Recipe Commerce MCP server

by teamsincetoday·io.github.teamsincetoday/recipe-commerce-mcp·v0.1.3·1 stars

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Extract shoppable ingredients from recipe content with affiliate signals.

C69/100grade C

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Safety scan

C69/100

full report

Adoption

New

1 stars58 downloads/wk

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Recipe Commerce tools (3)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

extract_recipe_ingredients
Extract structured recipe data from transcript text or YouTube URL: recipe name, ingredients with quantity and unit, equipment list, and cooking technique tags. YouTube URL transcription requires yt-dlp installed on the server — if not available the call fails; pass raw transcript text for reliable extraction in all environments. Returns ingredient list ready for match_ingredients_to_products and
match_ingredients_to_products
Match recipe ingredients to purchasable products on Amazon and specialty retailers. Returns affiliate program details (Amazon Associates, ShareASale, Awin), estimated price range, estimated commission rate (2–10%), and substitution alternatives. Commission rates are benchmark estimates — not live affiliate platform data. Use this tool for ingredient-level product details and substitutions; use sug
suggest_affiliate_products
Generate a revenue-ranked affiliate shopping list for a recipe, sorted by estimated commission potential. Equipment ranks highest (Amazon Associates ~10% commission). Returns items sorted by affiliate score with estimated price range and commission per item. Revenue estimates are algorithmic benchmarks — not live pricing data. Use this tool for ranked shopping lists and blog monetization strategy;

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings

Code scan17 source files scanned; 17 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitystatic API keys via environment variables6/15
Maintenancelast push 173 days ago8/15
Maintainer identityregistry namespace matches repository owner6/10

Overall 69/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

How Recipe Commerce compares

Against every graded Scraping and browsing MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 69/100; higher than 33% of 866 Scraping and browsing servers
Tools: 3; the typical Scraping and browsing server has 6
Tools that change things: 0%; typical: 0%. Fewer write tools means less an agent can break
GitHub stars: 1; more than 50% of 583 Scraping and browsing servers
Downloads a week: 58; more than 40% of 309 Scraping and browsing servers with a package

What its tools let an agent do: 3 read

Install Recipe Commerce in Claude Code, Cursor or VS Code

Runs npx -y recipe-commerce-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add recipe-commerce-mcp -- npx -y recipe-commerce-mcp

Add to Cursor

What the publisher says

From the Recipe Commerce repository's README, as published. We do not edit it. Read it on GitHub

Recipe Commerce Intelligence MCP

Turn recipes into affiliate revenue. Extract every branded ingredient and kitchen tool from any recipe, match each to Amazon Associates, ShareASale, or Awin, and generate a shoppable ingredient list in seconds. F1=100% on eval suite. Free tier: 200 calls/day.

⭐ If this saves you time, please star the repo — it helps other developers find it.

Live endpoint: https://recipe-commerce-mcp.sincetoday.workers.dev/mcp · See examples

Extract recipes and ingredients from cooking video transcripts, match to purchasable products, and build affiliate shopping lists. Built on x402, the open payment standard backed by Shopify, Google, Microsoft, Visa, and the Linux Foundation.

Tools

Connect in Claude Code — No Install Required

Add to your claudedesktopconfig.json or use /add-mcp in Claude Code. Free tier: 200 calls/day, no API key needed:

{
  "mcpServers": {
    "recipe-commerce": {
      "url": "https://recipe-commerce-mcp.sincetoday.workers.dev/mcp"
    }
  }
}

Quick Start

# Install
npm install recipe-commerce-mcp

# Configure
cp .env.example .env
# Edit .env: set OPENAI_API_KEY

# Run (stdio MCP server)
npx recipe-commerce-mcp

MCP Client Config

{
  "mcpServers": {
    "recipe-commerce": {
      "command": "npx",
      "args": ["recipe-commerce-mcp"],
      "env": {
        "OPENAI_API_KEY": "sk-..."
      }
    }
  }
}

Tool Reference

extractrecipeingredients

{
  "transcript": "Cooking video transcript or YouTube URL",
  "recipe_id": "optional-cache-key",
  "api_key": "optional-paid-key"
}

Returns:

{
  "result": {
    "recipeName": "Beef Bourguignon",
    "ingredients": [
      { "name": "beef chuck", "quantity": "2", "unit": "lbs", "category": "meat", "is_optional": false }
    ],
    "equipment": [
      { "name": "Le Creuset Dutch oven 5.5qt", "category": "cookware", "requiredForRecipe": true }
    ],
    "techniques": ["braising", "searing"],
    "cuisineType": "French",
    "difficulty": "medium"
  },
  "_meta": { "processing_time_ms": 1950, "ai_cost_usd": 0.0024, "cache_hit": false, "recipe_id": "..." }
}

matchingredientsto_products

{
  "ingredients": [{ "name": "beef chuck", "quantity": "2", "unit": "lbs" }],
  "recipe_id": "optional-uses-cached-ingredients",
  "api_key": "optional"
}

Returns affiliate program details (Amazon Associates, ShareASale, Awin), price range, commission rate (2–10%), brand? (extracted brand name for branded ingredients, e.g. "Maldon" for "Maldon salt"), estimatedCommission (USD estimate based on price × commission rate), and substitution alternatives.

suggestaffiliateproducts

{
  "recipe_name": "Beef Bourguignon",
  "ingredients": [...],
  "api_key": "optional"
}

Returns ingredients and equipment ranked by affiliate revenue score. Equipment scores highest (10% commission via Amazon Associates).

Example Output

Real extraction from a Serious Eats beef bourguignon recipe (live eval avg: F1=93%, 98/100 score, $0.000370/call, 2608ms):

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Recipe Commerce: common questions

Is Recipe Commerce MCP server safe?: With care: it is graded C, so read the findings first (69/100). Read the Recipe Commerce safety report
How do I install Recipe Commerce?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Recipe Commerce need an API key?: Yes. The registry entry asks for OPENAI_API_KEY, MCP_API_KEYS.
Is Recipe Commerce maintained?: The last commit was 210 days ago (2026-04-08). The latest release is v0.1.3.
What can I use instead of Recipe Commerce?: Servers from other publishers that do the same job: Brightdata MCP server, Browser Use MCP server and Skyvern MCP server.
How does Recipe Commerce compare with other Scraping and browsing MCP servers?: safety score 69/100 (higher than 33% of 866 Scraping and browsing servers); tools 3 (the typical Scraping and browsing server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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Run it through the gateway

Local package. It runs on your machine, not through the gateway.

Rating: —
Safety grade: C · 69/100
Stars: 1
Downloads/wk: 58
Price: Free
Licence: MIT
Transport: Local · npm
Version: 0.1.3
Category: Scraping and browsing
Last release: 2026-04-08

Credentials it needs

OPENAI_API_KEYsecretOpenAI API key for GPT-4o-mini product extraction (required)
MCP_API_KEYSsecretComma-separated paid API keys for unlimited calls (optional — omit for free tier: 200 calls/day)

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