      },
-      [Function],
-    ],
-    [
-      "componentSchemas",
-      {
-        "description": "Get JSON Schema for a PatternFly React component. Returns prop definitions, types, and validation rules. Use this for structured component metadata, not documentation.",
-        "inputSchema": {
-          "componentName": ZodString {
-            "_def": {
-              "checks": [],
-              "coerce": false,
-              "description": "Name of the PatternFly component (e.g., "Button", "Table")",
-              "typeName": "ZodString",
-            },
-            "and": [Function],
-            "array": [Function],
-            "brand": [Function],
-            "catch": [Function],
-            "default": [Function],
-            "describe": [Function],
-            "isNullable": [Function],
-            "isOptional": [Function],
-            "nullable": [Function],
-            "nullish": [Function],
-            "optional": [Function],
-            "or": [Function],
-            "parse": [Function],
-            "parseAsync": [Function],
-            "pipe": [Function],
-            "promise": [Function],
-            "readonly": [Function],
-            "refine": [Function],
-            "refinement": [Function],
-            "safeParse": [Function],
-            "safeParseAsync": [Function],
-            "spa": [Function],
-            "superRefine": [Function],
-            "transform": [Function],
-            "~standard": {
-              "validate": [Function],
-              "vendor": "zod",
-              "version": 1,
-            },
-          },
-        },
-      },
-      [Function],
-    ],
+    "usePatternFlyDocs",
+    "fetchDocs",
+    "componentSchemas",
   ],
 }
 `;
diff --git a/src/__tests__/__snapshots__/tool.componentSchemas.test.ts.snap b/src/__tests__/__snapshots__/tool.componentSchemas.test.ts.snap
index fbac109..b4dd365 100644
--- a/src/__tests__/__snapshots__/tool.componentSchemas.test.ts.snap
+++ b/src/__tests__/__snapshots__/tool.componentSchemas.test.ts.snap
@@ -1,52 +1,11 @@
 // Jest Snapshot v1, https://jestjs.io/docs/snapshot-testing
 
 exports[`componentSchemasTool should have a consistent return structure: structure 1`] = `
-[
-  "componentSchemas",
-  {
-    "description": "Get JSON Schema for a PatternFly React component. Returns prop definitions, types, and validation rules. Use this for structured component metadata, not documentation.",
-    "inputSchema": {
-      "componentName": ZodString {
-        "_def": {
-          "checks": [],
-          "coerce": false,
-          "description": "Name of the PatternFly component (e.g., "Button", "Table")",
-          "typeName": "ZodString",
-        },
-        "and": [Function],
-        "array": [Function],
-        "brand": [Function],
-        "catch": [Function],
-        "default": [Function],
-        "describe": [Function],
-        "isNullable": [Function],
-        "isOptional": [Function],
-        "nullable": [Function],
-        "nullish": [Function],
-        "optional": [Function],
-        "or": [Function],
-        "parse": [Function],
-        "parseAsync": [Function],
-        "pipe": [Function],
-        "promise": [Function],
-        "readonly": [Function],
-        "refine": [Function],
-        "refinement": [Function],
-        "safeParse": [Function],
-        "safeParseAsync": [Function],
-        "spa": [Function],
-        "superRefine": [Function],
-        "transform": [Function],
-        "~standard": {
-          "validate": [Function],
-          "vendor": "zod",
-          "version": 1,
-        },
-      },
-    },
-  },
-  [Function],
-]
+{
+  "callback": [Function],
+  "name": "componentSchemas",
+  "schema": true,
+}
 `;
 
 exports[`componentSchemasTool, callback should parse parameters, default 1`] = `
diff --git a/src/__tests__/__snapshots__/tool.fetchDocs.test.ts.snap b/src/__tests__/__snapshots__/tool.fetchDocs.test.ts.snap
index 916be3f..63af756 100644
--- a/src/__tests__/__snapshots__/tool.fetchDocs.test.ts.snap
+++ b/src/__tests__/__snapshots__/tool.fetchDocs.test.ts.snap
@@ -1,89 +1,11 @@
 // Jest Snapshot v1, https://jestjs.io/docs/snapshot-testing
 
 exports[`fetchDocsTool should have a consistent return structure: structure 1`] = `
-[
-  "fetchDocs",
-  {
-    "description": "Fetch documentation for one or more URLs extracted from previous tool calls responses. The URLs should be passed as an array in the "urlList" argument.",
-    "inputSchema": {
-      "urlList": ZodArray {
-        "_def": {
-          "description": "The list of URLs to fetch documentation from",
-          "exactLength": null,
-          "maxLength": null,
-          "minLength": null,
-          "type": ZodString {
-            "_def": {
-              "checks": [],
-              "coerce": false,
-              "typeName": "ZodString",
-            },
-            "and": [Function],
-            "array": [Function],
-            "brand": [Function],
-            "catch": [Function],
-            "default": [Function],
-            "describe": [Function],
-            "isNullable": [Function],
-            "isOptional": [Function],
-            "nullable": [Function],
-            "nullish": [Function],
-            "optional": [Function],
-            "or": [Function],
-            "parse": [Function],
-            "parseAsync": [Function],
-            "pipe": [Function],
-            "promise": [Function],
-            "readonly": [Function],
-            "refine": [Function],
-            "refinement": [Function],
-            "safeParse": [Function],
-            "safeParseAsync": [Function],
-            "spa": [Function],
-            "superRefine": [Function],
-            "transform": [Function],
-            "~standard": {
-              "validate": [Function],
-              "vendor": "zod",
-              "version": 1,
-            },
-          },
-          "typeName": "ZodArray",
-        },
-        "and": [Function],
-        "array": [Function],
-        "brand": [Function],
-        "catch": [Function],
-        "default": [Function],
-        "describe": [Function],
-        "isNullable": [Function],
-        "isOptional": [Function],
-        "nullable": [Function],
-        "nullish": [Function],
-        "optional": [Function],
-        "or": [Function],
-        "parse": [Function],
-        "parseAsync": [Function],
-        "pipe": [Function],
-        "promise": [Function],
-        "readonly": [Function],
-        "refine": [Function],
-        "refinement": [Function],
-        "safeParse": [Function],
-        "safeParseAsync": [Function],
-        "spa": [Function],
-        "superRefine": [Function],
-        "transform": [Function],
-        "~standard": {
-          "validate": [Function],
-          "vendor": "zod",
-          "version": 1,
-        },
-      },
-    },
-  },
-  [Function],
-]
+{
+  "callback": [Function],
+  "name": "fetchDocs",
+  "schema": true,
+}
 `;
 
 exports[`fetchDocsTool, callback should parse parameters, default 1`] = `
diff --git a/src/__tests__/__snapshots__/tool.patternFlyDocs.test.ts.snap b/src/__tests__/__snapshots__/tool.patternFlyDocs.test.ts.snap
index f7e52ef..204d90b 100644
--- a/src/__tests__/__snapshots__/tool.patternFlyDocs.test.ts.snap
+++ b/src/__tests__/__snapshots__/tool.patternFlyDocs.test.ts.snap
@@ -1,348 +1,11 @@
 // Jest Snapshot v1, https://jestjs.io/docs/snapshot-testing
 
 exports[`usePatternFlyDocsTool should have a consistent return structure: structure 1`] = `
-[
-  "usePatternFlyDocs",
-  {
-    "description": "You must use this tool to answer any questions related to PatternFly components or documentation.
-
-        The description of the tool contains links to .md files or local file paths that the user has made available.
-
-        
-            [@patternfly/AboutModal - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/about-modal/about-modal.md)
-[@patternfly/AboutModal - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/about-modal/about-modal.md)
-[@patternfly/AboutModal - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/AboutModal/examples/AboutModal.md)
-[@patternfly/Accordion - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/accordion/accordion.md)
-[@patternfly/Accordion - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/accordion/accordion.md)
-[@patternfly/Accordion - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Accordion/examples/Accordion.md)
-[@patternfly/ActionList - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/action-list/action-list.md)
-[@patternfly/ActionList - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/action-list/action-list.md)
-[@patternfly/ActionList - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/ActionList/examples/ActionList.md)
-[@patternfly/Alert - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/alert/alert.md)
-[@patternfly/Alert - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/alert/alert.md)
-[@patternfly/Alert - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Alert/examples/Alert.md)
-[@patternfly/ApplicationLauncher - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/application-launcher/application-launcher.md)
-[@patternfly/ApplicationLauncher - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/application-launcher/application-launcher.md)
-[@patternfly/Avatar - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/avatar/avatar.md)
-[@patternfly/Avatar - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/avatar/avatar.md)
-[@patternfly/Avatar - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Avatar/examples/Avatar.md)
-[@patternfly/BackToTop - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/back-to-top/back-to-top.md)
-[@patternfly/BackToTop - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/BackToTop/examples/BackToTop.md)
-[@patternfly/Backdrop - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/backdrop/backdrop.md)
-[@patternfly/Backdrop - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/backdrop/backdrop.md)
-[@patternfly/Backdrop - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Backdrop/examples/Backdrop.md)
-[@patternfly/BackgroundImage - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/background-image/background-image.md)
-[@patternfly/BackgroundImage - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/background-image/background-image.md)
-[@patternfly/BackgroundImage - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/BackgroundImage/examples/BackgroundImage.md)
-[@patternfly/Badge - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/badge/badge.md)
-[@patternfly/Badge - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/badge/badge.md)
-[@patternfly/Badge - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Badge/examples/Badge.md)
-[@patternfly/Banner - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/banner/banner.md)
-[@patternfly/Banner - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/banner/banner.md)
-[@patternfly/Banner - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Banner/examples/Banner.md)
-[@patternfly/Brand - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/brand/brand.md)
-[@patternfly/Brand - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/brand/brand.md)
-[@patternfly/Brand - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Brand/examples/Brand.md)
-[@patternfly/Breadcrumb - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/breadcrumb/breadcrumb.md)
-[@patternfly/Breadcrumb - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/breadcrumb/breadcrumb.md)
-[@patternfly/Breadcrumb - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Breadcrumb/examples/Breadcrumb.md)
-[@patternfly/Button - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/button/button.md)
-[@patternfly/Button - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/button/button.md)
-[@patternfly/Button - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Button/examples/Button.md)
-[@patternfly/CalendarMonth - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/calendar-month/calendar-month.md)
-[@patternfly/CalendarMonth - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/calendar-month/calendar-month.md)
-[@patternfly/CalendarMonth - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/CalendarMonth/examples/CalendarMonth.md)
-[@patternfly/Card - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/card/card.md)
-[@patternfly/Card - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/card/card.md)
-[@patternfly/Card - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Card/examples/Card.md)
-[@patternfly/Checkbox - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/checkbox/checkbox.md)
-[@patternfly/Checkbox - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/checkbox/checkbox.md)
-[@patternfly/Checkbox - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Checkbox/examples/Checkbox.md)
-[@patternfly/ChipDeprecated - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/chip/chip.md)
-[@patternfly/ChipDeprecated - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/chip/chip.md)
-[@patternfly/ClipboardCopy - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/clipboard-copy/clipboard-copy.md)
-[@patternfly/ClipboardCopy - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/clipboard-copy/clipboard-copy.md)
-[@patternfly/ClipboardCopy - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/ClipboardCopy/examples/ClipboardCopy.md)
-[@patternfly/CodeBlock - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/code-block/code-block.md)
-[@patternfly/CodeBlock - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/CodeBlock/examples/CodeBlock.md)
-[@patternfly/CodeEditor - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/code-editor/code-editor.md)
-[@patternfly/CodeEditor - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/code-editor/code-editor.md)
-[@patternfly/Content - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/content/content.md)
-[@patternfly/Content - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Content/examples/Content.md)
-[@patternfly/DataList - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/data-list/data-list.md)
-[@patternfly/DataList - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/DataList/examples/DataList.md)
-[@patternfly/DatePicker - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/date-picker/date-picker.md)
-[@patternfly/DatePicker - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/DatePicker/examples/DatePicker.md)
-[@patternfly/DescriptionList - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/description-list/description-list.md)
-[@patternfly/DescriptionList - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/DescriptionList/examples/DescriptionList.md)
-[@patternfly/Divider - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/divider/divider.md)
-[@patternfly/Divider - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Divider/examples/Divider.md)
-[@patternfly/DragAndDrop - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/drag-and-drop/drag.md)
-[@patternfly/Drawer - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/drawer/drawer.md)
-[@patternfly/Drawer - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Drawer/examples/Drawer.md)
-[@patternfly/Dropdown - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/dropdown/dropdown.md)
-[@patternfly/Dropdown - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Dropdown/examples/Dropdown.md)
-[@patternfly/DualListSelector - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/dual-list-selector/dual-list-selector.md)
-[@patternfly/DualListSelector - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/DualListSelector/examples/DualListSelector.md)
-[@patternfly/EmptyState - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/empty-state/empty-state.md)
-[@patternfly/EmptyState - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/EmptyState/examples/EmptyState.md)
-[@patternfly/ExpandableSection - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/expandable-section/expandable-section.md)
-[@patternfly/ExpandableSection - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/expandable-section/expandable-section.md)
-[@patternfly/ExpandableSection - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/ExpandableSection/examples/ExpandableSection.md)
-[@patternfly/FileUpload - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/file-upload/file-upload.md)
-[@patternfly/FileUpload - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/FileUpload/examples/FileUpload.md)
-[@patternfly/Form - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/form/forms.md)
-[@patternfly/Form - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Form/examples/Form.md)
-[@patternfly/FormControl - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/form-control/form-control.md)
-[@patternfly/FormSelect - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/form-select/form-select.md)
-[@patternfly/FormSelect - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/FormSelect/examples/FormSelect.md)
-[@patternfly/HelperText - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/helper-text/helper-text.md)
-[@patternfly/HelperText - Accessibility](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/accessibility/helper-text/helper-text.md)
-[@patternfly/HelperText - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/HelperText/examples/HelperText.md)
-[@patternfly/Hint - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/components/hint/hint.md)
-[@patternfly/Hint - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Hint/examples/Hint.md)
-[@patternfly/Icon - Examples](https://raw.githubusercontent.com/patternfly/patternfly-react/refs/tags/v6.4.0/packages/react-core/src/components/Icon/examples/Icon.md)
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-[@patternfly/Flex - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/layouts/flex.md)
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-[@patternfly/Grid - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/layouts/grid.md)
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-[@patternfly/Level - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/layouts/level.md)
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-[@patternfly/Split - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/layouts/split.md)
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-[@patternfly/Charts - Donut Utilization Chart - Design Guidelines](https://raw.githubusercontent.com/patternfly/patternfly-org/fb05713aba75998b5ecf5299ee3c1a259119bd74/packages/documentation-site/patternfly-docs/content/design-guidelines/charts/donut-utilization-chart/donut-utilization-chart.md)
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-[@patternfly/react-guidelines](/documentation/guidelines/README.md)
-[@patternfly/react-resources](/documentation/resources/README.md)
-[@patternfly/react-setup](/documentation/setup/README.md)
-[@patternfly/react-troubleshooting](/documentation/troubleshooting/README.md)
-          
-
-        1. Pick the most suitable URL from the above list, and use that as the "urlList" argument for this tool's execution, to get the docs content. If it's just one, let it be an array with one URL.
-        2. Analyze the URLs listed in the .md file
-        3. Then fetch specific documentation pages relevant to the user's question with the subsequent tool call.",
-    "inputSchema": {
-      "urlList": ZodArray {
-        "_def": {
-          "description": "The list of urls to fetch the documentation from",
-          "exactLength": null,
-          "maxLength": null,
-          "minLength": null,
-          "type": ZodString {
-            "_def": {
-              "checks": [],
-              "coerce": false,
-              "typeName": "ZodString",
-            },
-            "and": [Function],
-            "array": [Function],
-            "brand": [Function],
-            "catch": [Function],
-            "default": [Function],
-            "describe": [Function],
-            "isNullable": [Function],
-            "isOptional": [Function],
-            "nullable": [Function],
-            "nullish": [Function],
-            "optional": [Function],
-            "or": [Function],
-            "parse": [Function],
-            "parseAsync": [Function],
-            "pipe": [Function],
-            "promise": [Function],
-            "readonly": [Function],
-            "refine": [Function],
-            "refinement": [Function],
-            "safeParse": [Function],
-            "safeParseAsync": [Function],
-            "spa": [Function],
-            "superRefine": [Function],
-            "transform": [Function],
-            "~standard": {
-              "validate": [Function],
-              "vendor": "zod",
-              "version": 1,
-            },
-          },
-          "typeName": "ZodArray",
-        },
-        "and": [Function],
-        "array": [Function],
-        "brand": [Function],
-        "catch": [Function],
-        "default": [Function],
-        "describe": [Function],
-        "isNullable": [Function],
-        "isOptional": [Function],
-        "nullable": [Function],
-        "nullish": [Function],
-        "optional": [Function],
-        "or": [Function],
-        "parse": [Function],
-        "parseAsync": [Function],
-        "pipe": [Function],
-        "promise": [Function],
-        "readonly": [Function],
-        "refine": [Function],
-        "refinement": [Function],
-        "safeParse": [Function],
-        "safeParseAsync": [Function],
-        "spa": [Function],
-        "superRefine": [Function],
-        "transform": [Function],
-        "~standard": {
-          "validate": [Function],
-          "vendor": "zod",
-          "version": 1,
-        },
-      },
-    },
-  },
-  [Function],
-]
+{
+  "callback": [Function],
+  "name": "usePatternFlyDocs",
+  "schema": true,
+}
 `;
 
 exports[`usePatternFlyDocsTool, callback should parse parameters, default 1`] = `
diff --git a/src/__tests__/server.schema.test.ts b/src/__tests__/server.schema.test.ts
new file mode 100644
index 0000000..c71a583
--- /dev/null
+++ b/src/__tests__/server.schema.test.ts
@@ -0,0 +1,377 @@
+import { z } from 'zod';
+import {
+  isZodSchema,
+  isZodRawShape,
+  jsonSchemaToZod,
+  normalizeInputSchema,
+  zodToJsonSchema
+} from '../server.schema';
+
+describe('isZodSchema', () => {
+  it.each([
+    {
+      description: 'z.string()',
+      value: z.string()
+    },
+    {
+      description: 'z.array(z.string())',
+      value: z.array(z.string())
+    },
+    {
+      description: 'z.object({ name: z.string() })',
+      value: z.object({ name: z.string() })
+    },
+    {
+      description: 'z.union([z.string(), z.number()])',
+      value: z.union([z.string(), z.number()])
+    }
+  ])('should be a Zod schema, $description', ({ value }) => {
+    expect(isZodSchema(value)).toBe(true);
+  });
+
+  it.each([
+    {
+      description: 'plain object',
+      value: { type: 'string' }
+    },
+    {
+      description: 'object with parse method but not Zod',
+      value: { parse: () => {} }
+    },
+    {
+      description: 'object with safeParse method but not Zod',
+      value: { safeParse: () => {} }
+    },
+    {
+      description: 'object with safeParseAsync method but not Zod',
+      value: { safeParseAsync: () => {} }
+    },
+    {
+      description: 'null',
+      value: null
+    },
+    {
+      description: 'undefined',
+      value: undefined
+    },
+    {
+      description: 'string',
+      value: 'not a schema'
+    },
+    {
+      description: 'number',
+      value: 123
+    },
+    {
+      description: 'NaN',
+      value: NaN
+    },
+    {
+      description: 'array',
+      value: [1, 2, 3]
+    },
+    {
+      description: 'function',
+      value: () => {}
+    },
+    {
+      description: 'empty object',
+      value: {}
+    }
+  ])('should NOT be a Zod schema, $description', ({ value }) => {
+    expect(isZodSchema(value)).toBe(false);
+  });
+});
+
+describe('isZodRawShape', () => {
+  it.each([
+    {
+      description: 'object with Zod schemas as values',
+      value: { name: z.string(), age: z.number() }
+    },
+    {
+      description: 'object with single Zod schema',
+      value: { name: z.string() }
+    },
+    {
+      description: 'object with nested Zod schemas',
+      value: {
+        name: z.string(),
+        tags: z.array(z.string()),
+        metadata: z.object({ key: z.string() })
+      }
+    }
+  ])('should be a Zod raw shape, $description', ({ value }) => {
+    expect(isZodRawShape(value)).toBe(true);
+  });
+
+  it.each([
+    {
+      description: 'empty object',
+      value: {}
+    },
+    {
+      description: 'object with non-Zod values',
+      value: { name: 'string', age: 123 }
+    },
+    {
+      description: 'object with mixed Zod and non-Zod values',
+      value: { name: z.string(), age: 123 }
+    },
+    {
+      description: 'null',
+      value: null
+    },
+    {
+      description: 'undefined',
+      value: undefined
+    },
+    {
+      description: 'string',
+      value: 'lorem ipsum'
+    },
+    {
+      description: 'array',
+      value: [z.string(), z.number()]
+    },
+    {
+      description: 'Zod schema',
+      value: z.string()
+    },
+    {
+      description: 'Zod object schema',
+      value: z.object({ name: z.string() })
+    }
+  ])('should NOT be a Zod raw shape, $description', ({ value }) => {
+    expect(isZodRawShape(value)).toBe(false);
+  });
+});
+
+describe('jsonSchemaToZod', () => {
+  it.each([
+    {
+      description: 'string input, failFast true',
+      jsonSchema: 'lorem ipsum',
+      failFast: true,
+      shouldBeZod: false
+    },
+    {
+      description: 'string input, failFast false',
+      jsonSchema: 'lorem ipsum',
+      failFast: false,
+      shouldBeZod: true
+    },
+    {
+      description: 'number input, failFast true',
+      jsonSchema: 1000,
+      failFast: true,
+      shouldBeZod: false
+    },
+    {
+      description: 'number input, failFast false',
+      jsonSchema: 1000,
+      failFast: false,
+      shouldBeZod: true
+    },
+    {
+      description: 'array input, failFast true',
+      jsonSchema: [1, 2, 3],
+      failFast: true,
+      shouldBeZod: false
+    },
+    {
+      description: 'array input, failFast false',
+      jsonSchema: [1, 2, 3],
+      failFast: false,
+      shouldBeZod: true
+    },
+    {
+      description: 'null input with failFast true',
+      jsonSchema: null,
+      failFast: true,
+      shouldBeZod: false
+    },
+    {
+      description: 'null input with failFast false',
+      jsonSchema: null,
+      failFast: false,
+      shouldBeZod: true
+    },
+    {
+      description: 'undefined input with failFast true',
+      jsonSchema: undefined,
+      failFast: true,
+      shouldBeZod: false
+    },
+    {
+      description: 'undefined input with failFast false',
+      jsonSchema: undefined,
+      failFast: false,
+      shouldBeZod: true
+    },
+    {
+      description: 'simple string schema, failFast true',
+      jsonSchema: { type: 'string' },
+      failFast: true,
+      shouldBeZod: true
+    },
+    {
+      description: 'simple string schema, failFast false',
+      jsonSchema: { type: 'string' },
+      failFast: false,
+      shouldBeZod: true
+    },
+    {
+      description: 'object schema with additionalProperties true, failFast true',
+      jsonSchema: { type: 'object', additionalProperties: true },
+      failFast: true,
+      shouldBeZod: true
+    },
+    {
+      description: 'object schema with additionalProperties true, failFast false',
+      jsonSchema: { type: 'object', additionalProperties: true },
+      failFast: false,
+      shouldBeZod: true
+    },
+    {
+      description: 'complex unsupported schema attempt, failFast true',
+      jsonSchema: { lorem: 'ipsum random string', type: 'array', items: { type: 'string' } },
+      failFast: true,
+      shouldBeZod: true
+    },
+    {
+      description: 'complex unsupported schema attempt, failFast false',
+      jsonSchema: { lorem: 'ipsum random string', type: 'array', items: { type: 'string' } },
+      failFast: false,
+      shouldBeZod: true
+    },
+    {
+      description: 'complex schema, failFast true',
+      jsonSchema: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'number' } } },
+      failFast: true,
+      shouldBeZod: true
+    },
+    {
+      description: 'complex schema, failFast false',
+      jsonSchema: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'number' } } },
+      failFast: false,
+      shouldBeZod: true
+    }
+  ])('should convert JSON Schema to Zod, $description', ({ jsonSchema, failFast, shouldBeZod }) => {
+    const result = jsonSchemaToZod(jsonSchema, { failFast });
+
+    expect(isZodSchema(result)).toBe(shouldBeZod);
+    expect(zodToJsonSchema(result)).toMatchSnapshot();
+  });
+});
+
+describe('normalizeInputSchema', () => {
+  it.each([
+    {
+      description: 'Zod schema (z.string())',
+      inputSchema: z.string()
+    },
+    {
+      description: 'Zod schema (z.object({}))',
+      inputSchema: z.object({ name: z.string() })
+    },
+    {
+      description: 'Zod raw shape',
+      inputSchema: { name: z.string(), age: z.number() }
+    },
+    {
+      description: 'empty object',
+      inputSchema: {}
+    }
+  ])('should return a zod schema, $description', ({ inputSchema }) => {
+    const result = normalizeInputSchema(inputSchema);
+
+    expect(isZodSchema(result)).toBe(true);
+  });
+
+  it.each([
+    {
+      description: 'null',
+      inputSchema: null
+    },
+    {
+      description: 'undefined',
+      inputSchema: undefined
+    },
+    {
+      description: 'string',
+      inputSchema: 'not a schema'
+    },
+    {
+      description: 'number',
+      inputSchema: 123
+    },
+    {
+      description: 'array',
+      inputSchema: [1, 2, 3]
+    }
+  ])('should NOT return a zod schema, $description', ({ inputSchema }) => {
+    const result = normalizeInputSchema(inputSchema);
+
+    expect(isZodSchema(result)).toBe(false);
+  });
+});
+
+describe('zodToJsonSchema', () => {
+  it.each([
+    {
+      description: 'zod string',
+      schema: z.string(),
+      options: { io: 'output' }
+    },
+    {
+      description: 'zod array',
+      schema: z.array(z.string())
+    },
+    {
+      description: 'zod object',
+      schema: z.object({ name: z.string(), age: z.number() })
+    },
+    {
+      description: 'zod union',
+      schema: z.union([z.string(), z.number()]),
+      options: { params: { strict: true } }
+    }
+  ])('should convert with options, $description', ({ schema, options }) => {
+    const result = zodToJsonSchema(schema, options as any);
+
+    expect(result).toBeDefined();
+  });
+
+  it.each([
+    {
+      description: 'plain object with zod',
+      schema: { test: z.string() },
+      options: { target: 'draft-2019-09' }
+    },
+    {
+      description: 'plain object',
+      schema: { test: 'z.string()' }
+    },
+    {
+      description: 'string',
+      schema: 'z.string()'
+    },
+    {
+      description: 'zod object with throw',
+      schema: z.object({ name: z.string(), age: 'z.number()' })
+    },
+    {
+      description: 'null',
+      schema: null
+    },
+    {
+      description: 'undefined',
+      schema: undefined
+    }
+  ])('should return undefined on conversion error, $description', ({ schema, options }) => {
+    const result = zodToJsonSchema(schema, options as any);
+
+    expect(result).toBeUndefined();
+  });
+});
diff --git a/src/__tests__/server.test.ts b/src/__tests__/server.test.ts
index 78c1fa5..a8bf109 100644
--- a/src/__tests__/server.test.ts
+++ b/src/__tests__/server.test.ts
@@ -148,8 +148,9 @@ describe('runServer', () => {
     expect(transportMethod).toHaveBeenCalled();
     expect(serverInstance.isRunning()).toBe(true);
     expect({
-      events: MockLog.info.mock.calls,
-      registerTool: mockServer.registerTool.mock.calls,
+      events: [...MockLog.info.mock.calls, ...MockLog.warn.mock.calls],
+      hasDebugLogs: MockLog.debug.mock.calls.length > 0,
+      registerTool: mockServer.registerTool.mock.calls?.map((call: any) => call?.[0] || []),
       mcpServer: MockMcpServer.mock.calls,
       process: processOnSpy.mock.calls
     }).toMatchSnapshot('diagnostics');
diff --git a/src/__tests__/tool.componentSchemas.test.ts b/src/__tests__/tool.componentSchemas.test.ts
index d5955e9..9d173cd 100644
--- a/src/__tests__/tool.componentSchemas.test.ts
+++ b/src/__tests__/tool.componentSchemas.test.ts
@@ -1,5 +1,6 @@
 import { McpError } from '@modelcontextprotocol/sdk/types.js';
 import { componentSchemasTool } from '../tool.componentSchemas';
+import { isPlainObject } from '../server.helpers';
 
 // Mock dependencies
 jest.mock('../server.caching', () => ({
@@ -14,7 +15,11 @@ describe('componentSchemasTool', () => {
   it('should have a consistent return structure', () => {
     const tool = componentSchemasTool();
 
-    expect(tool).toMatchSnapshot('structure');
+    expect({
+      name: tool[0],
+      schema: isPlainObject(tool[1]),
+      callback: tool[2]
+    }).toMatchSnapshot('structure');
   });
 });
 
diff --git a/src/__tests__/tool.fetchDocs.test.ts b/src/__tests__/tool.fetchDocs.test.ts
index 123ea86..c568614 100644
--- a/src/__tests__/tool.fetchDocs.test.ts
+++ b/src/__tests__/tool.fetchDocs.test.ts
@@ -1,6 +1,7 @@
 import { McpError } from '@modelcontextprotocol/sdk/types.js';
 import { fetchDocsTool } from '../tool.fetchDocs';
 import { processDocsFunction } from '../server.getResources';
+import { isPlainObject } from '../server.helpers';
 
 // Mock dependencies
 jest.mock('../server.getResources');
@@ -18,7 +19,11 @@ describe('fetchDocsTool', () => {
   it('should have a consistent return structure', () => {
     const tool = fetchDocsTool();
 
-    expect(tool).toMatchSnapshot('structure');
+    expect({
+      name: tool[0],
+      schema: isPlainObject(tool[1]),
+      callback: tool[2]
+    }).toMatchSnapshot('structure');
   });
 });
 
diff --git a/src/__tests__/tool.patternFlyDocs.test.ts b/src/__tests__/tool.patternFlyDocs.test.ts
index d19243c..49ac65b 100644
--- a/src/__tests__/tool.patternFlyDocs.test.ts
+++ b/src/__tests__/tool.patternFlyDocs.test.ts
@@ -1,6 +1,7 @@
 import { McpError } from '@modelcontextprotocol/sdk/types.js';
 import { usePatternFlyDocsTool } from '../tool.patternFlyDocs';
 import { processDocsFunction } from '../server.getResources';
+import { isPlainObject } from '../server.helpers';
 
 // Mock dependencies
 jest.mock('../server.getResources');
@@ -18,7 +19,11 @@ describe('usePatternFlyDocsTool', () => {
   it('should have a consistent return structure', () => {
     const tool = usePatternFlyDocsTool();
 
-    expect(tool).toMatchSnapshot('structure');
+    expect({
+      name: tool[0],
+      schema: isPlainObject(tool[1]),
+      callback: tool[2]
+    }).toMatchSnapshot('structure');
   });
 });
 
diff --git a/src/server.schema.ts b/src/server.schema.ts
new file mode 100644
index 0000000..16073a1
--- /dev/null
+++ b/src/server.schema.ts
@@ -0,0 +1,179 @@
+import { z, fromJSONSchema, toJSONSchema } from 'zod';
+import { isPlainObject } from './server.helpers';
+
+/**
+ * Check if a value is a Zod schema, v3 or v4.
+ *
+ * This is a loose check, it may return false positives. Combine with `isZodRawShape`
+ * for a slightly better check.
+ *
+ * @param value - Value to check
+ * @returns `true` if the value appears to be a Zod schema
+ */
+const isZodSchema = (value: unknown): boolean => {
+  if (!value || typeof value !== 'object' || Array.isArray(value)) {
+    return false;
+  }
+
+  const obj = value as Record<string, unknown>;
+
+  // Guard for property presence
+  const has = (key: string) => Object.prototype.hasOwnProperty.call(obj, key);
+  const isFunc = (func: unknown) => typeof func === 'function';
+
+  // Zod v4 detection: branded internals at `_zod`. In v4, `_zod` is an object
+  // with `def` and a `version` string. set in core/versions
+  if (has('_zod') && obj._zod && typeof obj._zod === 'object') {
+    const internals = obj._zod as Record<string, unknown>;
+
+    if ('def' in internals || typeof internals.version === 'string') {
+      return true;
+    }
+  }
+
+  // Zod v3 detection: `_def` object with both parse and safeParse functions
+  if (has('_def') && obj._def && typeof obj._def === 'object') {
+    if (isFunc(obj.parse) && isFunc(obj.safeParse)) {
+      return true;
+    }
+  }
+
+  return false;
+};
+
+/**
+ * Check if a value is a ZodRawShapeCompat. An object with Zod schemas as values.
+ *
+ * @param value - Value to check
+ * @returns `true` if the value appears to be a ZodRawShapeCompat
+ */
+const isZodRawShape = (value: unknown): boolean => {
+  if (!isPlainObject(value)) {
+    return false;
+  }
+
+  const obj = value as Record<string, unknown>;
+  const values = Object.values(obj);
+
+  // Empty object is not a shape
+  if (values.length === 0) {
+    return false;
+  }
+
+  // All values must be Zod schemas
+  return values.every(isZodSchema);
+};
+
+/**
+ * Convert a plain JSON Schema object to a Zod schema.
+ * - For simple cases, converts to appropriate Zod schemas.
+ * - For complex cases, falls back to z.any() to accept any input.
+ *
+ * @param jsonSchema - Plain JSON Schema object
+ * @param settings - Optional settings
+ * @param settings.failFast - Fail fast on unsupported types, or be nice and attempt to convert. Defaults to true.
+ * @returns Zod schema equivalent
+ */
+const jsonSchemaToZod = (
+  jsonSchema: unknown,
+  { failFast = true }: { failFast?: boolean } = {}
+): z.ZodTypeAny | undefined => {
+  if (!isPlainObject(jsonSchema)) {
+    return failFast ? undefined : z.any();
+  }
+
+  const schema = jsonSchema as Record<string, unknown>;
+
+  try {
+    return fromJSONSchema(schema);
+  } catch {
+    if (failFast) {
+      return undefined;
+    }
+  }
+
+  // Handle object type schemas, simplified conversion.
+  if (schema.type === 'object') {
+    // If additionalProperties is true or non-existent, allow any properties
+    if (schema.additionalProperties === true || schema.additionalProperties === undefined) {
+      if (z.looseObject) {
+        return z.looseObject({});
+      }
+
+      const zodObject = z.object({});
+
+      if ('passthrough' in zodObject) {
+        return zodObject.passthrough();
+      }
+    }
+
+    // If additionalProperties is false, use strict object
+    return z.object({}).strict();
+  }
+
+  // For other types, fall back to z.any()
+  // A full implementation would handle array, string, number, boolean, etc.
+  return z.any();
+};
+
+/**
+ * Minimal attempt to normalize an `inputSchema` to a Zod schema, compatible with the MCP SDK.
+ * - If it's already a Zod schema or ZodRawShapeCompat, return as-is.
+ * - If it's a plain JSON Schema, convert it to a Zod schema.
+ *
+ * @param inputSchema - Input schema (Zod schema, ZodRawShapeCompat, or plain JSON Schema)
+ * @returns Returns a Zod instance for known inputs such as "Zod schema", "raw shape", or "JSON Schema", or the original value otherwise.
+ */
+const normalizeInputSchema = (inputSchema: unknown): z.ZodTypeAny | unknown => {
+  // If it's already a Zod schema or a ZodRawShapeCompat (object with Zod schemas as values), return as-is
+  if (isZodSchema(inputSchema)) {
+    return inputSchema;
+  }
+
+  // If it's a Zod raw shape (object of Zod schemas), wrap as a Zod object schema
+  if (isZodRawShape(inputSchema)) {
+    return z.object(inputSchema as Record<string, any>);
+  }
+
+  // If it's a plain JSON Schema object, convert to Zod
+  if (isPlainObject(inputSchema)) {
+    return jsonSchemaToZod(inputSchema);
+  }
+
+  // Fallback: return as-is (might be undefined or other types)
+  return inputSchema;
+};
+
+/**
+ * Convert a Zod schema to JSON Schema if supported, else return undefined.
+ * Defaults target to JSON Schema 2020-12 and generates the INPUT schema (for args).
+ *
+ * @param schema - Zod schema
+ * @param options - Optional parameters for `toJSONSchema`.
+ * @param options.target - JSON Schema version to generate. Defaults to "draft-2020-12".
+ * @param options.io - Whether to generate the INPUT or OUTPUT schema. Defaults to "input".
+ * @param options.unrepresentable - What to do with unrepresentable values. Defaults to "any".
+ * @param options.remainingOptions - Additional options to pass to toJSONSchema.
+ */
+const zodToJsonSchema = (
+  schema: unknown,
+  { target = 'draft-2020-12', io = 'input', unrepresentable = 'any', ...remainingOptions }:
+  { target?: string; io?: 'input' | 'output'; unrepresentable?: 'throw' | 'any', remainingOptions?: Record<string, unknown> } = {}
+): unknown => {
+  if (!isZodSchema(schema)) {
+    return undefined;
+  }
+
+  try {
+    return toJSONSchema(schema as any, {
+      target,
+      io,
+      unrepresentable,
+      ...remainingOptions
+    });
+  } catch {}
+
+  return undefined;
+};
+
+export { isZodSchema, isZodRawShape, jsonSchemaToZod, normalizeInputSchema, zodToJsonSchema };
diff --git a/src/server.ts b/src/server.ts
index 7b5a759..4a4179c 100644
--- a/src/server.ts
+++ b/src/server.ts
@@ -15,6 +15,8 @@ import {
   runWithSession
 } from './options.context';
 import { DEFAULT_OPTIONS } from './options.defaults';
+import { isZodRawShape, isZodSchema } from './server.schema';
+import { isPlainObject } from './server.helpers';
 
 type McpTool = [string, { description: string; inputSchema: any }, (args: any) => Promise<any> | any];
 
@@ -155,7 +157,15 @@ const runServer = async (options: ServerOptions = getOptions(), {
     // Setup server logging.
     const subUnsub = createServerLogger.memo(server);
 
-    log.debug(`Server logging enabled: isStderr = ${options?.logging?.stderr} isProtocol = ${enableProtocolLogging};`);
+    log.info(`Server logging enabled.`);
+
+    if (options?.logging?.stderr === undefined || enableProtocolLogging === undefined) {
+      log.debug(
+        `${options.name} server logging enabled with partial flags`,
+        `isStderr = ${options?.logging?.stderr !== undefined}`,
+        `isProtocol = ${enableProtocolLogging !== undefined};`
+      );
+    }
 
     if (subUnsub) {
       const { subscribe, unsubscribe } = subUnsub;
@@ -169,11 +179,47 @@ const runServer = async (options: ServerOptions = getOptions(), {
 
     tools.forEach(toolCreator => {
       const [name, schema, callback] = toolCreator(options);
+      // Do NOT normalize schemas here. This is by design and is a fallback check for malformed schemas.
+      const isZod = isZodSchema(schema?.inputSchema) || isZodRawShape(schema?.inputSchema);
+      const isSchemaDefined = schema?.inputSchema !== undefined;
 
       log.info(`Registered tool: ${name}`);
-      server?.registerTool(name, schema, (args = {}) =>
+
+      if (!isZod) {
+        log.warn(`Tool "${name}" has a non‑Zod inputSchema. This may cause unexpected issues.`);
+        log.debug(
+          `Tool "${name}" has received a non‑Zod inputSchema from the tool pipeline.`,
+          `This will cause unexpected issues, such as failure to pass arguments.`,
+          `MCP SDK requires Zod. Kneel before Zod.`
+        );
+      }
+
+      // Lightweight check for malformed schemas that bypass validation.
+      const isContextLike = (value: unknown) => isPlainObject(value) && 'requestId' in value && 'signal' in value;
+
+      server?.registerTool(name, schema, (args: unknown = {}, ..._args: unknown[]) =>
         runWithSession(session, async () =>
-          runWithOptions(options, async () => await callback(args))));
+          runWithOptions(options, async () => {
+            // Basic track for remaining args to account for future MCP SDK alterations.
+            log.debug(
+              `Running tool "${name}"`,
+              `isArgs = ${args !== undefined}`,
+              `isRemainingArgs = ${_args?.length > 0}`
+            );
+            const isContextLikeArgs = isContextLike(args);
+
+            // Log potential Zod validation errors triggered by context fail.
+            if (isContextLikeArgs) {
+              log.debug(
+                `Tool "${name}" handler received a context‑like object as the first parameter.`,
+                'If this is unexpected this is likely an undefined schema or a schema not registering as Zod.',
+                'Review the related schema definition and ensure it is defined and valid.',
+                `Schema-is-Defined = ${isSchemaDefined}; Schema-is-Zod = ${isZod}; | Context-like = ${isContextLikeArgs};`
+              );
+            }
+
+            return await callback(args);
+          })));
     });
 
     if (enableSigint) {
diff --git a/tests/__snapshots__/stdioTransport.test.ts.snap b/tests/__snapshots__/stdioTransport.test.ts.snap
index c1290d4..0f41955 100644
--- a/tests/__snapshots__/stdioTransport.test.ts.snap
+++ b/tests/__snapshots__/stdioTransport.test.ts.snap
@@ -270,6 +270,8 @@ exports[`Logging should allow setting logging options, default 1`] = `[]`;
 
 exports[`Logging should allow setting logging options, stderr 1`] = `
 [
+  "[INFO]: Server logging enabled.
+",
   "[INFO]: Registered tool: usePatternFlyDocs
 ",
   "[INFO]: Registered tool: fetchDocs