This workflow follows the Agent → Execute Workflow Trigger recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"name": "Battery AI \u2013 Daily Optimizer",
"nodes": [
{
"parameters": {
"rule": {
"interval": [
{
"field": "cronExpression",
"expression": "0 14 * * *"
}
]
}
},
"id": "d4e31765-e259-405e-ae16-16a7073864c7",
"name": "Trigger: t\u00e4glich 14:00",
"type": "n8n-nodes-base.scheduleTrigger",
"position": [
0,
0
],
"typeVersion": 1.3
},
{
"parameters": {},
"id": "execute-workflow-trigger-id",
"name": "Wenn manuell aufgerufen",
"type": "n8n-nodes-base.executeWorkflowTrigger",
"position": [
0,
-160
],
"typeVersion": 1
},
{
"parameters": {
"url": "http://homeassistant:8123/api/states/input_boolean.ki_batteriesteuerung_aktiv",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"options": {}
},
"id": "c2bf8cfe-8e8f-491a-b04b-668601762f61",
"name": "HA: KI-Schalter pr\u00fcfen",
"type": "n8n-nodes-base.httpRequest",
"position": [
224,
0
],
"typeVersion": 4.4,
"credentials": {
"httpHeaderAuth": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"conditions": {
"string": [
{
"value1": "={{ $json.state }}",
"value2": "on"
}
]
},
"options": {}
},
"id": "9371ce00-bdad-43e2-9b32-bd189445a6df",
"name": "KI aktiv?",
"type": "n8n-nodes-base.if",
"position": [
448,
0
],
"typeVersion": 2.3
},
{
"parameters": {
"url": "http://a0d7b954-influxdb:8086/query",
"authentication": "genericCredentialType",
"genericAuthType": "httpBasicAuth",
"sendQuery": true,
"queryParameters": {
"parameters": [
{
"name": "db",
"value": "evcc"
},
{
"name": "q",
"value": "SELECT integral(\"value\") / 3600000 as energy_kwh FROM \"homePower\" WHERE time > now() - 28d GROUP BY time(1d) fill(none)"
}
]
},
"options": {}
},
"id": "cc558740-3d4a-4b46-93e7-3e570bf5b5e7",
"name": "InfluxDB: Verbrauch abfragen",
"type": "n8n-nodes-base.httpRequest",
"position": [
672,
0
],
"typeVersion": 4.4,
"credentials": {
"httpBasicAuth": {
"name": "<your credential>"
}
},
"notes": "Liest t\u00e4glichen Hausverbrauch der letzten 28 Tage aus InfluxDB. Credential: InfluxDB evcc (HTTP Basic Auth)."
},
{
"parameters": {
"url": "http://a0d7b954-influxdb:8086/query",
"authentication": "genericCredentialType",
"genericAuthType": "httpBasicAuth",
"sendQuery": true,
"queryParameters": {
"parameters": [
{
"name": "db",
"value": "evcc"
},
{
"name": "q",
"value": "SELECT integral(\"value\") / 3600000 FROM \"homePower\" WHERE time > now() - 28d GROUP BY time(1h) fill(0)"
}
]
},
"options": {}
},
"id": "influxdb-lastprofil-daily",
"name": "InfluxDB: Lastprofil abfragen",
"type": "n8n-nodes-base.httpRequest",
"position": [
784,
80
],
"typeVersion": 4.4,
"credentials": {
"httpBasicAuth": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"jsCode": "const data = $('InfluxDB: Verbrauch abfragen').first()?.json ?? {};\nconst profileRaw = $input.first()?.json ?? {};\nconst series = data?.results?.[0]?.series?.[0]?.values ?? [];\n\n// Morgen's Wochentag (0=So, 1=Mo, ..., 6=Sa)\nconst tomorrow = new Date();\ntomorrow.setDate(tomorrow.getDate() + 1);\nconst targetWeekday = tomorrow.getDay();\n\n// Gleicher Wochentag, Werte > 1 kWh (vollst\u00e4ndige Tage)\nconst sameWeekday = series\n .filter(([time, kwh]) => new Date(time).getDay() === targetWeekday && kwh > 1)\n .map(([, kwh]) => kwh);\n\n// Fallback: alle Tage mit Daten\nconst allDays = series\n .filter(([, kwh]) => kwh > 1)\n .map(([, kwh]) => kwh);\n\nconst values = sameWeekday.length >= 2 ? sameWeekday : allDays;\nconst avg = values.length > 0\n ? values.reduce((a, b) => a + b, 0) / values.length\n : 10;\n\nconst source = sameWeekday.length >= 2\n ? 'gleicher Wochentag'\n : allDays.length > 0\n ? 'Gesamtdurchschnitt'\n : 'Fallback';\n\nconst avgRounded = Math.round(avg * 10) / 10;\nconst dataDays = sameWeekday.length || allDays.length;\n\n// Lastprofil berechnen (gleicher Wochentag wie morgen, 28d)\nconst profileSeries = profileRaw?.results?.[0]?.series?.[0]?.values ?? [];\nconst offsetHours = -new Date().getTimezoneOffset() / 60;\nconst byHour = {};\nfor (let h = 0; h < 24; h++) byHour[h] = [];\n\nprofileSeries\n .filter(([time]) => {\n const local = new Date(new Date(time).getTime() + offsetHours * 3600000);\n return local.getDay() === targetWeekday;\n })\n .forEach(([time, kwh]) => {\n const local = new Date(new Date(time).getTime() + offsetHours * 3600000);\n const hour = local.getHours();\n if (kwh !== null && kwh > 0) byHour[hour].push(kwh);\n });\n\nconst profile = [];\nfor (let h = 0; h < 24; h++) {\n const vals = byHour[h];\n profile.push({\n hour: h,\n avg_kwh: vals.length > 0 ? Math.round(vals.reduce((a, b) => a + b, 0) / vals.length * 100) / 100 : 0,\n samples: vals.length\n });\n}\n\nconst profileDays = Math.max(...profile.map(p => p.samples), 0);\nconst hasProfile = profileDays >= 4;\n\nconst profileSection = hasProfile\n ? '\\n\\nSt\u00fcndliches Verbrauchsprofil (gleicher Wochentag, ' + profileDays + ' Messtage, 28d-Durchschnitt):\\n' +\n profile.map(p => p.hour.toString().padStart(2, '0') + ':00: ' + p.avg_kwh + ' kWh').join(' | ') +\n '\\n\\nBerechne pro Stunde den Netto-Bedarf (Verbrauch minus PV-Prognose). Stunden mit Netto-Bedarf > 0 brauchen Batterie-Reserve. Plane die Ladestrategie so dass der SoC zu Lastspitzen ausreicht.'\n : '';\n\nconst prompt = 'Analysiere den aktuellen Zustand der Hausbatterie und optimiere die Ladekosten fuer morgen.\\n\\nVorgehen:\\n1. Rufe getState auf um SoC, Solar-Prognose und aktuelle Situation zu sehen\\n2. Rufe getTariffInfo mit type=grid auf um die Tibber-Preise fuer morgen zu sehen\\n3. Berechne den optimalen Preisschwellwert:\\n - Verfuegbare Kapazitaet = (1 - SoC/100) * 7.6 kWh\\n - Energiebedarf = ' + avgRounded + ' kWh (Verbrauchsdaten: ' + source + ', ' + dataDays + ' Messtage) - Solar-Prognose morgen - verfuegbare Kapazitaet\\n - Wenn Bedarf <= 0: Schwellwert = 0 (kein Netzladen noetig, Solar reicht)\\n - Wenn Bedarf > 0: Guenstigste Preis-Slots fuer morgen waehlen bis Bedarf gedeckt, Schwellwert = hoechster gewaehlter Preis * 1.05\\n4. Setze den Schwellwert mit setBatteryGridChargeLimit (Wert in EUR/kWh, also ct/100)\\n - Beispiel: 8.5 ct/kWh = 0.085 EUR/kWh\\n - Wenn Schwellwert = 0: removeBatteryGridChargeLimit aufrufen\\n5. Antworte mit einer kurzen deutschen Zusammenfassung:\\n { \"threshold_ct\": <Zahl>, \"reasoning\": \"<Begruendung>\" }' + profileSection;\n\nreturn [{ json: {\n avg_consumption_kwh: avgRounded,\n data_days: dataDays,\n source,\n prompt\n}}];"
},
"id": "33f8f8af-40ea-43c2-aaf0-d5b5affae010",
"name": "Verbrauch berechnen",
"type": "n8n-nodes-base.code",
"position": [
896,
0
],
"typeVersion": 2,
"notes": "Berechnet Durchschnittsverbrauch: bevorzugt gleicher Wochentag (\u22652 Werte), sonst Gesamtdurchschnitt, sonst 10 kWh Fallback."
},
{
"parameters": {
"promptType": "define",
"text": "={{ $json.prompt }}",
"options": {
"systemMessage": "Du bist ein Energieoptimierungs-Agent f\u00fcr eine Hausbatterie.\nSpecs: 7,6 kWh Kapazit\u00e4t, max. 7 kW Ladeleistung, Einspeiseverg\u00fctung 6,7 ct/kWh.\nDu hast Zugriff auf evcc via MCP-Tools. Nutze sie um Daten zu lesen und Einstellungen zu setzen.\nWichtig: setBatteryGridChargeLimit erwartet den Wert in EUR/kWh (nicht ct). Beispiel: 10 ct = 0.10 EUR.\nGib am Ende IMMER valides JSON zur\u00fcck: { \"threshold_ct\": <Zahl>, \"reasoning\": \"<Text>\" }\nDas Haus hat eine Wallbox mit 2 E-Fahrzeugen. Pr\u00fcfe in getState die loadpoints[]:\n- Ist ein Fahrzeug angeschlossen (vehiclePresent=true)? Addiere dessen verbleibenden Ladeenergiebedarf zum Energiebedarf des Hauses.\n- Ist ein Ladeplan gesetzt (planTime, planEnergy)? Stelle sicher dass der Schwellwert so gew\u00e4hlt wird, dass bis zur planTime genug g\u00fcnstiger Strom f\u00fcr Batterie UND Fahrzeug verf\u00fcgbar ist.\n- Fahrzeugladen hat Priorit\u00e4t gegen\u00fcber Batterie-Netzentladung."
}
},
"id": "dc15163c-265c-4a33-ae4e-2270dcb691d5",
"name": "Claude Sonnet + evcc MCP",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
1120,
0
],
"typeVersion": 3.1,
"notes": "Claude hat direkten evcc-Zugriff via MCP. Liest State, analysiert Preise, setzt Schwellwert selbst."
},
{
"parameters": {
"endpointUrl": "http://192.168.1.8:7070/mcp",
"options": {}
},
"id": "c3b85d64-ef42-4b9f-abde-ea6316f87da7",
"name": "evcc MCP Tools",
"type": "@n8n/n8n-nodes-langchain.mcpClientTool",
"position": [
1328,
224
],
"typeVersion": 1.2,
"notes": "Stellt evcc MCP-Tools f\u00fcr Claude bereit. Nur lesende + Batterie-Tools aktiviert."
},
{
"parameters": {
"model": {
"__rl": true,
"value": "claude-sonnet-4-6",
"mode": "list",
"cachedResultName": "Claude Sonnet 4.6"
},
"options": {
"temperature": 0
}
},
"id": "21c09059-223e-4e49-9f29-d64c291a99c3",
"name": "Claude Sonnet 4.6",
"type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
"position": [
1120,
288
],
"typeVersion": 1.3,
"credentials": {
"anthropicApi": {
"name": "<your credential>"
}
},
"notes": "Anthropic Credential muss gesetzt sein."
},
{
"parameters": {
"jsCode": "// Alle m\u00f6glichen Pfade f\u00fcr die Claude-Antwort probieren\n const item = $input.first() ?? $input.item;\n const data = item?.json ?? {};\n\n const response = data.output\n ?? data.text\n ?? data.message\n ?? data.content\n ?? JSON.stringify(data);\n\n let threshold = null;\n let reasoning = 'Keine Begr\u00fcndung';\n\n // Versuche JSON-Block zu extrahieren (letzten Block bevorzugen, keine verschachtelten Klammern)\n const allMatches = [...String(response).matchAll(/\\{[^{}]*\"threshold_ct\"[^{}]*\\}/g)];\n const jsonMatch = allMatches.length > 0 ? allMatches[allMatches.length - 1][0] : null;\n if (jsonMatch) {\n try {\n const parsed = JSON.parse(jsonMatch);\n threshold = parseFloat(parsed.threshold_ct);\n reasoning = parsed.reasoning ?? reasoning;\n } catch(e) {}\n }\n\n // Fallback: Zahl nach threshold_ct suchen\n if (threshold === null) {\n const numMatch = String(response).match(/threshold_ct[\"' ]*[:=][\"' ]*(\\d+\\.?\\d*)/);\n if (numMatch) threshold = parseFloat(numMatch[1]);\n }\n\n // Wenn nichts gefunden: Debug-Info ausgeben statt crash\n if (threshold === null || isNaN(threshold)) {\n return [{ json: {\n error: true,\n debug_response: String(response).slice(0, 1000),\n debug_keys: Object.keys(data).join(', ')\n }}];\n }\n\n threshold = Math.min(50, Math.max(0, threshold));\n\n return [{ json: {\n threshold_ct: threshold,\n reasoning,\n timestamp: new Date().toISOString()\n }}];"
},
"id": "59deca75-b384-4ad5-8430-5eeb133a1951",
"name": "Ergebnis extrahieren",
"type": "n8n-nodes-base.code",
"position": [
1424,
0
],
"typeVersion": 2
},
{
"parameters": {
"method": "POST",
"url": "http://homeassistant:8123/api/states/sensor.battery_charge_threshold",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={{ { \"state\": String($json.threshold_ct), \"attributes\": { \"unit_of_measurement\": \"ct/kWh\", \"friendly_name\": \"Batterie Preisschwellwert (KI)\",\n \"reasoning\": $json.reasoning, \"last_updated\": $json.timestamp } } }}",
"options": {}
},
"id": "962a7a52-5d81-48ec-b8a2-916128d28950",
"name": "HA: Status aktualisieren",
"type": "n8n-nodes-base.httpRequest",
"position": [
1536,
208
],
"typeVersion": 4.4,
"credentials": {
"httpHeaderAuth": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"jsCode": "const usage = $('Claude Sonnet + evcc MCP').first()?.json?.tokenUsage ?? {};\nconst inputTokens = usage.inputTokens ?? usage.prompt_tokens ?? 4500;\nconst outputTokens = usage.outputTokens ?? usage.completion_tokens ?? 500;\nconst cost_usd = (inputTokens / 1000000 * 3) + (outputTokens / 1000000 * 15);\nconst costRounded = Math.round(cost_usd * 100000) / 100000;\nreturn [{ json: {\n workflow: 'daily',\n input_tokens: inputTokens,\n output_tokens: outputTokens,\n cost_usd: costRounded,\n timestamp: new Date().toISOString(),\n line_protocol: 'ai_costs,workflow=daily input_tokens=' + inputTokens + 'i,output_tokens=' + outputTokens + 'i,cost_usd=' + costRounded\n}}];"
},
"id": "token-kosten-daily",
"name": "Token: Kosten berechnen",
"type": "n8n-nodes-base.code",
"position": [
1760,
208
],
"typeVersion": 2
},
{
"parameters": {
"method": "POST",
"url": "http://a0d7b954-influxdb:8086/write?db=evcc",
"authentication": "genericCredentialType",
"genericAuthType": "httpBasicAuth",
"sendBody": true,
"contentType": "raw",
"rawContentType": "text/plain",
"body": "={{ $json.line_protocol }}",
"options": {
"response": {
"response": {
"responseFormat": "text"
}
}
}
},
"id": "influxdb-token-write-daily",
"name": "InfluxDB: Token-Kosten schreiben",
"type": "n8n-nodes-base.httpRequest",
"onError": "continueRegularOutput",
"position": [
1984,
80
],
"typeVersion": 4.4,
"credentials": {
"httpBasicAuth": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"jsCode": "const now = new Date();\nconst todayUTC = new Date(Date.UTC(now.getUTCFullYear(), now.getUTCMonth(), now.getUTCDate())).toISOString();\nconst monthUTC = new Date(Date.UTC(now.getUTCFullYear(), now.getUTCMonth(), 1)).toISOString();\nreturn [{ json: {\n today_utc: todayUTC,\n month_utc: monthUTC,\n query_today: 'SELECT sum(\"cost_usd\") FROM \"ai_costs\" WHERE time >= \\'' + todayUTC + '\\'',\n query_month: 'SELECT sum(\"cost_usd\") FROM \"ai_costs\" WHERE time >= \\'' + monthUTC + '\\''\n}}];"
},
"id": "aggregat-timestamps",
"name": "Aggregat-Timestamps",
"type": "n8n-nodes-base.code",
"position": [
1984,
208
],
"typeVersion": 2
},
{
"parameters": {
"url": "http://a0d7b954-influxdb:8086/query",
"authentication": "genericCredentialType",
"genericAuthType": "httpBasicAuth",
"sendQuery": true,
"queryParameters": {
"parameters": [
{
"name": "db",
"value": "evcc"
},
{
"name": "q",
"value": "={{ $json.query_today }}"
}
]
},
"options": {}
},
"id": "influxdb-kosten-heute",
"name": "InfluxDB: Kosten heute",
"type": "n8n-nodes-base.httpRequest",
"position": [
2208,
208
],
"typeVersion": 4.4,
"credentials": {
"httpBasicAuth": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"url": "http://a0d7b954-influxdb:8086/query",
"authentication": "genericCredentialType",
"genericAuthType": "httpBasicAuth",
"sendQuery": true,
"queryParameters": {
"parameters": [
{
"name": "db",
"value": "evcc"
},
{
"name": "q",
"value": "={{ $('Aggregat-Timestamps').first().json.query_month }}"
}
]
},
"options": {}
},
"id": "influxdb-kosten-monat",
"name": "InfluxDB: Kosten Monat",
"type": "n8n-nodes-base.httpRequest",
"position": [
2432,
208
],
"typeVersion": 4.4,
"credentials": {
"httpBasicAuth": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"method": "POST",
"url": "http://homeassistant:8123/api/states/sensor.battery_ai_cost_today",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={{ { \"state\": String(Math.round(($('InfluxDB: Kosten heute').first()?.json?.results?.[0]?.series?.[0]?.values?.[0]?.[1] ?? 0) * 10000) / 10000), \"attributes\": { \"unit_of_measurement\": \"USD\", \"friendly_name\": \"KI API-Kosten heute\" } } }}",
"options": {}
},
"id": "ha-kosten-heute",
"name": "HA: Kosten heute aktualisieren",
"type": "n8n-nodes-base.httpRequest",
"position": [
2656,
208
],
"typeVersion": 4.4,
"credentials": {
"httpHeaderAuth": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"method": "POST",
"url": "http://homeassistant:8123/api/states/sensor.battery_ai_cost_month",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"sendBody": true,
"specifyBody": "json",
"jsonBody": "={{ { \"state\": String(Math.round(($('InfluxDB: Kosten Monat').first()?.json?.results?.[0]?.series?.[0]?.values?.[0]?.[1] ?? 0) * 10000) / 10000), \"attributes\": { \"unit_of_measurement\": \"USD\", \"friendly_name\": \"KI API-Kosten Monat\" } } }}",
"options": {}
},
"id": "ha-kosten-monat",
"name": "HA: Kosten Monat aktualisieren",
"type": "n8n-nodes-base.httpRequest",
"position": [
2880,
208
],
"typeVersion": 4.4,
"credentials": {
"httpHeaderAuth": {
"name": "<your credential>"
}
}
}
],
"connections": {
"Wenn manuell aufgerufen": {
"main": [
[
{
"node": "HA: KI-Schalter pr\u00fcfen",
"type": "main",
"index": 0
}
]
]
},
"Trigger: t\u00e4glich 14:00": {
"main": [
[
{
"node": "HA: KI-Schalter pr\u00fcfen",
"type": "main",
"index": 0
}
]
]
},
"HA: KI-Schalter pr\u00fcfen": {
"main": [
[
{
"node": "KI aktiv?",
"type": "main",
"index": 0
}
]
]
},
"KI aktiv?": {
"main": [
[
{
"node": "InfluxDB: Verbrauch abfragen",
"type": "main",
"index": 0
}
]
]
},
"InfluxDB: Verbrauch abfragen": {
"main": [
[
{
"node": "InfluxDB: Lastprofil abfragen",
"type": "main",
"index": 0
}
]
]
},
"Verbrauch berechnen": {
"main": [
[
{
"node": "Claude Sonnet + evcc MCP",
"type": "main",
"index": 0
}
]
]
},
"evcc MCP Tools": {
"ai_tool": [
[
{
"node": "Claude Sonnet + evcc MCP",
"type": "ai_tool",
"index": 0
}
]
]
},
"Claude Sonnet 4.6": {
"ai_languageModel": [
[
{
"node": "Claude Sonnet + evcc MCP",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Claude Sonnet + evcc MCP": {
"main": [
[
{
"node": "Ergebnis extrahieren",
"type": "main",
"index": 0
}
]
]
},
"Ergebnis extrahieren": {
"main": [
[
{
"node": "HA: Status aktualisieren",
"type": "main",
"index": 0
}
]
]
},
"HA: Status aktualisieren": {
"main": [
[
{
"node": "Token: Kosten berechnen",
"type": "main",
"index": 0
}
]
]
},
"Token: Kosten berechnen": {
"main": [
[
{
"node": "InfluxDB: Token-Kosten schreiben",
"type": "main",
"index": 0
},
{
"node": "Aggregat-Timestamps",
"type": "main",
"index": 0
}
]
]
},
"Aggregat-Timestamps": {
"main": [
[
{
"node": "InfluxDB: Kosten heute",
"type": "main",
"index": 0
}
]
]
},
"InfluxDB: Kosten heute": {
"main": [
[
{
"node": "InfluxDB: Kosten Monat",
"type": "main",
"index": 0
}
]
]
},
"InfluxDB: Kosten Monat": {
"main": [
[
{
"node": "HA: Kosten heute aktualisieren",
"type": "main",
"index": 0
}
]
]
},
"HA: Kosten heute aktualisieren": {
"main": [
[
{
"node": "HA: Kosten Monat aktualisieren",
"type": "main",
"index": 0
}
]
]
},
"InfluxDB: Lastprofil abfragen": {
"main": [
[
{
"node": "Verbrauch berechnen",
"type": "main",
"index": 0
}
]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1",
"binaryMode": "separate"
},
"versionId": "3781b882-636b-4e74-ada0-1d194822bccb",
"id": "qyuXhAXnYTHh80eL",
"tags": []
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
anthropicApihttpBasicAuthhttpHeaderAuth
Pro
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About this workflow
Battery AI – Daily Optimizer. Uses executeWorkflowTrigger, httpRequest, agent, mcpClientTool. Scheduled trigger; 19 nodes.
Source: https://github.com/OZON08/EVCC-KI-Automation/blob/a5798fc4ac05b813c8b6be99a9f993745aad8dff/n8n-workflows/daily-optimizer.json — original creator credit. Request a take-down →
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