MyFitnessPal icon

MyFitnessPal MCP

Your MyFitnessPal meals in ChatGPT and Claude, through your phone's health store.

MyFitnessPal runs its own ChatGPT app, the MyFitnessPal app for ChatGPT. You call it with @myfitnesspal in a ChatGPT chat. It answers from MyFitnessPal's database of 20 million foods and 2,000 recipes. In MyFitnessPal's January 7, 2026 announcement, connecting your account and logging meals from ChatGPT was not available. ChatGPT only.

Memory.fit is a hosted MCP server for athletes. It has no direct MyFitnessPal connection: link MyFitnessPal to Apple Health or Health Connect, connect Apple Health or Health Connect in the Memory.fit app, add one address to your AI, and it reads each meal's calories, protein, carbs and fat, fiber, sugar, sodium and caffeine, when shared, breakfast, lunch, dinner or snack.

You need the Memory.fit app on Android (the iPhone app is coming), and an AI that can add a custom connector.

The address to add to your AI

https://api.memory.fit/mcp?src=mcp-myfitnesspal

MCP address: https://api.memory.fit/mcp

Get it onGoogle Play
Set it up

MyFitnessPal and your AI, in short

Official MyFitnessPal MCP
MyFitnessPal's own ChatGPT app, no MCP server for every AI
Memory.fit
Hosted MCP server, nothing to install
Your AI reads
Each meal's calories, protein, carbs and fat, Fiber, sugar, sodium and caffeine, when shared, Breakfast, lunch, dinner or snack
Workouts to MyFitnessPal
No
Works in
ChatGPT, Claude, Grok Bot, Gemini and any MCP app
Price
$9 a month or $69 a year, with 7 days free

Checked November 10, 2026.

What your AI reads

What your AI can read from MyFitnessPal

Once MyFitnessPal is connected in the Memory.fit app, every AI you add reads the same history, under its own permissions.

  • Each meal's calories, protein, carbs and fat
  • Fiber, sugar, sodium and caffeine, when shared
  • Breakfast, lunch, dinner or snack

The tools that read it:get_ledgerget_dayget_trendsget_fluid

Setup

Set up MyFitnessPal in your AI

1. In the Memory.fit app

  1. 01In MyFitnessPal, turn on its Apple Health (iPhone) or Health Connect (Android) sync and allow nutrition.
  2. 02In the Memory.fit app, open Settings → Health data and connect Apple Health or Health Connect.
  3. 03Allow Memory.fit to read nutrition.
  4. 04Meals you log in MyFitnessPal appear on that day in Memory.fit, labeled MyFitnessPal, and count once in the day.

2. In your AI

Pick your AI. Each one connects to your Memory.fit account, with a sign in or a key.

ChatGPTOn a computer · about two minutes
  1. 01On chatgpt.com, open Plugins and tap +, then Add custom MCP server
  2. 02Name it Memory.fit and paste the address
  3. 03Choose OAuth, confirm the warning, then Create as a plugin and sign in
  4. 04In a new chat, type @ and pick Memory.fit

The address: https://api.memory.fit/mcp?src=mcp-myfitnesspal

Coming soon: one tap from ChatGPT's plugin directory.

ClaudeAny plan · about a minute
Install in Claude
  1. 01Install in Claude
  2. 02Tap Add, then sign in to Memory.fit
  3. 03In a chat, turn on Memory.fit under + › Connectors

Claude adds new connectors on the web or desktop. On a phone, use a computer once, and after that it works in the Claude app too.

Grok BotComes with X Premium, Super or Ultra, or a legacy Cursor plan
  1. 01In the Memory.fit app, open Settings → AI agents → Grok Bot and copy your Memory.fit link.
  2. 02Open Grok Bot on your computer or phone and message any of your Bots.
  3. 03Send “Add a custom MCP server called Memory.fit at” and paste your Memory.fit link.
  4. 04Check the name and link it shows you, then approve it.
  5. 05Tap Authorize and sign in with your Memory.fit account. Memory.fit works from your next message.

The address: https://api.memory.fit/mcp?src=mcp-myfitnesspal

MuseUS only · 18+
  1. 01In the Memory.fit app, open Settings → AI agents → Muse and create your key.
  2. 02In a Muse chat, say: “Add a custom connector called Memory.fit. Its address is the link I’ll paste, and it needs a key.”
  3. 03Paste your Memory.fit address when Muse asks.
  4. 04Paste your key into Muse’s secure credentials prompt, never into the chat.

The address: https://api.memory.fit/mcp?src=mcp-myfitnesspal

Muse connects with a key from the Memory.fit app. Paste it into Muse's settings, never into a chat.

DotsChatGPT Pro, Business Premium or Enterprise
  1. 01In the Memory.fit app, open Settings → AI agents → Dots and copy your Memory.fit link.
  2. 02On chatgpt.com in your browser, open Plugins and tap +.
  3. 03Choose Add custom server, name it Memory.fit and paste your Memory.fit link.
  4. 04Pick sign-in, then sign in with your Memory.fit account and choose what it may do.
  5. 05In your dot's app settings, allow Memory.fit. Then message your dot.

The address: https://api.memory.fit/mcp?src=mcp-myfitnesspal

GeminiPersonal Google account · 18+
  1. 01On gemini.google.com: Customize › Connectors
  2. 02Tap + Custom
  3. 03Paste the address, tap Next, then Connect, and sign in to Memory.fit
  4. 04In a chat, type @ and pick it under Connectors

The address: https://api.memory.fit/mcp?src=mcp-myfitnesspal

No + Custom button? Work accounts don't have it: use a personal Google account. Gemini asks you to allow each change it makes.

GrokSign in · about a minute
  1. 01Copy the address
  2. 02In Grok: Settings › Connectors › Custom Connector › Connect
  3. 03Name it Memory.fit, paste it, tap Add Connector, then sign in to Memory.fit

The address: https://api.memory.fit/mcp?src=mcp-myfitnesspal

Perplexity ComputerPro · about two minutes
  1. 01Copy the address
  2. 02On perplexity.ai: Settings › Connectors › + Custom connector › Remote
  3. 03Name it Memory.fit, paste the address and choose API key
  4. 04Paste your key from the Memory.fit app, then save

The address: https://api.memory.fit/mcp?src=mcp-myfitnesspal

Perplexity Computer connects with a key from the Memory.fit app. Paste it into Perplexity Computer's settings, never into a chat.

Cursor
  1. 01In the Memory.fit app, open Settings → AI agents → Cursor and create your key.
  2. 02Add the block to ~/.cursor/mcp.json (or .cursor/mcp.json in a project).
  3. 03Check Cursor Settings → Tools & MCP shows Memory.fit as connected.
{
  "mcpServers": {
    "memory-fit": {
      "url": "https://api.memory.fit/mcp?src=mcp-myfitnesspal",
      "headers": { "Authorization": "Bearer mem_pat_your_key" }
    }
  }
}

Cursor connects with a key from the Memory.fit app. Paste it into Cursor's settings, never into a chat.

Claude CodeOn a computer · Claude Code · about a minute
  1. 01In your terminal, run the command
  2. 02Start Claude Code and run /mcp
  3. 03Pick memory-fit and sign in to Memory.fit
claude mcp add --transport http memory-fit "https://api.memory.fit/mcp?src=mcp-myfitnesspal"
CodexOn a computer · Codex CLI · about a minute
  1. 01In your terminal, run the command
  2. 02Then run: codex mcp login memory-fit
  3. 03Sign in to Memory.fit in the browser that opens
codex mcp add memory-fit --url "https://api.memory.fit/mcp?src=mcp-myfitnesspal"

Try it

Try these prompts

“How did my protein land against my targets over the last two weeks, from what I logged in MyFitnessPal?”

Uses:get_ledgerget_trends

“Compare what I ate on my long ride days with my easy days this month.”

Uses:get_ledgerget_day

“Did I eat enough carbs the day before each hard session this week?”

Uses:get_ledgerget_session_fueling

“Set my calorie and protein targets for next week around my training load.”

Uses:get_trendsset_day_targets

“Plan Saturday's meals around my long run and what I already logged this week.”

Uses:get_ledgerset_meal_plan

Your options

Every way to get MyFitnessPal into an AI

MyFitnessPal runs its own ChatGPT app. Community servers run on your own computer. Memory.fit is hosted and puts MyFitnessPal next to your other devices.

OptionWhat you need
MyFitnessPal's ownMyFitnessPal app for ChatGPTHosted by MyFitnessPal, in ChatGPTYou call it with @myfitnesspal in a ChatGPT chat. It answers from MyFitnessPal's database of 20 million foods and 2,000 recipes. In MyFitnessPal's January 7, 2026 announcement, connecting your account and logging meals from ChatGPT was not available. ChatGPT only.
Community serverAdamWalt/myfitnesspal-mcp-pythonOn your own computerYour MyFitnessPal browser session cookies, run on your own computer. It reads and writes your diary through MyFitnessPal's undocumented web interface.
Hosted MCP serverMemory.fit MCPHosted, in ChatGPT, Claude, Grok Bot, Gemini and any MCP appThe Memory.fit app with Apple Health (iPhone) or Health Connect (Android) connected, and MyFitnessPal sharing its meals there. $9 a month or $69 a year, with 7 days free.

When another option is better

  • You want recipe ideas and macro guidance from MyFitnessPal's database, with no diary: MyFitnessPal's own ChatGPT app does that, and it works in ChatGPT only.

Limits, said plainly

  • MyFitnessPal has no public API. What your AI sees is what the MyFitnessPal app shares with Apple Health or Health Connect.
  • MyFitnessPal shares meal summaries, not single foods, and on iPhone without the time you ate them.
  • Only meals logged after you connect come through; older diary days stay in MyFitnessPal.
  • Memory.fit reads your meals and changes nothing in MyFitnessPal. To edit a meal, edit it in MyFitnessPal.

Sources, checked November 10, 2026

Questions

MyFitnessPal MCP, in short.

  • Not one for every AI. MyFitnessPal has its own ChatGPT app, the MyFitnessPal app for ChatGPT. You call it with @myfitnesspal in a ChatGPT chat. It answers from MyFitnessPal's database of 20 million foods and 2,000 recipes. In MyFitnessPal's January 7, 2026 announcement, connecting your account and logging meals from ChatGPT was not available. ChatGPT only.

  • Yes, through Apple Health or Health Connect. Link MyFitnessPal to Apple Health or Health Connect, connect Apple Health or Health Connect in the Memory.fit app, add Memory.fit to ChatGPT as a connector, and ChatGPT reads each finished session. Claude and every MCP app work the same way.

  • No. Memory.fit is hosted: you add one address to your AI and sign in with your Memory.fit account. Nothing to install, no password of another service to paste.

  • Each AI gets only the permissions you allow, every change shows in the app with who made it, and you can disconnect an AI or a source at any time.

  • Not in MyFitnessPal's January 7, 2026 announcement: the app answers from MyFitnessPal's food database and recipes, and logging meals from ChatGPT was not available. Memory.fit gives your AI the meals you logged, once MyFitnessPal shares them with Apple Health or Health Connect.

  • No. When a MyFitnessPal meal and one your AI logged match in time and size, the day counts it once and shows that it is also in MyFitnessPal.

Related

More MCP pages

MyFitnessPal is a trademark of MyFitnessPal, Inc. Memory.fit is not made by or affiliated with MyFitnessPal, Inc.

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