Store nutrition per serving, and check the estimate before sending it

Recipes imported from a video caption have no nutrition data, so the values
have to be estimated. Mealie will accept anything: the fields are free-text
strings, a misspelt key is dropped silently, and a whole-recipe total looks
exactly like a per-serving one. The recipe page then renders whatever landed
as fact.

patch_recipe now validates a nutrition block first. Keys must be Mealie's own,
so a number cannot vanish into "carbs". Values are normalized to bare numbers,
matching how the library already stores them. Energy is checked against the
macros with the Atwater factors (4/9/4 kcal per gram) and refused if it is
more than 25% off, which is what catches an arithmetic slip.

Nutrition is per serving, and the text import left recipeServings at 0 --- it
set only the free-text recipeYield, so "4-6 personer" gave Mealie no number to
divide by or scale with. import_recipe_text now also sets recipeServings, from
the lower bound of a range, which is how this library already stores
"10-12 personer" (recipeServings 10). patch_recipe refuses nutrition while the
count is still missing, and accepts it when the same patch supplies it.

verify_recipe fails an import that has no nutrition, or has values without a
serving count.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

mealie_mcp/server.py

@@ -53,6 +53,17 @@ READ_ONLY_TOOL_NAMES = frozenset(
     }
 )
 
+IMPORT_TOOL_NAMES = READ_ONLY_TOOL_NAMES | frozenset(
+    {
+        "import_recipe_url",
+        "import_recipe_text",
+        "import_recipe_image",
+        "patch_recipe",
+        "parse_ingredients",
+        "set_cover_image",
+    }
+)
+
 
 class MealieAuthError(RuntimeError):
     """The Mealie token is missing, expired, or wrong (HTTP 401)."""
@@ -296,6 +307,45 @@ def import_recipe_url(url: str, check_duplicates: bool = True) -> dict[str, Any]
     return {"imported": True, "recipe": recipe, "report": _import_report(recipe)}
 
 
+_SECTION_HEADING_RE = re.compile(
+    r"(?im)^[ \t]*(Titel|Portioner|Ingredienser|Gör så här)[ \t]*(?:\([^)]*\))?[ \t]*:[ \t]*(.*)$"
+)
+
+_STEP_NUMBER_RE = re.compile(r"^\s*\d+[.)]\s*")
+
+
+def _split_recipe_text(text: str) -> dict[str, str]:
+    """Split the documented Swedish text block into its four sections.
+
+    A heading may carry a parenthetical marking — ``Gör så här (REKONSTRUERAD):``
+    — which belongs to the caller's note about the source, not to the recipe. It
+    is accepted on the heading line and dropped from the body.
+    """
+    matches = list(_SECTION_HEADING_RE.finditer(text))
+    sections: dict[str, str] = {}
+    for index, match in enumerate(matches):
+        end = matches[index + 1].start() if index + 1 < len(matches) else len(text)
+        body = f"{match.group(2)}\n{text[match.end():end]}"
+        sections[match.group(1).lower()] = body.strip()
+    return sections
+
+
+def _text_lines(body: str) -> list[str]:
+    return [line.strip() for line in body.splitlines() if line.strip()]
+
+
+def _servings_number(portions: str) -> int | None:
+    """Read a serving count out of a Swedish yield line.
+
+    ``recipeYield`` is free text, but Mealie scales ingredients and nutrition by
+    the numeric ``recipeServings`` — left at 0, per-serving figures have nothing
+    to divide by. A range takes its lower bound, which is how the rest of this
+    library stores "10-12 personer" (recipeServings 10).
+    """
+    match = re.search(r"\d+", portions)
+    return int(match.group()) if match else None
+
+
 @mcp.tool()
 def import_recipe_text(text: str, source_url: str | None = None) -> dict[str, Any]:
     """Import a normalized recipe text block (OCR, transcript, or hand-built Swedish).
@@ -303,23 +353,63 @@ def import_recipe_text(text: str, source_url: str | None = None) -> dict[str, An
     Use this when the source is not a clean single-recipe page — an editorial
     roundup, a YouTube description, or a social caption. Build the text in Swedish
     with ``Titel`` / ``Portioner`` / ``Ingredienser`` / ``Gör så här`` sections.
+
+    The block is written with ``POST /api/recipes`` plus a ``PATCH``, not through
+    ``/api/recipes/create/html-or-json``. That endpoint is a scraper entry point:
+    it runs recipe_scrapers over whatever ``data`` holds and answers 400 for
+    anything without schema.org markup, so plain text never survived it.
+
+    Ingredients are stored as readable ``note`` lines. Run ``parse_ingredients``
+    afterwards to add structure without changing how they read.
     """
+    sections = _split_recipe_text(text)
     required = ("Titel", "Ingredienser", "Gör så här")
-    missing = [
+    missing = [heading for heading in required if heading.lower() not in sections]
-        heading
-        for heading in required
-        if not re.search(rf"(?im)^\s*{re.escape(heading)}\s*:", text)
-    ]
     if missing:
         raise ValueError(
             "Text import requires explicit Swedish section headings; missing: "
             + ", ".join(missing)
         )
-    payload: dict[str, Any] = {"data": text}
+
+    title = sections["titel"]
+    ingredients = _text_lines(sections["ingredienser"])
+    steps = [_STEP_NUMBER_RE.sub("", line) for line in _text_lines(sections["gör så här"])]
+    if not title:
+        raise ValueError("Text import requires a non-empty Titel")
+    if not ingredients:
+        raise ValueError("Text import requires at least one line under Ingredienser")
+
+    created = _request("POST", "/api/recipes", json={"name": title})
+    slug = created if isinstance(created, str) else (created or {}).get("slug")
+    if not slug:
+        raise RuntimeError(f"Mealie did not return a slug for the created recipe: {created!r}")
+
+    patch: dict[str, Any] = {
+        "recipeIngredient": [
+            {"quantity": 0, "unit": None, "food": None, "note": line} for line in ingredients
+        ],
+        "recipeInstructions": [{"text": step} for step in steps],
+    }
+    if sections.get("portioner"):
+        patch["recipeYield"] = sections["portioner"]
+        servings = _servings_number(sections["portioner"])
+        if servings:
+            patch["recipeServings"] = servings
     if source_url:
-        payload["url"] = source_url
+        patch["orgURL"] = source_url
-    created = _request("POST", "/api/recipes/create/html-or-json", json=payload)
+
-    recipe = get_recipe(created) if isinstance(created, str) else created
+    try:
+        _request("PATCH", f"/api/recipes/{slug}", json=patch)
+    except httpx.HTTPStatusError as exc:
+        # The name-only recipe already exists at this point; say so instead of
+        # leaving an empty stub nobody knows about.
+        raise RuntimeError(
+            f"Recipe {slug!r} was created but the content patch failed "
+            f"({exc.response.status_code}); it is empty in Mealie and needs "
+            "filling in or removing by hand"
+        ) from exc
+
+    recipe = get_recipe(slug)
     return {"imported": True, "recipe": recipe, "report": _import_report(recipe)}
 
 
@@ -340,17 +430,169 @@ def import_recipe_image(image_path: str) -> dict[str, Any]:
 # --- Write ------------------------------------------------------------------
 
 
+#: Recipe fields holding organizer objects, and the endpoint that owns each one.
+_ORGANIZER_FIELDS = {
+    "tags": "/api/organizers/tags",
+    "recipeCategory": "/api/organizers/categories",
+}
+
+
+def _organizers_by_name(path: str) -> dict[str, dict[str, Any]]:
+    data = _request("GET", path, params={"perPage": 200})
+    items = data.get("items", data if isinstance(data, list) else [])
+    return {(item.get("name") or "").casefold(): item for item in items}
+
+
+def _resolve_organizers(field: str, entries: Any) -> Any:
+    """Turn tag/category shorthand into the objects Mealie's schema demands.
+
+    ``RecipeTag`` and ``RecipeCategory`` require both ``name`` and ``slug``, so
+    patching ``[{"name": "Källa: TikTok"}]`` answers 422 (verified against the
+    instance's own OpenAPI schema, v3.22.0). An existing organizer is reused so
+    tagging cannot fork the vocabulary, and a genuinely new name is created
+    through its own endpoint — which is what supplies the slug Mealie itself
+    would have picked.
+    """
+    if not isinstance(entries, list):
+        return entries
+    path = _ORGANIZER_FIELDS[field]
+    existing: dict[str, dict[str, Any]] | None = None
+    resolved: list[Any] = []
+    for entry in entries:
+        if isinstance(entry, dict) and entry.get("slug"):
+            resolved.append(entry)
+            continue
+        name = entry if isinstance(entry, str) else (entry or {}).get("name")
+        if not name:
+            raise ValueError(f"{field} entries need a name; got {entry!r}")
+        if existing is None:
+            existing = _organizers_by_name(path)
+        match = existing.get(name.casefold())
+        if match is None:
+            match = _request("POST", path, json={"name": name})
+            existing[name.casefold()] = match
+        resolved.append(match)
+    return resolved
+
+
+#: Mealie's own nutrition field names. Anything else is silently dropped by the
+#: API, so a misspelt key has to be caught here or the number never lands.
+_NUTRITION_FIELDS = frozenset({
+    "calories",
+    "carbohydrateContent",
+    "cholesterolContent",
+    "fatContent",
+    "fiberContent",
+    "proteinContent",
+    "saturatedFatContent",
+    "sodiumContent",
+    "sugarContent",
+    "transFatContent",
+    "unsaturatedFatContent",
+})
+
+#: Atwater factors: kcal per gram of each macronutrient.
+_ENERGY_PER_GRAM = {"proteinContent": 4.0, "fatContent": 9.0, "carbohydrateContent": 4.0}
+
+_NUMBER_RE = re.compile(r"^\s*(\d+(?:[.,]\d+)?)\s*(?:kcal|cal|kj|mg|g|gram|grams)?\s*$", re.I)
+
+
+def _nutrition_number(field: str, value: Any) -> float:
+    if isinstance(value, (int, float)):
+        return float(value)
+    match = _NUMBER_RE.match(str(value))
+    if not match:
+        raise ValueError(
+            f"nutrition.{field} must be a plain number (Mealie renders the unit "
+            f"itself); got {value!r}"
+        )
+    return float(match.group(1).replace(",", "."))
+
+
+def _validated_nutrition(nutrition: Any, servings: Any) -> dict[str, str]:
+    """Check a nutrition block before it reaches Mealie, and normalize it.
+
+    Mealie stores these as free-text strings and validates nothing: a misspelt
+    key, a unit suffix, or a whole-recipe total in a per-serving field is all
+    accepted and then displayed as fact. Three things are checked instead:
+
+    * the keys are Mealie's own, so a number cannot vanish into `carbs`;
+    * every value is a bare number, matching how the library already stores them;
+    * energy agrees with the macros (4/9/4 kcal per gram) within 25%, which is
+      what catches an arithmetic slip in an estimate.
+
+    ``recipeServings`` must be known, because Mealie's figures are per serving and
+    a recipe written "4-6 personer" carries no number Mealie can use.
+    """
+    if not isinstance(nutrition, dict):
+        raise ValueError(f"nutrition must be an object; got {nutrition!r}")
+
+    unknown = sorted(set(nutrition) - _NUTRITION_FIELDS)
+    if unknown:
+        raise ValueError(
+            f"unknown nutrition fields {unknown}; Mealie's names are "
+            f"{sorted(_NUTRITION_FIELDS)}"
+        )
+
+    try:
+        portions = float(servings or 0)
+    except (TypeError, ValueError):
+        portions = 0.0
+    if portions <= 0:
+        raise ValueError(
+            "nutrition is stored per serving, but the recipe has no recipeServings; "
+            "set it in the same patch (a yield string like '4-6 personer' is not a "
+            "number Mealie can divide by)"
+        )
+
+    values = {
+        field: _nutrition_number(field, value)
+        for field, value in nutrition.items()
+        if value is not None
+    }
+
+    macros = {field: values[field] for field in _ENERGY_PER_GRAM if field in values}
+    if "calories" in values and len(macros) == len(_ENERGY_PER_GRAM):
+        expected = sum(grams * _ENERGY_PER_GRAM[field] for field, grams in macros.items())
+        stated = values["calories"]
+        if expected and abs(stated - expected) / expected > 0.25:
+            raise ValueError(
+                f"calories {stated:.0f} does not match the macros "
+                f"({macros['proteinContent']:.0f} g protein, {macros['fatContent']:.0f} g "
+                f"fat, {macros['carbohydrateContent']:.0f} g carbohydrate imply "
+                f"{expected:.0f} kcal). Recheck the estimate; both must be per serving."
+            )
+
+    return {field: f"{value:.0f}" for field, value in values.items()}
+
+
 @mcp.tool()
 def patch_recipe(slug_or_id: str, patch: dict[str, Any]) -> dict[str, Any]:
     """Apply an explicit Mealie recipe patch, then read the recipe back.
 
     Use this for tags and categories too — the bulk-action endpoints return 500 on
-    this instance. Patch ``recipeCategory`` and ``tags`` directly. The stable
+    this instance. Patch ``recipeCategory`` and ``tags`` directly; a bare name or
-    recipe id is captured before the PATCH because changing ``name`` also changes
+    ``{"name": ...}`` is accepted and resolved to the existing organizer, or
-    Mealie's slug, making the old slug invalid for read-back.
+    created if the library has no such name.
+
+    ``nutrition`` is checked before it is sent: Mealie's own field names, bare
+    numbers, and energy that agrees with the macros. The figures are per serving,
+    so ``recipeServings`` has to be set — patch it here if the import only left a
+    yield string.
+
+    The stable recipe id is captured before the PATCH because changing ``name``
+    also changes Mealie's slug, making the old slug invalid for read-back.
     """
     before = get_recipe(slug_or_id)
     stable_id = before.get("id") or slug_or_id
+    patch = {
+        field: _resolve_organizers(field, value) if field in _ORGANIZER_FIELDS else value
+        for field, value in patch.items()
+    }
+    if "nutrition" in patch:
+        patch["nutrition"] = _validated_nutrition(
+            patch["nutrition"], patch.get("recipeServings", before.get("recipeServings"))
+        )
     _request("PATCH", f"/api/recipes/{slug_or_id}", json=patch)
     return get_recipe(stable_id)
 
@@ -609,10 +851,19 @@ def set_cover_image(
 
     Local uploads must send the multipart ``extension`` field or the upload fails
     validation silently on this instance.
+
+    The recipe is resolved to its stored slug first: ``/api/recipes/{slug}`` takes
+    a slug *or* an id, but the sub-routes under it are slug-only. Verified on
+    v3.22.0 — an id answers 404 on ``POST .../image``, 500 on ``PUT .../image``
+    and 500 on ``GET .../comments``, none of which say what is actually wrong.
     """
     if not source_url and not image_path:
         raise ValueError("Provide either source_url or image_path")
 
+    slug = (get_recipe(slug_or_id) or {}).get("slug")
+    if not slug:
+        raise RuntimeError(f"No recipe found for {slug_or_id!r}")
+
     if image_path:
         path = Path(image_path)
         if not path.is_file():
@@ -620,7 +871,7 @@ def set_cover_image(
         extension = path.suffix.lstrip(".").lower() or "jpg"
         with _client() as client, path.open("rb") as handle:
             response = client.put(
-                f"/api/recipes/{slug_or_id}/image",
+                f"/api/recipes/{slug}/image",
                 files={"image": (path.name, handle)},
                 data={"extension": extension},
             )
@@ -630,7 +881,7 @@ def set_cover_image(
         used_url = source_url
         method = "scrape"
         try:
-            _request("POST", f"/api/recipes/{slug_or_id}/image", json={"url": used_url})
+            _request("POST", f"/api/recipes/{slug}/image", json={"url": used_url})
         except httpx.HTTPStatusError as exc:
             if exc.response.status_code != 400 or "not an image" not in exc.response.text:
                 raise
@@ -640,10 +891,10 @@ def set_cover_image(
                     f"{source_url} is not an image and no og:image was found on the page; "
                     "pass a direct image URL or use image_path"
                 ) from exc
-            _request("POST", f"/api/recipes/{slug_or_id}/image", json={"url": used_url})
+            _request("POST", f"/api/recipes/{slug}/image", json={"url": used_url})
             method = "scrape (resolved og:image)"
 
-    recipe = get_recipe(slug_or_id)
+    recipe = get_recipe(slug)
     result = {"method": method, "image": recipe.get("image"), "slug": recipe.get("slug")}
     if not image_path and used_url != source_url:
         result["resolved_image_url"] = used_url
@@ -776,3 +1027,13 @@ def main_read_only() -> None:
     """Run the same server without import, patch, delete, parse, image, or HA writes."""
     _configure_read_only(mcp)
     mcp.run()
+
+
+def main_import() -> None:
+    """Run the server with the import pipeline but without delete or HA writes.
+
+    Adding a recipe is recoverable through the Mealie UI; removing one is not,
+    so `delete_recipe` stays out even though this profile writes.
+    """
+    _configure_read_only(mcp, IMPORT_TOOL_NAMES)
+    mcp.run()

mealie_mcp/verify.py

@@ -179,6 +179,21 @@ def verify_recipe(
     else:
         checks.append(_check("taxonomy", "fail", "No categories or tags, and no skip reason given"))
 
+    nutrition = {k: v for k, v in (recipe.get("nutrition") or {}).items() if v}
+    servings = recipe.get("recipeServings") or 0
+    if not servings:
+        # Mealie's figures are per serving, so nutrition without a serving count
+        # is a number without a denominator.
+        nutrition_status: Status = "fail"
+        nutrition_detail = "No recipeServings, so per-serving nutrition cannot be read"
+    elif not nutrition:
+        nutrition_status = "fail"
+        nutrition_detail = "No nutrition values"
+    else:
+        nutrition_status = "pass"
+        nutrition_detail = f"{len(nutrition)} value(s) per serving, {servings:g} serving(s)"
+    checks.append(_check("nutrition", nutrition_status, nutrition_detail))
+
     source = recipe.get("orgURL") or (recipe.get("extras") or {}).get("source")
     checks.append(
         _check(

pyproject.toml

@@ -11,6 +11,7 @@ dev = ["pytest>=8.0"]
 [project.scripts]
 mealie-mcp = "mealie_mcp.server:main"
 mealie-mcp-read-only = "mealie_mcp.server:main_read_only"
+mealie-mcp-import = "mealie_mcp.server:main_import"
 
 [build-system]
 requires = ["hatchling"]

tests/test_server.py

@@ -1,6 +1,8 @@
 """Server-layer behaviour, driven through a mocked HTTP transport."""
 from __future__ import annotations
 
+import json
+
 import httpx
 import pytest
 
@@ -125,6 +127,118 @@ class TestTextImport:
 
         assert server.import_recipe_text(text)["recipe"] == recipe
 
+    def test_text_is_never_posted_to_the_scraper_endpoint(self, mock_mealie, monkeypatch):
+        """The scraper answers 400 for anything without schema.org markup.
+
+        Plain Swedish text has none, so every text import through
+        ``/api/recipes/create/html-or-json`` failed. Pin the endpoints instead of
+        the payload, because that is what the mocked-out tests could not see.
+        """
+        def handler(request: httpx.Request) -> httpx.Response:
+            if request.url.path == "/api/recipes/create/html-or-json":
+                return httpx.Response(400, json={"detail": "no recipe data found"})
+            if request.method == "POST":
+                return httpx.Response(201, json="testsoppa")
+            return httpx.Response(200, json={"slug": "testsoppa"})
+
+        recorded = mock_mealie(handler)
+        monkeypatch.setattr(server, "get_recipe", lambda _slug: {"slug": "testsoppa"})
+
+        server.import_recipe_text(
+            "Titel: Testsoppa\n\nPortioner: 2\n\nIngredienser:\n1 dl vatten\n\n"
+            "Gör så här:\nBlanda."
+        )
+
+        paths = [(r.method, r.url.path) for r in recorded]
+        assert ("POST", "/api/recipes") in paths
+        assert ("PATCH", "/api/recipes/testsoppa") in paths
+        assert all(path != "/api/recipes/create/html-or-json" for _method, path in paths)
+
+    def test_sections_become_readable_lines_steps_and_yield(self, mock_mealie, monkeypatch):
+        def handler(request: httpx.Request) -> httpx.Response:
+            if request.method == "POST":
+                return httpx.Response(201, json="testsoppa")
+            return httpx.Response(200, json={"slug": "testsoppa"})
+
+        recorded = mock_mealie(handler)
+        monkeypatch.setattr(server, "get_recipe", lambda _slug: {"slug": "testsoppa"})
+
+        server.import_recipe_text(
+            "Titel: Testsoppa\n\nPortioner: 4-6\n\nIngredienser:\n1 gul lök\n2 dl riven ost\n\n"
+            "Gör så här:\n1. Hacka löken.\n2. Rör ner osten.",
+            source_url="https://example.test/klipp",
+        )
+
+        create = json.loads(recorded[0].content)
+        patch = json.loads(recorded[1].content)
+        assert create == {"name": "Testsoppa"}
+        assert [item["note"] for item in patch["recipeIngredient"]] == ["1 gul lök", "2 dl riven ost"]
+        assert [step["text"] for step in patch["recipeInstructions"]] == [
+            "Hacka löken.",
+            "Rör ner osten.",
+        ]
+        assert patch["recipeYield"] == "4-6"
+        assert patch["orgURL"] == "https://example.test/klipp"
+        # A range takes its lower bound; without a number Mealie cannot scale
+        # ingredients or show nutrition per serving.
+        assert patch["recipeServings"] == 4
+
+    def test_a_yield_without_a_number_leaves_servings_alone(self, mock_mealie, monkeypatch):
+        def handler(request: httpx.Request) -> httpx.Response:
+            if request.method == "POST":
+                return httpx.Response(201, json="testsoppa")
+            return httpx.Response(200, json={"slug": "testsoppa"})
+
+        recorded = mock_mealie(handler)
+        monkeypatch.setattr(server, "get_recipe", lambda _slug: {"slug": "testsoppa"})
+
+        server.import_recipe_text(
+            "Titel: Testsoppa\n\nPortioner: en stor kastrull\n\nIngredienser:\n1 dl vatten\n\n"
+            "Gör så här:\nBlanda."
+        )
+
+        patch = json.loads(recorded[1].content)
+        assert patch["recipeYield"] == "en stor kastrull"
+        assert "recipeServings" not in patch
+
+    def test_a_marked_reconstruction_heading_is_still_a_heading(self, mock_mealie, monkeypatch):
+        """``Gör så här (REKONSTRUERAD):`` marks the source, not the section name.
+
+        The old exact-match check rejected it, which is how a correctly marked
+        import got turned away before it reached Mealie.
+        """
+        def handler(request: httpx.Request) -> httpx.Response:
+            if request.method == "POST":
+                return httpx.Response(201, json="testsoppa")
+            return httpx.Response(200, json={"slug": "testsoppa"})
+
+        recorded = mock_mealie(handler)
+        monkeypatch.setattr(server, "get_recipe", lambda _slug: {"slug": "testsoppa"})
+
+        server.import_recipe_text(
+            "Titel: Testsoppa\n\nIngredienser:\n1 dl vatten\n\n"
+            "Gör så här (REKONSTRUERAD - står INTE i källan):\nBlanda."
+        )
+
+        patch = json.loads(recorded[1].content)
+        assert [step["text"] for step in patch["recipeInstructions"]] == ["Blanda."]
+
+    def test_a_failed_content_patch_names_the_empty_recipe_it_left(
+        self, mock_mealie, monkeypatch
+    ):
+        def handler(request: httpx.Request) -> httpx.Response:
+            if request.method == "POST":
+                return httpx.Response(201, json="testsoppa")
+            return httpx.Response(500, json={"detail": "boom"})
+
+        mock_mealie(handler)
+        monkeypatch.setattr(server, "get_recipe", lambda _slug: pytest.fail("patch failed"))
+
+        with pytest.raises(RuntimeError, match="testsoppa"):
+            server.import_recipe_text(
+                "Titel: Testsoppa\n\nIngredienser:\n1 dl vatten\n\nGör så här:\nBlanda."
+            )
+
 
 class TestDeleteRecipe:
     def test_requires_the_exact_stored_slug(self, monkeypatch):
@@ -244,7 +358,166 @@ class TestParseIngredients:
         assert result["canonical_lines"] == ["2 dl grädde"]
 
 
+class TestOrganizerPatch:
+    """Tags and categories must reach Mealie as full RecipeTag/RecipeCategory objects.
+
+    Verified against the instance's OpenAPI schema (v3.22.0): both require ``name``
+    *and* ``slug``, so a bare ``{"name": ...}`` is answered with 422.
+    """
+
+    def _mealie(self, mock_mealie, existing, recipe=None):
+        recipe = recipe or {"id": "stable-id", "slug": "soppa"}
+        bodies: list[dict] = []
+
+        def handler(request: httpx.Request) -> httpx.Response:
+            path = request.url.path
+            if path.startswith("/api/organizers/"):
+                if request.method == "GET":
+                    return httpx.Response(200, json={"items": existing})
+                created = json.loads(request.content)
+                made = {"id": "new-id", "name": created["name"], "slug": "kalla-tiktok"}
+                bodies.append({"created": made})
+                return httpx.Response(201, json=made)
+            if request.method == "PATCH":
+                bodies.append({"patch": json.loads(request.content)})
+            return httpx.Response(200, json=recipe)
+
+        return bodies, mock_mealie(handler)
+
+    def test_a_bare_name_is_created_and_patched_with_its_slug(self, mock_mealie):
+        bodies, _ = self._mealie(mock_mealie, existing=[])
+
+        server.patch_recipe("soppa", {"tags": [{"name": "Källa: TikTok"}]})
+
+        created = [b["created"] for b in bodies if "created" in b]
+        patch = next(b["patch"] for b in bodies if "patch" in b)
+        assert created == [{"id": "new-id", "name": "Källa: TikTok", "slug": "kalla-tiktok"}]
+        assert patch["tags"] == created
+
+    def test_an_existing_organizer_is_reused_instead_of_forking_the_vocabulary(self, mock_mealie):
+        existing = [{"id": "tag-1", "name": "Källa: TikTok", "slug": "kalla-tiktok"}]
+        bodies, recorded = self._mealie(mock_mealie, existing=existing)
+
+        server.patch_recipe("soppa", {"tags": ["källa: tiktok"]})
+
+        patch = next(b["patch"] for b in bodies if "patch" in b)
+        assert patch["tags"] == existing
+        assert not any(r.method == "POST" for r in recorded)
+
+    def test_a_complete_object_is_passed_through_untouched(self, mock_mealie):
+        tag = {"id": "tag-1", "name": "📅 Vardag", "slug": "vardag"}
+        bodies, recorded = self._mealie(mock_mealie, existing=[])
+
+        server.patch_recipe("soppa", {"tags": [tag], "description": "Av: Matprinsessan"})
+
+        patch = next(b["patch"] for b in bodies if "patch" in b)
+        assert patch == {"tags": [tag], "description": "Av: Matprinsessan"}
+        assert not any(r.url.path.startswith("/api/organizers/") for r in recorded)
+
+    def test_categories_go_through_their_own_endpoint(self, mock_mealie):
+        _, recorded = self._mealie(mock_mealie, existing=[])
+
+        server.patch_recipe("soppa", {"recipeCategory": ["Såser"]})
+
+        lookups = [r.url.path for r in recorded if r.url.path.startswith("/api/organizers/")]
+        assert lookups == ["/api/organizers/categories", "/api/organizers/categories"]
+
+
+class TestNutritionPatch:
+    """Mealie validates nothing here: it stores strings and renders them as fact."""
+
+    def _mealie(self, mock_mealie, recipe):
+        sent: list[dict] = []
+
+        def handler(request: httpx.Request) -> httpx.Response:
+            if request.method == "PATCH":
+                sent.append(json.loads(request.content))
+            return httpx.Response(200, json=recipe)
+
+        mock_mealie(handler)
+        return sent
+
+    def test_a_consistent_estimate_is_normalized_to_bare_numbers(self, mock_mealie):
+        sent = self._mealie(mock_mealie, {"id": "stable-id", "slug": "sas", "recipeServings": 4})
+
+        server.patch_recipe(
+            "sas",
+            {"nutrition": {
+                "calories": "459 kcal",
+                "proteinContent": 13,
+                "fatContent": "38 g",
+                "carbohydrateContent": 15.4,
+            }},
+        )
+
+        assert sent[0]["nutrition"] == {
+            "calories": "459",
+            "proteinContent": "13",
+            "fatContent": "38",
+            "carbohydrateContent": "15",
+        }
+
+    def test_energy_that_contradicts_the_macros_is_refused(self, mock_mealie):
+        sent = self._mealie(mock_mealie, {"id": "stable-id", "slug": "sas", "recipeServings": 4})
+
+        # 13 g protein + 38 g fat + 15 g carbohydrate is ~455 kcal, not 150.
+        with pytest.raises(ValueError, match="does not match the macros"):
+            server.patch_recipe(
+                "sas",
+                {"nutrition": {
+                    "calories": 150,
+                    "proteinContent": 13,
+                    "fatContent": 38,
+                    "carbohydrateContent": 15,
+                }},
+            )
+        assert sent == []
+
+    def test_nutrition_without_a_serving_count_is_refused(self, mock_mealie):
+        # The TikTok import left recipeServings 0 and only a "4-6 personer" string,
+        # so per-serving figures would have had nothing to divide by.
+        sent = self._mealie(mock_mealie, {"id": "stable-id", "slug": "sas", "recipeServings": 0})
+
+        with pytest.raises(ValueError, match="recipeServings"):
+            server.patch_recipe("sas", {"nutrition": {"calories": 459}})
+        assert sent == []
+
+    def test_servings_patched_in_the_same_call_satisfy_the_requirement(self, mock_mealie):
+        sent = self._mealie(mock_mealie, {"id": "stable-id", "slug": "sas", "recipeServings": 0})
+
+        server.patch_recipe("sas", {"recipeServings": 4, "nutrition": {"calories": 459}})
+
+        assert sent[0]["recipeServings"] == 4
+        assert sent[0]["nutrition"] == {"calories": "459"}
+
+    def test_a_misspelt_field_names_the_right_one_instead_of_vanishing(self, mock_mealie):
+        sent = self._mealie(mock_mealie, {"id": "stable-id", "slug": "sas", "recipeServings": 4})
+
+        with pytest.raises(ValueError, match="carbohydrateContent"):
+            server.patch_recipe("sas", {"nutrition": {"carbs": 15}})
+        assert sent == []
+
+
 class TestCoverImage:
+    def test_an_id_is_resolved_to_the_slug_before_hitting_the_image_route(self, mock_mealie):
+        # Verified on v3.22.0: /api/recipes/{slug} takes an id, but the sub-routes
+        # under it are slug-only — an id answered 404 on POST .../image and 500 on
+        # PUT .../image, which is what silently killed the TikTok cover.
+        recipe_id = "1488dd5c-abbe-4660-b61b-eeca3f6cfb91"
+
+        def handler(request: httpx.Request) -> httpx.Response:
+            if request.url.path.endswith("/image"):
+                assert request.url.path == "/api/recipes/skolans-ost-broccolisas/image"
+                return httpx.Response(200, json=None)
+            return httpx.Response(200, json={"slug": "skolans-ost-broccolisas", "image": "img"})
+
+        recorded = mock_mealie(handler)
+
+        result = server.set_cover_image(recipe_id, source_url="https://cdn.test/cover.jpg")
+
+        assert result["slug"] == "skolans-ost-broccolisas"
+        assert not any(recipe_id in str(r.url) and r.url.path.endswith("/image") for r in recorded)
+
     def test_local_upload_sends_the_required_extension_field(self, mock_mealie, tmp_path):
         # Verified: without the multipart `extension` field the upload fails validation.
         image = tmp_path / "cover.webp"

tests/test_server_contracts.py

@@ -60,6 +60,19 @@ def test_read_only_tool_allowlist_is_explicit():
     }
 
 
+def test_import_profile_adds_the_pipeline_but_never_delete():
+    assert server.IMPORT_TOOL_NAMES == server.READ_ONLY_TOOL_NAMES | {
+        "import_recipe_url",
+        "import_recipe_text",
+        "import_recipe_image",
+        "patch_recipe",
+        "parse_ingredients",
+        "set_cover_image",
+    }
+    assert "delete_recipe" not in server.IMPORT_TOOL_NAMES
+    assert "shopping_list_add" not in server.IMPORT_TOOL_NAMES
+
+
 class TestUrlImportResponse:
     def test_slug_only_import_response_is_resolved_before_reporting(self, monkeypatch):
         recipe = {"slug": "lax-med-citron", "name": "Lax med citron", "recipeIngredient": []}
@@ -106,7 +119,9 @@ class TestPatchContract:
             "id": "stable-id",
             "slug": "ny-soppa",
             "name": "Ny soppa",
-            "tags": [{"name": "📅 Vardag"}],
+            # A complete organizer object, the shape Mealie's schema requires:
+            # name alone is 422, and resolving it is covered in TestOrganizerPatch.
+            "tags": [{"id": "tag-1", "name": "📅 Vardag", "slug": "vardag"}],
         }
 
         def request(method, path, **kwargs):

tests/test_verify.py

@@ -31,6 +31,9 @@ def complete_recipe(**overrides):
         "recipeCategory": [{"name": "Huvudrätter"}],
         "tags": [{"name": "Källa: Köket"}],
         "orgURL": "https://www.koket.se/kycklinggryta",
+        "recipeServings": 4,
+        "nutrition": {"calories": "520", "proteinContent": "31", "fatContent": "34",
+                      "carbohydrateContent": "18"},
     }
     recipe.update(overrides)
     return recipe
@@ -130,6 +133,22 @@ class TestTaxonomy:
         assert report["complete"] is True
 
 
+class TestNutrition:
+    def test_missing_nutrition_fails(self):
+        report = verify_recipe(complete_recipe(nutrition={}), image_verified=True)
+        assert status_of(report, "nutrition") == "fail"
+        assert report["complete"] is False
+
+    def test_values_without_a_serving_count_fail(self):
+        # Mealie shows nutrition per serving, so figures with recipeServings 0
+        # are a numerator without a denominator — the state the TikTok import left.
+        report = verify_recipe(complete_recipe(recipeServings=0), image_verified=True)
+        assert status_of(report, "nutrition") == "fail"
+        assert "recipeServings" in next(
+            c["detail"] for c in report["checks"] if c["check"] == "nutrition"
+        )
+
+
 class TestAttribution:
     def test_missing_source_warns_but_does_not_block(self):
         report = verify_recipe(