diff --git a/apps/sim/tools/http/request.ts b/apps/sim/tools/http/request.ts
index e527643bb4..eae6ab94ac 100644
--- a/apps/sim/tools/http/request.ts
+++ b/apps/sim/tools/http/request.ts
@@ -1,5 +1,6 @@
 import type { RequestParams, RequestResponse } from '@/tools/http/types'
-import { getDefaultHeaders, processUrl, transformTable } from '@/tools/http/utils'
+import { getDefaultHeaders, processUrl } from '@/tools/http/utils'
+import { transformTable } from '@/tools/shared/table'
 import type { ToolConfig } from '@/tools/types'
 
 export const requestTool: ToolConfig<RequestParams, RequestResponse> = {
diff --git a/apps/sim/tools/http/utils.ts b/apps/sim/tools/http/utils.ts
index eb108fef36..876cc91da5 100644
--- a/apps/sim/tools/http/utils.ts
+++ b/apps/sim/tools/http/utils.ts
@@ -1,6 +1,7 @@
 import { createLogger } from '@sim/logger'
 import { isTest } from '@/lib/core/config/feature-flags'
 import { getBaseUrl } from '@/lib/core/utils/urls'
+import { transformTable } from '@/tools/shared/table'
 import type { TableRow } from '@/tools/types'
 
 const logger = createLogger('HTTPRequestUtils')
@@ -119,28 +120,3 @@ export const shouldUseProxy = (url: string): boolean => {
     return false
   }
 }
-
-/**
- * Transforms a table from the store format to a key-value object
- * Local copy of the function to break circular dependencies
- * @param table Array of table rows from the store
- * @returns Record of key-value pairs
- */
-export const transformTable = (table: TableRow[] | null): Record<string, any> => {
-  if (!table) return {}
-
-  return table.reduce(
-    (acc, row) => {
-      if (row.cells?.Key && row.cells?.Value !== undefined) {
-        // Extract the Value cell as is - it should already be properly resolved
-        // by the InputResolver based on variable type (number, string, boolean etc.)
-        const value = row.cells.Value
-
-        // Store the correctly typed value in the result object
-        acc[row.cells.Key] = value
-      }
-      return acc
-    },
-    {} as Record<string, any>
-  )
-}
diff --git a/apps/sim/tools/knowledge/create_document.ts b/apps/sim/tools/knowledge/create_document.ts
index 10581852d1..5b82d504a7 100644
--- a/apps/sim/tools/knowledge/create_document.ts
+++ b/apps/sim/tools/knowledge/create_document.ts
@@ -1,6 +1,6 @@
 import type { KnowledgeCreateDocumentResponse } from '@/tools/knowledge/types'
-import { formatDocumentTagsForAPI, parseDocumentTags } from '@/tools/params'
 import { enrichKBTagsSchema } from '@/tools/schema-enrichers'
+import { formatDocumentTagsForAPI, parseDocumentTags } from '@/tools/shared/tags'
 import type { ToolConfig } from '@/tools/types'
 
 export const knowledgeCreateDocumentTool: ToolConfig<any, KnowledgeCreateDocumentResponse> = {
diff --git a/apps/sim/tools/knowledge/search.ts b/apps/sim/tools/knowledge/search.ts
index d611125fd8..574017d083 100644
--- a/apps/sim/tools/knowledge/search.ts
+++ b/apps/sim/tools/knowledge/search.ts
@@ -1,6 +1,6 @@
 import type { KnowledgeSearchResponse } from '@/tools/knowledge/types'
-import { parseTagFilters } from '@/tools/params'
 import { enrichKBTagFiltersSchema } from '@/tools/schema-enrichers'
+import { parseTagFilters } from '@/tools/shared/tags'
 import type { ToolConfig } from '@/tools/types'
 
 export const knowledgeSearchTool: ToolConfig<any, KnowledgeSearchResponse> = {
diff --git a/apps/sim/tools/params.ts b/apps/sim/tools/params.ts
index aa39ecfd89..ee6f3076ad 100644
--- a/apps/sim/tools/params.ts
+++ b/apps/sim/tools/params.ts
@@ -1,11 +1,11 @@
 import { createLogger } from '@sim/logger'
-import type { StructuredFilter } from '@/lib/knowledge/types'
 import { extractInputFieldsFromBlocks } from '@/lib/workflows/input-format'
 import {
   evaluateSubBlockCondition,
   type SubBlockCondition,
 } from '@/lib/workflows/subblocks/visibility'
 import type { SubBlockConfig as BlockSubBlockConfig } from '@/blocks/types'
+import { isEmptyTagValue } from '@/tools/shared/tags'
 import type { ParameterVisibility, ToolConfig } from '@/tools/types'
 import { getTool } from '@/tools/utils'
 
@@ -23,194 +23,6 @@ export function isNonEmpty(value: unknown): boolean {
 // Tag/Value Parsing Utilities
 // ============================================================================
 
-/**
- * Document tag entry format used in create_document tool
- */
-export interface DocumentTagEntry {
-  tagName: string
-  value: string
-}
-
-/**
- * Tag filter entry format used in search tool
- */
-export interface TagFilterEntry {
-  tagName: string
-  tagSlot?: string
-  tagValue: string | number | boolean
-  fieldType?: string
-  operator?: string
-  valueTo?: string | number
-}
-
-/**
- * Checks if a tag value is effectively empty (unfilled/default entry)
- */
-function isEmptyTagEntry(entry: Record<string, unknown>): boolean {
-  if (!entry.tagName || (typeof entry.tagName === 'string' && entry.tagName.trim() === '')) {
-    return true
-  }
-  return false
-}
-
-/**
- * Checks if a tag-based value is effectively empty (only contains default/unfilled entries).
- * Works for both documentTags and tagFilters parameters in various formats.
- *
- * @param value - The tag value to check (can be JSON string, array, or object)
- * @returns true if the value is empty or only contains unfilled entries
- */
-export function isEmptyTagValue(value: unknown): boolean {
-  if (!value) return true
-
-  // Handle JSON string format
-  if (typeof value === 'string') {
-    try {
-      const parsed = JSON.parse(value)
-      if (!Array.isArray(parsed)) return false
-      if (parsed.length === 0) return true
-      return parsed.every((entry: Record<string, unknown>) => isEmptyTagEntry(entry))
-    } catch {
-      return false
-    }
-  }
-
-  // Handle array format directly
-  if (Array.isArray(value)) {
-    if (value.length === 0) return true
-    return value.every((entry: Record<string, unknown>) => isEmptyTagEntry(entry))
-  }
-
-  // Handle object format (LLM format: { "Category": "foo", "Priority": 5 })
-  if (typeof value === 'object' && value !== null) {
-    const entries = Object.entries(value)
-    if (entries.length === 0) return true
-    return entries.every(([, val]) => val === undefined || val === null || val === '')
-  }
-
-  return false
-}
-
-/**
- * Filters valid document tags from an array, removing empty entries
- */
-function filterValidDocumentTags(tags: unknown[]): DocumentTagEntry[] {
-  return tags
-    .filter((entry): entry is Record<string, unknown> => {
-      if (typeof entry !== 'object' || entry === null) return false
-      const e = entry as Record<string, unknown>
-      if (!e.tagName || (typeof e.tagName === 'string' && e.tagName.trim() === '')) return false
-      if (e.value === undefined || e.value === null || e.value === '') return false
-      return true
-    })
-    .map((entry) => ({
-      tagName: String(entry.tagName),
-      value: String(entry.value),
-    }))
-}
-
-/**
- * Parses document tags from various formats into a normalized array format.
- * Used by create_document tool to handle tags from both UI and LLM sources.
- *
- * @param value - Document tags in object, array, or JSON string format
- * @returns Normalized array of document tag entries, or empty array if invalid
- */
-export function parseDocumentTags(value: unknown): DocumentTagEntry[] {
-  if (!value) return []
-
-  // Handle object format from LLM: { "Category": "foo", "Priority": 5 }
-  if (typeof value === 'object' && !Array.isArray(value) && value !== null) {
-    return Object.entries(value)
-      .filter(([tagName, tagValue]) => {
-        if (!tagName || tagName.trim() === '') return false
-        if (tagValue === undefined || tagValue === null || tagValue === '') return false
-        return true
-      })
-      .map(([tagName, tagValue]) => ({
-        tagName,
-        value: String(tagValue),
-      }))
-  }
-
-  // Handle JSON string format from UI
-  if (typeof value === 'string') {
-    try {
-      const parsed = JSON.parse(value)
-      if (Array.isArray(parsed)) {
-        return filterValidDocumentTags(parsed)
-      }
-    } catch {
-      // Invalid JSON, return empty
-    }
-    return []
-  }
-
-  // Handle array format directly
-  if (Array.isArray(value)) {
-    return filterValidDocumentTags(value)
-  }
-
-  return []
-}
-
-/**
- * Parses tag filters from various formats into a normalized StructuredFilter array.
- * Used by search tool to handle tag filters from both UI and LLM sources.
- *
- * @param value - Tag filters in array or JSON string format
- * @returns Normalized array of structured filters, or empty array if invalid
- */
-export function parseTagFilters(value: unknown): StructuredFilter[] {
-  if (!value) return []
-
-  let tagFilters = value
-
-  // Handle JSON string format
-  if (typeof tagFilters === 'string') {
-    try {
-      tagFilters = JSON.parse(tagFilters)
-    } catch {
-      return []
-    }
-  }
-
-  // Must be an array at this point
-  if (!Array.isArray(tagFilters)) return []
-
-  return tagFilters
-    .filter((filter): filter is Record<string, unknown> => {
-      if (typeof filter !== 'object' || filter === null) return false
-      const f = filter as Record<string, unknown>
-      if (!f.tagName || (typeof f.tagName === 'string' && f.tagName.trim() === '')) return false
-      if (f.fieldType === 'boolean') {
-        return f.tagValue !== undefined
-      }
-      if (f.tagValue === undefined || f.tagValue === null) return false
-      if (typeof f.tagValue === 'string' && f.tagValue.trim().length === 0) return false
-      return true
-    })
-    .map((filter) => ({
-      tagName: filter.tagName as string,
-      tagSlot: (filter.tagSlot as string) || '',
-      fieldType: (filter.fieldType as string) || 'text',
-      operator: (filter.operator as string) || 'eq',
-      value: filter.tagValue as string | number | boolean,
-      valueTo: filter.valueTo as string | number | undefined,
-    }))
-}
-
-/**
- * Converts parsed document tags to the format expected by the create document API.
- * Returns the documentTagsData JSON string if there are valid tags.
- */
-export function formatDocumentTagsForAPI(tags: DocumentTagEntry[]): { documentTagsData?: string } {
-  if (tags.length === 0) return {}
-  return {
-    documentTagsData: JSON.stringify(tags),
-  }
-}
-
 export interface Option {
   label: string
   value: string
diff --git a/apps/sim/tools/shared/table.ts b/apps/sim/tools/shared/table.ts
new file mode 100644
index 0000000000..c859c6fbd5
--- /dev/null
+++ b/apps/sim/tools/shared/table.ts
@@ -0,0 +1,38 @@
+import type { TableRow } from '@/tools/types'
+
+/**
+ * Transforms a table from the store format to a key-value object.
+ */
+export const transformTable = (
+  table: TableRow[] | Record<string, any> | string | null
+): Record<string, any> => {
+  if (!table) return {}
+
+  if (typeof table === 'string') {
+    try {
+      const parsed = JSON.parse(table) as TableRow[] | Record<string, any>
+      return transformTable(parsed)
+    } catch {
+      return {}
+    }
+  }
+
+  if (Array.isArray(table)) {
+    return table.reduce(
+      (acc, row) => {
+        if (row.cells?.Key && row.cells?.Value !== undefined) {
+          const value = row.cells.Value
+          acc[row.cells.Key] = value
+        }
+        return acc
+      },
+      {} as Record<string, any>
+    )
+  }
+
+  if (typeof table === 'object') {
+    return table
+  }
+
+  return {}
+}
diff --git a/apps/sim/tools/shared/tags.ts b/apps/sim/tools/shared/tags.ts
new file mode 100644
index 0000000000..60088dba3e
--- /dev/null
+++ b/apps/sim/tools/shared/tags.ts
@@ -0,0 +1,168 @@
+import type { StructuredFilter } from '@/lib/knowledge/types'
+
+/**
+ * Document tag entry format used in create_document tool.
+ */
+export interface DocumentTagEntry {
+  tagName: string
+  value: string
+}
+
+/**
+ * Tag filter entry format used in search tool.
+ */
+export interface TagFilterEntry {
+  tagName: string
+  tagSlot?: string
+  tagValue: string | number | boolean
+  fieldType?: string
+  operator?: string
+  valueTo?: string | number
+}
+
+/**
+ * Checks if a tag value is effectively empty (unfilled/default entry).
+ */
+function isEmptyTagEntry(entry: Record<string, unknown>): boolean {
+  if (!entry.tagName || (typeof entry.tagName === 'string' && entry.tagName.trim() === '')) {
+    return true
+  }
+  return false
+}
+
+/**
+ * Checks if a tag-based value is effectively empty (only contains default/unfilled entries).
+ */
+export function isEmptyTagValue(value: unknown): boolean {
+  if (!value) return true
+
+  if (typeof value === 'string') {
+    try {
+      const parsed = JSON.parse(value)
+      if (!Array.isArray(parsed)) return false
+      if (parsed.length === 0) return true
+      return parsed.every((entry: Record<string, unknown>) => isEmptyTagEntry(entry))
+    } catch {
+      return false
+    }
+  }
+
+  if (Array.isArray(value)) {
+    if (value.length === 0) return true
+    return value.every((entry: Record<string, unknown>) => isEmptyTagEntry(entry))
+  }
+
+  if (typeof value === 'object' && value !== null) {
+    const entries = Object.entries(value)
+    if (entries.length === 0) return true
+    return entries.every(([, val]) => val === undefined || val === null || val === '')
+  }
+
+  return false
+}
+
+/**
+ * Filters valid document tags from an array, removing empty entries.
+ */
+function filterValidDocumentTags(tags: unknown[]): DocumentTagEntry[] {
+  return tags
+    .filter((entry): entry is Record<string, unknown> => {
+      if (typeof entry !== 'object' || entry === null) return false
+      const e = entry as Record<string, unknown>
+      if (!e.tagName || (typeof e.tagName === 'string' && e.tagName.trim() === '')) return false
+      if (e.value === undefined || e.value === null || e.value === '') return false
+      return true
+    })
+    .map((entry) => ({
+      tagName: String(entry.tagName),
+      value: String(entry.value),
+    }))
+}
+
+/**
+ * Parses document tags from various formats into a normalized array format.
+ */
+export function parseDocumentTags(value: unknown): DocumentTagEntry[] {
+  if (!value) return []
+
+  if (typeof value === 'object' && !Array.isArray(value) && value !== null) {
+    return Object.entries(value)
+      .filter(([tagName, tagValue]) => {
+        if (!tagName || tagName.trim() === '') return false
+        if (tagValue === undefined || tagValue === null || tagValue === '') return false
+        return true
+      })
+      .map(([tagName, tagValue]) => ({
+        tagName,
+        value: String(tagValue),
+      }))
+  }
+
+  if (typeof value === 'string') {
+    try {
+      const parsed = JSON.parse(value)
+      if (Array.isArray(parsed)) {
+        return filterValidDocumentTags(parsed)
+      }
+    } catch {
+      return []
+    }
+    return []
+  }
+
+  if (Array.isArray(value)) {
+    return filterValidDocumentTags(value)
+  }
+
+  return []
+}
+
+/**
+ * Parses tag filters from various formats into a normalized StructuredFilter array.
+ */
+export function parseTagFilters(value: unknown): StructuredFilter[] {
+  if (!value) return []
+
+  let tagFilters = value
+
+  if (typeof tagFilters === 'string') {
+    try {
+      tagFilters = JSON.parse(tagFilters)
+    } catch {
+      return []
+    }
+  }
+
+  if (!Array.isArray(tagFilters)) return []
+
+  return tagFilters
+    .filter((filter): filter is Record<string, unknown> => {
+      if (typeof filter !== 'object' || filter === null) return false
+      const f = filter as Record<string, unknown>
+      if (!f.tagName || (typeof f.tagName === 'string' && f.tagName.trim() === '')) return false
+      if (f.fieldType === 'boolean') {
+        return f.tagValue !== undefined
+      }
+      if (f.tagValue === undefined || f.tagValue === null) return false
+      if (typeof f.tagValue === 'string' && f.tagValue.trim().length === 0) return false
+      return true
+    })
+    .map((filter) => ({
+      tagName: filter.tagName as string,
+      tagSlot: (filter.tagSlot as string) || '',
+      fieldType: (filter.fieldType as string) || 'text',
+      operator: (filter.operator as string) || 'eq',
+      value: filter.tagValue as string | number | boolean,
+      valueTo: filter.valueTo as string | number | undefined,
+    }))
+}
+
+/**
+ * Converts parsed document tags to the format expected by the create document API.
+ */
+export function formatDocumentTagsForAPI(tags: DocumentTagEntry[]): { documentTagsData?: string } {
+  if (tags.length === 0) return {}
+  return {
+    documentTagsData: JSON.stringify(tags),
+  }
+}
diff --git a/apps/sim/tools/utils.test.ts b/apps/sim/tools/utils.test.ts
index 5f776ec55b..5eae3eb767 100644
--- a/apps/sim/tools/utils.test.ts
+++ b/apps/sim/tools/utils.test.ts
@@ -1,5 +1,6 @@
 import { createMockFetch, loggerMock } from '@sim/testing'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { transformTable } from '@/tools/shared/table'
 import type { ToolConfig } from '@/tools/types'
 import {
   createCustomToolRequestBody,
@@ -7,7 +8,6 @@ import {
   executeRequest,
   formatRequestParams,
   getClientEnvVars,
-  transformTable,
   validateRequiredParametersAfterMerge,
 } from '@/tools/utils'
 
@@ -91,6 +91,25 @@ describe('transformTable', () => {
       enabled: false,
     })
   })
+
+  it.concurrent('should parse JSON string inputs and transform rows', () => {
+    const table = [
+      { id: '1', cells: { Key: 'city', Value: 'SF' } },
+      { id: '2', cells: { Key: 'temp', Value: 64 } },
+    ]
+    const result = transformTable(JSON.stringify(table))
+
+    expect(result).toEqual({
+      city: 'SF',
+      temp: 64,
+    })
+  })
+
+  it.concurrent('should parse JSON string object inputs', () => {
+    const result = transformTable(JSON.stringify({ a: 1, b: 'two' }))
+
+    expect(result).toEqual({ a: 1, b: 'two' })
+  })
 })
 
 describe('formatRequestParams', () => {
diff --git a/apps/sim/tools/utils.ts b/apps/sim/tools/utils.ts
index fe067e2198..9e09d90c5a 100644
--- a/apps/sim/tools/utils.ts
+++ b/apps/sim/tools/utils.ts
@@ -5,7 +5,7 @@ import { useCustomToolsStore } from '@/stores/custom-tools'
 import { useEnvironmentStore } from '@/stores/settings/environment'
 import { extractErrorMessage } from '@/tools/error-extractors'
 import { tools } from '@/tools/registry'
-import type { TableRow, ToolConfig, ToolResponse } from '@/tools/types'
+import type { ToolConfig, ToolResponse } from '@/tools/types'
 
 const logger = createLogger('ToolsUtils')
 
@@ -70,30 +70,6 @@ export function resolveToolId(toolName: string): string {
   return toolName
 }
 
-/**
- * Transforms a table from the store format to a key-value object
- * @param table Array of table rows from the store
- * @returns Record of key-value pairs
- */
-export const transformTable = (table: TableRow[] | null): Record<string, any> => {
-  if (!table) return {}
-
-  return table.reduce(
-    (acc, row) => {
-      if (row.cells?.Key && row.cells?.Value !== undefined) {
-        // Extract the Value cell as is - it should already be properly resolved
-        // by the InputResolver based on variable type (number, string, boolean etc.)
-        const value = row.cells.Value
-
-        // Store the correctly typed value in the result object
-        acc[row.cells.Key] = value
-      }
-      return acc
-    },
-    {} as Record<string, any>
-  )
-}
-
 interface RequestParams {
   url: string
   method: string