diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index bede81b..b07f5d2 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -98,3 +98,78 @@ jobs:
             exit 0
           fi
           exit $status
+
+  github-release:
+    # Auto-create (or update) a GitHub Release matching the tag, with notes
+    # pulled from CHANGELOG.md. Closes #126. The Releases page is the
+    # canonical surface most users discover the project through; without
+    # this job it drifts behind tags / PyPI / MCP-registry state. Pattern
+    # ported from cmeans/mcp-synology publish.yml.
+    needs: publish-pypi
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          fetch-depth: 0
+
+      - name: Extract release notes from CHANGELOG
+        id: notes
+        env:
+          TAG: ${{ github.ref_name }}
+        run: |
+          # CHANGELOG.md is the authoritative release narrative. Extract the
+          # section for the current tag and use it as the Release body so we
+          # don't duplicate content or rely on low-quality auto-generated
+          # commit lists. Falls back to --generate-notes if the CHANGELOG
+          # has no matching entry (e.g. an emergency tag without doc prep).
+          VERSION="${TAG#v}"
+          # mcp-clipboard CHANGELOG uses Keep-a-Changelog format:
+          # `## [2.5.1] - 2026-05-05`. The literal `[VERSION]` headings
+          # distinguish actual releases from `## [Unreleased]` (also a
+          # bracketed heading but the version-string never matches).
+          awk -v version="$VERSION" '
+            $0 ~ "^## \\["version"\\]" {flag=1; next}
+            flag && /^## / {exit}
+            flag
+          ' CHANGELOG.md > release_notes.md
+
+          # Strip leading blank lines so the body does not start with an
+          # empty paragraph.
+          sed -i '/./,$!d' release_notes.md
+
+          if [ -s release_notes.md ]; then
+            echo "Found CHANGELOG entry for $VERSION ($(wc -l < release_notes.md) lines)"
+            echo "use_changelog=true" >> "$GITHUB_OUTPUT"
+          else
+            echo "::warning::No CHANGELOG entry for $VERSION — falling back to auto-generated notes"
+            echo "use_changelog=false" >> "$GITHUB_OUTPUT"
+          fi
+
+      - name: Create or update GitHub Release
+        env:
+          GH_TOKEN: ${{ github.token }}
+          TAG: ${{ github.ref_name }}
+          USE_CHANGELOG: ${{ steps.notes.outputs.use_changelog }}
+        run: |
+          # Idempotent: if a release for the tag already exists (e.g. it was
+          # hand-crafted before the publish workflow ran, or the workflow is
+          # being re-run after a partial failure), update its notes in place
+          # with `gh release edit` rather than failing with a 422.
+          if gh release view "$TAG" >/dev/null 2>&1; then
+            echo "Release $TAG already exists — updating notes in place"
+            if [ "$USE_CHANGELOG" = "true" ]; then
+              gh release edit "$TAG" --title "$TAG" --notes-file release_notes.md
+            else
+              # Cannot regenerate auto notes on edit — leave existing body.
+              gh release edit "$TAG" --title "$TAG"
+            fi
+          else
+            echo "Creating new release $TAG"
+            if [ "$USE_CHANGELOG" = "true" ]; then
+              gh release create "$TAG" --title "$TAG" --notes-file release_notes.md
+            else
+              gh release create "$TAG" --title "$TAG" --generate-notes
+            fi
+          fi
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6d0efcc..4b7266e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,24 @@ All notable changes to this project will be documented here.
 
 ## [Unreleased]
 
+### Added
+- New `github-release` job in `publish.yml` auto-creates (or updates) a
+  GitHub Release matching the pushed tag, with notes pulled from the
+  matching `## [VERSION]` section of `CHANGELOG.md`. Idempotent: if a
+  Release for the tag already exists (hand-crafted, or a re-run of a
+  partially-failed publish), the job edits the notes in place via
+  `gh release edit` rather than failing with HTTP 422. Falls through to
+  `--generate-notes` (auto commit-list) when the CHANGELOG has no
+  matching entry. `needs: publish-pypi` so the Release only lands after
+  the wheel is on PyPI; `permissions: contents: write` enables
+  `gh release create`. Closes the GitHub-Releases-page-drift gap that
+  surfaced after v2.4.0/v2.5.0/v2.5.1 all landed on PyPI without
+  matching Releases (manually backfilled on 2026-05-06). Pattern ported
+  from mcp-synology with a CHANGELOG-format adaptation: mcp-clipboard
+  uses Keep-a-Changelog `## [VERSION]` brackets, so the awk anchor is
+  `^## \[VERSION\]` rather than mcp-synology's `^## VERSION( |\()`.
+  (#127) - closes #126.
+
 ## [2.5.1] - 2026-05-05
 
 ### Fixed