diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 645e1af7..58706e3c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -147,6 +147,14 @@ jobs:
           path: ./integtest-results.xml
           reporter: 'java-junit'
 
+  kaibench:
+    name: KaiBench Evaluation
+    needs: build
+    # Run only for same-repo pushes (not fork PRs, which lack secrets)
+    if: github.event_name == 'push' && github.repository == 'keboola/mcp-server'
+    uses: ./.github/workflows/kaibench.yml
+    secrets: inherit
+
   deploy_to_pypi:
     name: Deploy to pypi.org
     needs:
diff --git a/.github/workflows/kaibench.yml b/.github/workflows/kaibench.yml
new file mode 100644
index 00000000..b674d9ae
--- /dev/null
+++ b/.github/workflows/kaibench.yml
@@ -0,0 +1,48 @@
+name: KaiBench Evaluation
+
+# Thin trigger that dispatches the full evaluation workflow in the KaiBench repo.
+# All infrastructure (kai-assistant build, eval framework, secrets) lives there.
+# Results are posted back as a commit status on this repo.
+
+permissions:
+  contents: read
+
+on:
+  workflow_dispatch:
+    inputs:
+      question_types:
+        description: 'Question types (comma-separated, or "all")'
+        default: 'Data Analysis Query,Configuration Reasoning,Storage Object Reasoning,MCP Tool Validation'
+        type: string
+      regression_only:
+        description: 'Only regression-flagged questions'
+        type: boolean
+        default: false
+      kai_assistant_image_tag:
+        description: 'Pre-built kai-assistant image tag (leave empty to build from UI main)'
+        required: false
+        type: string
+        default: ''
+  workflow_call:
+
+jobs:
+  trigger:
+    name: Trigger KaiBench evaluation
+    runs-on: ubuntu-latest
+    steps:
+      - name: Dispatch evaluation to KaiBench repo
+        env:
+          GH_TOKEN: ${{ secrets.KAIBENCH_REPO_TOKEN }}
+        run: |
+          gh workflow run evaluate.yml \
+            --repo keboola-rnd/KaiBench \
+            --field mcp_server_repo="${{ github.repository }}" \
+            --field mcp_server_ref="${{ github.sha }}" \
+            --field callback_repo="${{ github.repository }}" \
+            --field callback_sha="${{ github.sha }}" \
+            --field question_types="${{ inputs.question_types || 'Data Analysis Query,Configuration Reasoning,Storage Object Reasoning,MCP Tool Validation' }}" \
+            --field regression_only="${{ inputs.regression_only || 'false' }}" \
+            --field kai_assistant_image_tag="${{ inputs.kai_assistant_image_tag || '' }}"
+          echo "Dispatched KaiBench evaluation"
+          echo "Results will appear as a commit status on ${{ github.sha }}"
+          echo "Monitor at: https://github.com/keboola-rnd/KaiBench/actions"
diff --git a/pyproject.toml b/pyproject.toml
index e3c7f14b..cc90be67 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,6 +24,7 @@ dependencies = [
     "sqlglot ~= 28.5",
     "toon-format ~= 0.9.0b1",
     "pyyaml ~= 6.0",
+    "requests ~= 2.32",
 ]
 [project.optional-dependencies]
 codestyle = [
diff --git a/uv.lock b/uv.lock
index 20ed7b74..5f221532 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 2
 requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.13'",
@@ -1237,6 +1237,7 @@ dependencies = [
     { name = "pydantic" },
     { name = "pyjwt" },
     { name = "pyyaml" },
+    { name = "requests" },
     { name = "sqlglot" },
     { name = "toon-format" },
 ]
@@ -1303,6 +1304,7 @@ requires-dist = [
     { name = "python-dateutil", marker = "extra == 'tests'", specifier = "~=2.9" },
     { name = "python-dotenv", marker = "extra == 'tests'", specifier = "~=1.2" },
     { name = "pyyaml", specifier = "~=6.0" },
+    { name = "requests", specifier = "~=2.32" },
     { name = "sqlglot", specifier = "~=28.5" },
     { name = "toon-format", specifier = "~=0.9.0b1" },
     { name = "tox", marker = "extra == 'dev'", specifier = "~=4.32" },
@@ -2489,8 +2491,8 @@ name = "taskgroup"
 version = "0.2.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "exceptiongroup" },
-    { name = "typing-extensions" },
+    { name = "exceptiongroup", marker = "python_full_version < '3.13'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/f0/8d/e218e0160cc1b692e6e0e5ba34e8865dbb171efeb5fc9a704544b3020605/taskgroup-0.2.2.tar.gz", hash = "sha256:078483ac3e78f2e3f973e2edbf6941374fbea81b9c5d0a96f51d297717f4752d", size = 11504, upload-time = "2025-01-03T09:24:13.761Z" }
 wheels = [