diff --git a/squirreling-gis/package.json b/squirreling-gis/package.json
index ee8afb6..c06f429 100644
--- a/squirreling-gis/package.json
+++ b/squirreling-gis/package.json
@@ -15,13 +15,16 @@
     "typecheck": "tsc"
   },
   "dependencies": {
+    "@mcp-b/global": "^2.2.0",
+    "@mcp-b/webmcp-types": "^2.2.0",
     "hyparquet": "1.25.6",
     "hyparquet-compressors": "1.1.1",
     "hyperparam": "0.4.9",
     "leaflet": "1.9.4",
     "react": "19.2.5",
     "react-dom": "19.2.5",
-    "squirreling": "0.12.1"
+    "squirreling": "0.12.1",
+    "@mcp-b/react-webmcp": "^2.2.0"
   },
   "devDependencies": {
     "@types/leaflet": "1.9.21",
diff --git a/squirreling-gis/src/App.tsx b/squirreling-gis/src/App.tsx
index 1d99312..b738c74 100644
--- a/squirreling-gis/src/App.tsx
+++ b/squirreling-gis/src/App.tsx
@@ -13,7 +13,7 @@ export default function App(): ReactNode {
   const url = params.get('key') ?? undefined
 
   const [error, setError] = useState<Error>()
-  const [pageProps, setPageProps] = useState<PageProps>()
+  const [pageProps, setPageProps] = useState<Omit<PageProps, 'loadUrl'>>()
 
   const setUnknownError = useCallback((e: unknown) => {
     setError(e === undefined || e instanceof Error ? e : new Error('Unknown error' + JSON.stringify(e)))
@@ -53,7 +53,7 @@ export default function App(): ReactNode {
       onError={(e) => { setError(e) }}
       onFileDrop={onFileDrop}
       onUrlDrop={onUrlDrop}>
-      {pageProps ? <Page {...pageProps} /> : <Welcome setUrl={onUrlDrop} />}
+      {pageProps ? <Page {...pageProps} loadUrl={onUrlDrop} /> : <Welcome setUrl={onUrlDrop} />}
     </Dropzone>
   </Layout>
 }
diff --git a/squirreling-gis/src/Page.tsx b/squirreling-gis/src/Page.tsx
index ae7e3d5..ac9071b 100644
--- a/squirreling-gis/src/Page.tsx
+++ b/squirreling-gis/src/Page.tsx
@@ -1,6 +1,6 @@
 import { FileMetaData, cachedAsyncBuffer, parquetMetadataAsync } from 'hyparquet'
 import type { Geometry } from 'hyparquet/src/types.js'
-import { AsyncBufferFrom, asyncBufferFrom } from 'hyperparam'
+import { AsyncBufferFrom, asyncBufferFrom, Json } from 'hyperparam';
 import { compressors } from 'hyparquet-compressors'
 import { ReactNode, useCallback, useEffect, useMemo, useState } from 'react'
 import { AsyncDataSource, AsyncRow, cachedDataSource, executePlan, parseSql, planSql } from 'squirreling'
@@ -9,6 +9,8 @@ import { countingBuffer } from './countingBuffer.js'
 import { HighlightedTextArea } from './HighlightedTextArea.js'
 import { highlightSql } from './sqlHighlight.js'
 import LeafletMap, { MapFeature } from './LeafletMap.js'
+import { useWebMCP } from '@mcp-b/react-webmcp'
+import type { JsonSchemaForInference } from '@mcp-b/webmcp-types'
 
 const exampleQueries = [
   {
@@ -41,13 +43,14 @@ export interface PageProps {
   from: AsyncBufferFrom
   byteLength?: number
   setError: (e: unknown) => void
+  loadUrl: (url: string) => void
 }
 
 /**
  * Squirreling GIS demo page.
  * Enter SQL queries to filter geospatial data and view results on a map.
  */
-export default function Page({ metadata, name, from, byteLength, setError }: PageProps): ReactNode {
+export default function Page({ metadata, name, from, byteLength, setError, loadUrl }: PageProps): ReactNode {
   const [query, setQuery] = useState<string>(exampleQueries[0].query)
   const [features, setFeatures] = useState<MapFeature[]>([])
   const [featureCount, setFeatureCount] = useState(0)
@@ -68,6 +71,61 @@ export default function Page({ metadata, name, from, byteLength, setError }: Pag
     setSqlError(undefined)
   }, [setError])
 
+  useWebMCP({
+    name: 'run_sql',
+    description: 'Run a SQL query against the loaded GeoParquet file. Updates the map with results. Table is named "table". Supports ST_WITHIN, ST_MAKEENVELOPE, ST_GEOMFROMTEXT. Always use LIMIT. Example: SELECT * FROM table WHERE ST_WITHIN(geometry, ST_MAKEENVELOPE(-122.5, 37.7, -122.3, 37.8)) LIMIT 1000',
+    inputSchema: {
+      type: 'object',
+      properties: {
+        query: { type: 'string', description: 'SQL query to execute' },
+      },
+      required: ['query'],
+    } as const satisfies JsonSchemaForInference,
+    handler: async ({ query: sql }) => {
+      if (!table) throw new Error('No parquet file loaded yet')
+      handleQueryChange(sql)
+      return { status: 'query_submitted', query: sql }
+    },
+  }, [table, handleQueryChange])
+
+  useWebMCP({
+    name: 'get_map_state',
+    description: 'Get the current map state: feature count, active query, columns, and sample features.',
+    inputSchema: {
+      type: 'object',
+      properties: {},
+    } as const satisfies JsonSchemaForInference,
+    annotations: { readOnlyHint: true },
+    handler: async () => {
+      const columns = features.length > 0 ? Object.keys(features[0].properties) : []
+      return {
+        featureCount: features.length,
+        currentQuery: query,
+        columns,
+        sampleFeatures: features.slice(0, 5).map(f => ({
+          geometryType: f.geometry.type,
+          properties: f.properties,
+        })),
+      }
+    },
+  }, [features, query])
+
+  useWebMCP({
+    name: 'load_parquet_url',
+    description: 'Load a different GeoParquet file from a URL (must support HTTP Range requests).',
+    inputSchema: {
+      type: 'object',
+      properties: {
+        url: { type: 'string', description: 'URL to a parquet file' },
+      },
+      required: ['url'],
+    } as const satisfies JsonSchemaForInference,
+    handler: async ({ url }) => {
+      loadUrl(url)
+      return { status: 'loading', url }
+    },
+  }, [loadUrl])
+
   // Execute query and collect features
   useEffect(() => {
     if (query.length <= 2 || !table) return
diff --git a/squirreling-gis/src/main.tsx b/squirreling-gis/src/main.tsx
index bcdede3..5eb38af 100644
--- a/squirreling-gis/src/main.tsx
+++ b/squirreling-gis/src/main.tsx
@@ -1,7 +1,7 @@
+import '@mcp-b/global'
 import 'leaflet/dist/leaflet.css'
 import 'hyperparam/global.css'
 import 'hyperparam/hyperparam.css'
-import { StrictMode } from 'react'
 import ReactDOM from 'react-dom/client'
 import App from './App.js'
 import './index.css'
@@ -9,6 +9,4 @@ import './index.css'
 const app = document.getElementById('app')
 if (!app) throw new Error('missing app element')
 
-ReactDOM.createRoot(app).render(<StrictMode>
-  <App />
-</StrictMode>)
+ReactDOM.createRoot(app).render(<App />)