diff --git a/examples/learn-example/components/Catalog.tsx b/examples/learn-example/components/Catalog.tsx
new file mode 100644
index 00000000..e40fdb68
--- /dev/null
+++ b/examples/learn-example/components/Catalog.tsx
@@ -0,0 +1,40 @@
+import { Index } from 'flexsearch';
+import { useState } from 'react';
+import DebouncedInput from './DebouncedInput';
+
+export default function Catalog({ datasets }: { datasets: any[] }) {
+  const [indexFilter, setIndexFilter] = useState('');
+  const index = new Index({ tokenize: "full"});
+  datasets.forEach((dataset) =>
+    index.add(
+      dataset._id,
+      Object.entries(dataset.metadata).reduce(
+            (acc, curr) => acc + ' ' + curr.toString(),
+            ''
+          ) + ' ' + dataset.url_path
+    )
+  );
+  return (
+    <>
+      <DebouncedInput
+        value={indexFilter ?? ''}
+        onChange={(value) => setIndexFilter(String(value))}
+        className="p-2 text-sm shadow border border-block"
+        placeholder="Search all datasets..."
+      />
+      <ul>
+        {datasets
+          .filter((dataset) =>
+            indexFilter !== ''
+              ? index.search(indexFilter).includes(dataset._id)
+              : true
+          )
+          .map((dataset) => (
+            <li key={dataset.id}>
+              <a href={dataset.url_path}>{dataset.metadata.title ? dataset.metadata.title : dataset.url_path}</a>
+            </li>
+          ))}
+      </ul>
+    </>
+  );
+}
diff --git a/examples/learn-example/components/DRD.tsx b/examples/learn-example/components/DRD.tsx
index 882e8066..852c420c 100644
--- a/examples/learn-example/components/DRD.tsx
+++ b/examples/learn-example/components/DRD.tsx
@@ -8,6 +8,7 @@ import { Mermaid } from '@flowershow/core';
 // here.
 const components = {
   Table: dynamic(() => import('./Table')),
+  Catalog: dynamic(() => import('./Catalog')),
   mermaid: Mermaid,
   // Excel: dynamic(() => import('../components/Excel')),
   // TODO: try and make these dynamic ...
diff --git a/examples/learn-example/lib/markdown.js b/examples/learn-example/lib/markdown.js
index ada9b8ab..91aa7614 100644
--- a/examples/learn-example/lib/markdown.js
+++ b/examples/learn-example/lib/markdown.js
@@ -22,7 +22,7 @@ import { serialize } from "next-mdx-remote/serialize";
  * @format: used to indicate to next-mdx-remote which format to use (md or mdx)
  * @returns: { mdxSource: mdxSource, frontMatter: ...}
  */
-const parse = async function (source, format) {
+const parse = async function (source, format, scope) {
   const { content, data, excerpt } = matter(source, {
     excerpt: (file, options) => {
       // Generate an excerpt for the file
@@ -91,7 +91,7 @@ const parse = async function (source, format) {
         ],
         format,
       },
-      scope: data,
+      scope: { ...scope, ...data},
     }
   );
 
diff --git a/examples/learn-example/lib/mddb.ts b/examples/learn-example/lib/mddb.ts
new file mode 100644
index 00000000..2b4e31e5
--- /dev/null
+++ b/examples/learn-example/lib/mddb.ts
@@ -0,0 +1,14 @@
+import { MarkdownDB } from "@flowershow/markdowndb";
+
+const dbPath = "markdown.db";
+
+const client = new MarkdownDB({
+  client: "sqlite3",
+  connection: {
+    filename: dbPath,
+  },
+});
+
+const clientPromise = client.init();
+
+export default clientPromise;
diff --git a/examples/learn-example/package-lock.json b/examples/learn-example/package-lock.json
index 48e690af..8b18d821 100644
--- a/examples/learn-example/package-lock.json
+++ b/examples/learn-example/package-lock.json
@@ -9,17 +9,20 @@
       "version": "0.1.0",
       "dependencies": {
         "@flowershow/core": "^0.4.10",
+        "@flowershow/markdowndb": "^0.1.1",
         "@flowershow/remark-callouts": "^1.0.0",
         "@flowershow/remark-embed": "^1.0.0",
         "@flowershow/remark-wiki-link": "^1.1.2",
         "@heroicons/react": "^2.0.17",
         "@opentelemetry/api": "^1.4.0",
         "@tanstack/react-table": "^8.8.5",
+        "@types/flexsearch": "^0.7.3",
         "@types/node": "18.16.0",
         "@types/react": "18.2.0",
         "@types/react-dom": "18.2.0",
         "eslint": "8.39.0",
         "eslint-config-next": "13.3.1",
+        "flexsearch": "^0.7.31",
         "gray-matter": "^4.0.3",
         "hastscript": "^7.2.0",
         "mdx-mermaid": "2.0.0-rc7",
@@ -931,6 +934,28 @@
         "web-worker": "^1.2.0"
       }
     },
+    "node_modules/@flowershow/markdowndb": {
+      "version": "0.1.1",
+      "resolved": "https://registry.npmjs.org/@flowershow/markdowndb/-/markdowndb-0.1.1.tgz",
+      "integrity": "sha512-08AOpoMywZ8e+9jIH/qhDK79lLTqyDb56tPXiGYUsWJkmPsPtPGoJdhgEyzRbUXbyfmZglNiDu09VsXiSsUU9w==",
+      "dependencies": {
+        "@flowershow/remark-wiki-link": "^1.1.2",
+        "gray-matter": "^4.0.3",
+        "knex": "^2.4.2",
+        "remark-gfm": "^3.0.1",
+        "remark-parse": "^10.0.1",
+        "sqlite3": "^5.1.6",
+        "unist-util-select": "^4.0.3"
+      },
+      "bin": {
+        "mddb": "src/bin/index.js"
+      },
+      "peerDependencies": {
+        "mdast-util-wiki-link": "0.0.2",
+        "micromark": "3.1.0",
+        "micromark-util-symbol": "1.0.1"
+      }
+    },
     "node_modules/@flowershow/remark-callouts": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/@flowershow/remark-callouts/-/remark-callouts-1.0.0.tgz",
@@ -959,6 +984,12 @@
         "micromark-util-symbol": "^1.0.1"
       }
     },
+    "node_modules/@gar/promisify": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/@gar/promisify/-/promisify-1.1.3.tgz",
+      "integrity": "sha512-k2Ty1JcVojjJFwrg/ThKi2ujJ7XNLYaFGNB/bWT9wGR+oSMJHMa5w+CUq6p/pVrKeNNgA7pCqEcjSnHVoqJQFw==",
+      "optional": true
+    },
     "node_modules/@giscus/react": {
       "version": "2.2.8",
       "resolved": "https://registry.npmjs.org/@giscus/react/-/react-2.2.8.tgz",
@@ -1185,6 +1216,44 @@
         "@lit-labs/ssr-dom-shim": "^1.0.0"
       }
     },
+    "node_modules/@mapbox/node-pre-gyp": {
+      "version": "1.0.10",
+      "resolved": "https://registry.npmjs.org/@mapbox/node-pre-gyp/-/node-pre-gyp-1.0.10.tgz",
+      "integrity": "sha512-4ySo4CjzStuprMwk35H5pPbkymjv1SF3jGLj6rAHp/xT/RF7TL7bd9CTm1xDY49K2qF7jmR/g7k+SkLETP6opA==",
+      "dependencies": {
+        "detect-libc": "^2.0.0",
+        "https-proxy-agent": "^5.0.0",
+        "make-dir": "^3.1.0",
+        "node-fetch": "^2.6.7",
+        "nopt": "^5.0.0",
+        "npmlog": "^5.0.1",
+        "rimraf": "^3.0.2",
+        "semver": "^7.3.5",
+        "tar": "^6.1.11"
+      },
+      "bin": {
+        "node-pre-gyp": "bin/node-pre-gyp"
+      }
+    },
+    "node_modules/@mapbox/node-pre-gyp/node_modules/node-fetch": {
+      "version": "2.6.9",
+      "resolved": "https://registry.npmjs.org/node-fetch/-/node-fetch-2.6.9.tgz",
+      "integrity": "sha512-DJm/CJkZkRjKKj4Zi4BsKVZh3ValV5IR5s7LVZnW+6YMh0W1BfNA8XSs6DLMGYlId5F3KnA70uu2qepcR08Qqg==",
+      "dependencies": {
+        "whatwg-url": "^5.0.0"
+      },
+      "engines": {
+        "node": "4.x || >=6.0.0"
+      },
+      "peerDependencies": {
+        "encoding": "^0.1.0"
+      },
+      "peerDependenciesMeta": {
+        "encoding": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/@mdx-js/esbuild": {
       "version": "2.3.0",
       "resolved": "https://registry.npmjs.org/@mdx-js/esbuild/-/esbuild-2.3.0.tgz",
@@ -1487,6 +1556,30 @@
         "node": ">= 8"
       }
     },
+    "node_modules/@npmcli/fs": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/@npmcli/fs/-/fs-1.1.1.tgz",
+      "integrity": "sha512-8KG5RD0GVP4ydEzRn/I4BNDuxDtqVbOdm8675T49OIG/NGhaK0pjPX7ZcDlvKYbA+ulvVK3ztfcF4uBdOxuJbQ==",
+      "optional": true,
+      "dependencies": {
+        "@gar/promisify": "^1.0.1",
+        "semver": "^7.3.5"
+      }
+    },
+    "node_modules/@npmcli/move-file": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/@npmcli/move-file/-/move-file-1.1.2.tgz",
+      "integrity": "sha512-1SUf/Cg2GzGDyaf15aR9St9TWlb+XvbZXWpDx8YKs7MLzMH/BCeopv+y9vzrzgkfykCGuWOlSu3mZhj2+FQcrg==",
+      "deprecated": "This functionality has been moved to @npmcli/fs",
+      "optional": true,
+      "dependencies": {
+        "mkdirp": "^1.0.4",
+        "rimraf": "^3.0.2"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/@opentelemetry/api": {
       "version": "1.4.1",
       "resolved": "https://registry.npmjs.org/@opentelemetry/api/-/api-1.4.1.tgz",
@@ -2073,6 +2166,15 @@
         "url": "https://github.com/sponsors/tannerlinsley"
       }
     },
+    "node_modules/@tootallnate/once": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/@tootallnate/once/-/once-1.1.2.tgz",
+      "integrity": "sha512-RbzJvlNzmRq5c3O09UipeuXno4tA1FE6ikOjxZK0tuxVv3412l64l5t1W5pj4+rJq9vpkm/kwiR07aZXnsKPxw==",
+      "optional": true,
+      "engines": {
+        "node": ">= 6"
+      }
+    },
     "node_modules/@types/acorn": {
       "version": "4.0.6",
       "resolved": "https://registry.npmjs.org/@types/acorn/-/acorn-4.0.6.tgz",
@@ -2113,6 +2215,11 @@
       "resolved": "https://registry.npmjs.org/@types/extend/-/extend-3.0.1.tgz",
       "integrity": "sha512-R1g/VyKFFI2HLC1QGAeTtCBWCo6n75l41OnsVYNbmKG+kempOESaodf6BeJyUM3Q0rKa/NQcTHbB2+66lNnxLw=="
     },
+    "node_modules/@types/flexsearch": {
+      "version": "0.7.3",
+      "resolved": "https://registry.npmjs.org/@types/flexsearch/-/flexsearch-0.7.3.tgz",
+      "integrity": "sha512-HXwADeHEP4exXkCIwy2n1+i0f1ilP1ETQOH5KDOugjkTFZPntWo0Gr8stZOaebkxsdx+k0X/K6obU/+it07ocg=="
+    },
     "node_modules/@types/geojson": {
       "version": "7946.0.10",
       "resolved": "https://registry.npmjs.org/@types/geojson/-/geojson-7946.0.10.tgz",
@@ -2339,6 +2446,11 @@
         "url": "https://opencollective.com/typescript-eslint"
       }
     },
+    "node_modules/abbrev": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/abbrev/-/abbrev-1.1.1.tgz",
+      "integrity": "sha512-nne9/IiQ/hzIhY6pdDnbBtz7DjPTKrY00P/zvPSm5pOFkl6xuGrGnXn/VtTNNfNtAfZ9/1RtehkszU9qcTii0Q=="
+    },
     "node_modules/acorn": {
       "version": "8.8.2",
       "resolved": "https://registry.npmjs.org/acorn/-/acorn-8.8.2.tgz",
@@ -2362,7 +2474,6 @@
       "version": "6.0.2",
       "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-6.0.2.tgz",
       "integrity": "sha512-RZNwNclF7+MS/8bDg70amg32dyeZGZxiDuQmZxKLAlQjr3jGyLx+4Kkk58UO7D2QdgFIQCovuSuZESne6RG6XQ==",
-      "optional": true,
       "dependencies": {
         "debug": "4"
       },
@@ -2370,6 +2481,33 @@
         "node": ">= 6.0.0"
       }
     },
+    "node_modules/agentkeepalive": {
+      "version": "4.3.0",
+      "resolved": "https://registry.npmjs.org/agentkeepalive/-/agentkeepalive-4.3.0.tgz",
+      "integrity": "sha512-7Epl1Blf4Sy37j4v9f9FjICCh4+KAQOyXgHEwlyBiAQLbhKdq/i2QQU3amQalS/wPhdPzDXPL5DMR5bkn+YeWg==",
+      "optional": true,
+      "dependencies": {
+        "debug": "^4.1.0",
+        "depd": "^2.0.0",
+        "humanize-ms": "^1.2.1"
+      },
+      "engines": {
+        "node": ">= 8.0.0"
+      }
+    },
+    "node_modules/aggregate-error": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/aggregate-error/-/aggregate-error-3.1.0.tgz",
+      "integrity": "sha512-4I7Td01quW/RpocfNayFdFVk1qSuoh0E7JrbRJ16nH01HhKFQ88INq9Sd+nd72zqRySlr9BmDA8xlEJ6vJMrYA==",
+      "optional": true,
+      "dependencies": {
+        "clean-stack": "^2.0.0",
+        "indent-string": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/ajv": {
       "version": "6.12.6",
       "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.12.6.tgz",
@@ -2446,6 +2584,23 @@
         "node": ">= 8"
       }
     },
+    "node_modules/aproba": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/aproba/-/aproba-2.0.0.tgz",
+      "integrity": "sha512-lYe4Gx7QT+MKGbDsA+Z+he/Wtef0BiwDOlK/XkBrdfsh9J/jPPXbX0tE9x9cl27Tmu5gg3QUbUrQYa/y+KOHPQ=="
+    },
+    "node_modules/are-we-there-yet": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/are-we-there-yet/-/are-we-there-yet-2.0.0.tgz",
+      "integrity": "sha512-Ci/qENmwHnsYo9xKIcUJN5LeDKdJ6R1Z1j9V/J5wyq8nh/mYPEpIKJbBZXtZjG04HiK7zV/p6Vs9952MrMeUIw==",
+      "dependencies": {
+        "delegates": "^1.0.0",
+        "readable-stream": "^3.6.0"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/arg": {
       "version": "5.0.2",
       "resolved": "https://registry.npmjs.org/arg/-/arg-5.0.2.tgz",
@@ -2701,6 +2856,11 @@
         "readable-stream": "^3.4.0"
       }
     },
+    "node_modules/boolbase": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/boolbase/-/boolbase-1.0.0.tgz",
+      "integrity": "sha512-JZOSA7Mo9sNGB8+UjSgzdLtokWAky1zbztM3WRLCbZ70/3cTANmQmOdR7y2g+J0e2WXywy1yS468tY+IruqEww=="
+    },
     "node_modules/brace-expansion": {
       "version": "1.1.11",
       "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
@@ -2788,6 +2948,44 @@
       "integrity": "sha512-E+XQCRwSbaaiChtv6k6Dwgc+bx+Bs6vuKJHHl5kox/BaKbhiXzqQOwK4cO22yElGp2OCmjwVhT3HmxgyPGnJfQ==",
       "peer": true
     },
+    "node_modules/cacache": {
+      "version": "15.3.0",
+      "resolved": "https://registry.npmjs.org/cacache/-/cacache-15.3.0.tgz",
+      "integrity": "sha512-VVdYzXEn+cnbXpFgWs5hTT7OScegHVmLhJIR8Ufqk3iFD6A6j5iSX1KuBTfNEv4tdJWE2PzA6IVFtcLC7fN9wQ==",
+      "optional": true,
+      "dependencies": {
+        "@npmcli/fs": "^1.0.0",
+        "@npmcli/move-file": "^1.0.1",
+        "chownr": "^2.0.0",
+        "fs-minipass": "^2.0.0",
+        "glob": "^7.1.4",
+        "infer-owner": "^1.0.4",
+        "lru-cache": "^6.0.0",
+        "minipass": "^3.1.1",
+        "minipass-collect": "^1.0.2",
+        "minipass-flush": "^1.0.5",
+        "minipass-pipeline": "^1.2.2",
+        "mkdirp": "^1.0.3",
+        "p-map": "^4.0.0",
+        "promise-inflight": "^1.0.1",
+        "rimraf": "^3.0.2",
+        "ssri": "^8.0.1",
+        "tar": "^6.0.2",
+        "unique-filename": "^1.1.1"
+      },
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/cacache/node_modules/chownr": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/chownr/-/chownr-2.0.0.tgz",
+      "integrity": "sha512-bIomtDF5KGpdogkLd9VspvFzk9KfpyyGlS8YFVZl7TGPBHL5snIOnxeshwVgPteQ9b4Eydl+pVbIyE1DcvCWgQ==",
+      "optional": true,
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/call-bind": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/call-bind/-/call-bind-1.0.2.tgz",
@@ -2949,6 +3147,15 @@
       "integrity": "sha512-jJ0bqzaylmJtVnNgzTeSOs8DPavpbYgEr/b0YL8/2GO3xJEhInFmhKMUnEJQjZumK7KXGFhUy89PrsJWlakBVg==",
       "optional": true
     },
+    "node_modules/clean-stack": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/clean-stack/-/clean-stack-2.2.0.tgz",
+      "integrity": "sha512-4diC9HaTE+KRAMWhDhrGOECgWZxoevMc5TlkObMqNSsVU62PYzXZ/SMTjzyGAFF1YusgxGcSWTEXBhp0CPwQ1A==",
+      "optional": true,
+      "engines": {
+        "node": ">=6"
+      }
+    },
     "node_modules/client-only": {
       "version": "0.0.1",
       "resolved": "https://registry.npmjs.org/client-only/-/client-only-0.0.1.tgz",
@@ -2998,6 +3205,19 @@
       "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz",
       "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA=="
     },
+    "node_modules/color-support": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/color-support/-/color-support-1.1.3.tgz",
+      "integrity": "sha512-qiBjkpbMLO/HL68y+lh4q0/O1MZFj2RX6X/KmMa3+gJD3z+WwI1ZzDHysvqHGS3mP6mznPckpXmw1nI9cJjyRg==",
+      "bin": {
+        "color-support": "bin.js"
+      }
+    },
+    "node_modules/colorette": {
+      "version": "2.0.19",
+      "resolved": "https://registry.npmjs.org/colorette/-/colorette-2.0.19.tgz",
+      "integrity": "sha512-3tlv/dIP7FWvj3BsbHrGLJ6l/oKh1O3TcgBqMn+yyCagOxc23fyzDS6HypQbgxWbkpDnf52p1LuR4eWDQ/K9WQ=="
+    },
     "node_modules/comma-separated-tokens": {
       "version": "2.0.3",
       "resolved": "https://registry.npmjs.org/comma-separated-tokens/-/comma-separated-tokens-2.0.3.tgz",
@@ -3041,6 +3261,11 @@
       "resolved": "https://registry.npmjs.org/concat-map/-/concat-map-0.0.1.tgz",
       "integrity": "sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg=="
     },
+    "node_modules/console-control-strings": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/console-control-strings/-/console-control-strings-1.1.0.tgz",
+      "integrity": "sha512-ty/fTekppD2fIwRvnZAVdeOiGd1c7YXEixbgJTNzqcxJWKQnjJ/V1bNEEE6hygpM3WjwHFUVK6HTjWSzV4a8sQ=="
+    },
     "node_modules/core-util-is": {
       "version": "1.0.3",
       "resolved": "https://registry.npmjs.org/core-util-is/-/core-util-is-1.0.3.tgz",
@@ -3097,6 +3322,11 @@
         "node": ">= 8"
       }
     },
+    "node_modules/css-selector-parser": {
+      "version": "1.4.1",
+      "resolved": "https://registry.npmjs.org/css-selector-parser/-/css-selector-parser-1.4.1.tgz",
+      "integrity": "sha512-HYPSb7y/Z7BNDCOrakL4raGO2zltZkbeXyAd6Tg9obzix6QhzxCotdBl6VT0Dv4vZfJGVz3WL/xaEI9Ly3ul0g=="
+    },
     "node_modules/cssesc": {
       "version": "3.0.0",
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+      "version": "8.0.1",
+      "resolved": "https://registry.npmjs.org/ssri/-/ssri-8.0.1.tgz",
+      "integrity": "sha512-97qShzy1AiyxvPNIkLWoGua7xoQzzPjQ0HAH4B0rWKo7SZ6USuPcrUiAFrws0UH8RrbWmgq3LMTObhPIHbbBeQ==",
+      "optional": true,
+      "dependencies": {
+        "minipass": "^3.1.1"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
     "node_modules/stop-iteration-iterator": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/stop-iteration-iterator/-/stop-iteration-iterator-1.0.0.tgz",
@@ -9273,7 +10146,6 @@
       "version": "1.3.0",
       "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz",
       "integrity": "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==",
-      "optional": true,
       "dependencies": {
         "safe-buffer": "~5.2.0"
       }
@@ -9282,7 +10154,6 @@
       "version": "4.2.3",
       "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
       "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
-      "peer": true,
       "dependencies": {
         "emoji-regex": "^8.0.0",
         "is-fullwidth-code-point": "^3.0.0",
@@ -9295,8 +10166,7 @@
     "node_modules/string-width/node_modules/emoji-regex": {
       "version": "8.0.0",
       "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
-      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
-      "peer": true
+      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A=="
     },
     "node_modules/string.prototype.matchall": {
       "version": "4.0.8",
@@ -9630,6 +10500,22 @@
         "node": ">=6"
       }
     },
+    "node_modules/tar": {
+      "version": "6.1.14",
+      "resolved": "https://registry.npmjs.org/tar/-/tar-6.1.14.tgz",
+      "integrity": "sha512-piERznXu0U7/pW7cdSn7hjqySIVTYT6F76icmFk7ptU7dDYlXTm5r9A6K04R2vU3olYgoKeo1Cg3eeu5nhftAw==",
+      "dependencies": {
+        "chownr": "^2.0.0",
+        "fs-minipass": "^2.0.0",
+        "minipass": "^5.0.0",
+        "minizlib": "^2.1.1",
+        "mkdirp": "^1.0.3",
+        "yallist": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/tar-fs": {
       "version": "2.1.1",
       "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-2.1.1.tgz",
@@ -9658,6 +10544,30 @@
         "node": ">=6"
       }
     },
+    "node_modules/tar/node_modules/chownr": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/chownr/-/chownr-2.0.0.tgz",
+      "integrity": "sha512-bIomtDF5KGpdogkLd9VspvFzk9KfpyyGlS8YFVZl7TGPBHL5snIOnxeshwVgPteQ9b4Eydl+pVbIyE1DcvCWgQ==",
+      "engines": {
+        "node": ">=10"
+      }
+    },
+    "node_modules/tar/node_modules/minipass": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/minipass/-/minipass-5.0.0.tgz",
+      "integrity": "sha512-3FnjYuehv9k6ovOEbyOswadCDPX1piCfhV8ncmYtHOjuPwylVWsghTLo7rabjC3Rx5xD4HDx8Wm1xnMF7S5qFQ==",
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/tarn": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/tarn/-/tarn-3.0.2.tgz",
+      "integrity": "sha512-51LAVKUSZSVfI05vjPESNc5vwqqZpbXCsU+/+wxlOrUjk2SnFTt97v9ZgQrD4YmxYW1Px6w2KjaDitCfkvgxMQ==",
+      "engines": {
+        "node": ">=8.0.0"
+      }
+    },
     "node_modules/text-table": {
       "version": "0.2.0",
       "resolved": "https://registry.npmjs.org/text-table/-/text-table-0.2.0.tgz",
@@ -9690,6 +10600,14 @@
       "integrity": "sha512-w89qg7PI8wAdvX60bMDP+bFoD5Dvhm9oLheFp5O4a2QF0cSBGsBX4qZmadPMvVqlLJBBci+WqGGOAPvcDeNSVg==",
       "optional": true
     },
+    "node_modules/tildify": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/tildify/-/tildify-2.0.0.tgz",
+      "integrity": "sha512-Cc+OraorugtXNfs50hU9KS369rFXCfgGLpfCfvlc+Ud5u6VWmUQsOAa9HbTvheQdYnrdJqqv1e5oIqXppMYnSw==",
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/tiny-glob": {
       "version": "0.2.9",
       "resolved": "https://registry.npmjs.org/tiny-glob/-/tiny-glob-0.2.9.tgz",
@@ -9917,6 +10835,24 @@
         "url": "https://opencollective.com/unified"
       }
     },
+    "node_modules/unique-filename": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/unique-filename/-/unique-filename-1.1.1.tgz",
+      "integrity": "sha512-Vmp0jIp2ln35UTXuryvjzkjGdRyf9b2lTXuSYUiPmzRcl3FDtYqAwOnTJkAngD9SWhnoJzDbTKwaOrZ+STtxNQ==",
+      "optional": true,
+      "dependencies": {
+        "unique-slug": "^2.0.0"
+      }
+    },
+    "node_modules/unique-slug": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/unique-slug/-/unique-slug-2.0.2.tgz",
+      "integrity": "sha512-zoWr9ObaxALD3DOPfjPSqxt4fnZiWblxHIgeWqW8x7UqDzEtHEQLzji2cuJYQFCU6KmoJikOYAZlrTHHebjx2w==",
+      "optional": true,
+      "dependencies": {
+        "imurmurhash": "^0.1.4"
+      }
+    },
     "node_modules/unist-util-filter": {
       "version": "4.0.1",
       "resolved": "https://registry.npmjs.org/unist-util-filter/-/unist-util-filter-4.0.1.tgz",
@@ -10011,6 +10947,21 @@
         "url": "https://opencollective.com/unified"
       }
     },
+    "node_modules/unist-util-select": {
+      "version": "4.0.3",
+      "resolved": "https://registry.npmjs.org/unist-util-select/-/unist-util-select-4.0.3.tgz",
+      "integrity": "sha512-1074+K9VyR3NyUz3lgNtHKm7ln+jSZXtLJM4E22uVuoFn88a/Go2pX8dusrt/W+KWH1ncn8jcd8uCQuvXb/fXA==",
+      "dependencies": {
+        "@types/unist": "^2.0.0",
+        "css-selector-parser": "^1.0.0",
+        "nth-check": "^2.0.0",
+        "zwitch": "^2.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/unist-util-stringify-position": {
       "version": "3.0.3",
       "resolved": "https://registry.npmjs.org/unist-util-stringify-position/-/unist-util-stringify-position-3.0.3.tgz",
@@ -10103,8 +11054,7 @@
     "node_modules/util-deprecate": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
-      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==",
-      "devOptional": true
+      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw=="
     },
     "node_modules/uuid": {
       "version": "9.0.0",
@@ -10824,6 +11774,14 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/wide-align": {
+      "version": "1.1.5",
+      "resolved": "https://registry.npmjs.org/wide-align/-/wide-align-1.1.5.tgz",
+      "integrity": "sha512-eDMORYaPNZ4sQIuuYPDHdQvf4gyCF9rEEV/yPxGfwPkRodwEgiMUUXTx/dex+Me0wxx53S+NgUHaP7y3MGlDmg==",
+      "dependencies": {
+        "string-width": "^1.0.2 || 2 || 3 || 4"
+      }
+    },
     "node_modules/word-wrap": {
       "version": "1.2.3",
       "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.3.tgz",
diff --git a/examples/learn-example/package.json b/examples/learn-example/package.json
index 326f636f..61fd71db 100644
--- a/examples/learn-example/package.json
+++ b/examples/learn-example/package.json
@@ -7,21 +7,26 @@
     "build": "next build",
     "start": "next start",
     "lint": "next lint",
-    "export": "npm run build && next export -o out"
+    "export": "npm run build && next export -o out",
+    "prebuild": "npm run mddb",
+    "mddb": "mddb ./content"
   },
   "dependencies": {
     "@flowershow/core": "^0.4.10",
+    "@flowershow/markdowndb": "^0.1.1",
     "@flowershow/remark-callouts": "^1.0.0",
     "@flowershow/remark-embed": "^1.0.0",
     "@flowershow/remark-wiki-link": "^1.1.2",
     "@heroicons/react": "^2.0.17",
     "@opentelemetry/api": "^1.4.0",
     "@tanstack/react-table": "^8.8.5",
+    "@types/flexsearch": "^0.7.3",
     "@types/node": "18.16.0",
     "@types/react": "18.2.0",
     "@types/react-dom": "18.2.0",
     "eslint": "8.39.0",
     "eslint-config-next": "13.3.1",
+    "flexsearch": "^0.7.31",
     "gray-matter": "^4.0.3",
     "hastscript": "^7.2.0",
     "mdx-mermaid": "2.0.0-rc7",
diff --git a/examples/learn-example/pages/[[...path]].tsx b/examples/learn-example/pages/[[...path]].tsx
index 3f0974a3..c4f5ca65 100644
--- a/examples/learn-example/pages/[[...path]].tsx
+++ b/examples/learn-example/pages/[[...path]].tsx
@@ -1,7 +1,8 @@
-import { promises as fs } from 'fs';
+import { existsSync, promises as fs } from 'fs';
 import path from 'path';
 import parse from '../lib/markdown';
 import DRD from '../components/DRD';
+import clientPromise from '../lib/mddb';
 
 export const getStaticPaths = async () => {
   const contentDir = path.join(process.cwd(), '/content/');
@@ -23,9 +24,28 @@ export const getStaticProps = async (context) => {
     pathToFile = context.params.path.join('/') + '/index.md';
   }
 
+  let datasets = [];
+  const mddbFileExists = existsSync('markdown.db');
+  if (mddbFileExists) {
+    const mddb = await clientPromise;
+    const datasetsFiles = await mddb.getFiles({
+      extensions: ['md', 'mdx'],
+    });
+    datasets = datasetsFiles
+      .filter((dataset) => dataset.url_path !== '/')
+      .map((dataset) => ({
+        _id: dataset._id,
+        url_path: dataset.url_path,
+        file_path: dataset.file_path,
+        metadata: dataset.metadata,
+      }));
+  }
+
   const indexFile = path.join(process.cwd(), '/content/' + pathToFile);
   const readme = await fs.readFile(indexFile, 'utf8');
-  let { mdxSource, frontMatter } = await parse(readme, '.mdx');
+
+  let { mdxSource, frontMatter } = await parse(readme, '.mdx', { datasets });
+
   return {
     props: {
       mdxSource,
diff --git a/site/content/docs/index.md b/site/content/docs/index.md
index b3d0a046..f177c1ca 100644
--- a/site/content/docs/index.md
+++ b/site/content/docs/index.md
@@ -116,6 +116,52 @@ From the browser, access http://localhost:3000. You should see the following:
 
 <img src="/assets/docs/datasets-index-page.png" />
 
+### Creating a search page
+
+Typing out every link in the index page will get cumbersome eventually, and as the portal grows, finding the datasets you are looking for on the index page will become harder and harder. Luckily we have a component for that. Change your `content/index.md` file to this:
+
+```
+# Welcome to my data portal!
+
+List of available datasets:
+
+<Catalog datasets={datasets} />
+```
+
+Before you refresh the page, however, you will need to run the following command:
+
+```
+npm run mddb
+```
+
+This example makes use of the [markdowndb](https://github.com/datopian/markdowndb) library. For now the only thing you need to know is that you should run the command above everytime you make some change to `/content`.
+
+From the browser, access http://localhost:3000. You should see the following, you now have a searchable automatic list of your datasets:
+
+![](https://i.imgur.com/9HfSPIx.png)
+
+To make this catalog look even better, we can change the text that is being displayed for each dataset to a title. Let's do that by adding the "title" [frontmatter field](https://daily-dev-tips.com/posts/what-exactly-is-frontmatter/) to the first dataset in the list. Change `content/my-awesome-dataset/index.md` to the following:
+
+```
+---
+title: 'My awesome dataset'
+---
+
+# My Awesome Dataset
+
+Built with PortalJS 
+
+## Table 
+
+<Table url="data.csv" />
+```
+
+Rerun `npm run mddb` and, from the browser, access http://localhost:3000. You should see the title appearing instead of the folder name:
+
+![](https://i.imgur.com/nvmSnJ5.png)
+
+Any frontmatter attribute that you add will automatically get indexed and be usable in the search box.
+
 ## Deploying your PortalJS app
 
 Finally, let's learn how to deploy PortalJS apps to Vercel or Cloudflare Pages.