food-recipe-mcp
Food Recipe MCP
AI 에이전트 및 LLM을 위해 구축된 50,000개 이상의 음식 레시피에 대한 시맨틱 검색입니다. 2단계 하이브리드 검색(밀집 + 희소 BM25, RRF를 통해 융합)과 크로스 인코더 리랭킹을 지원합니다. 노르웨이어와 영어로 된 자연어 쿼리를 지원합니다.
라이브 엔드포인트: https://recipes.aidatanorge.no/mcp
전송 방식: streamable-http
데모: https://recipes.aidatanorge.no/
연결
MCP 클라이언트 구성에 추가하세요:
{
"mcpServers": {
"food-recipe": {
"type": "streamable-http",
"url": "https://recipes.aidatanorge.no/mcp"
}
}
}또는 Claude Code 사용 시:
claude mcp add --transport http food-recipe https://recipes.aidatanorge.no/mcpRelated MCP server: Food MCP Server
빠른 테스트
브라우저에서 라이브 데모를 사용해 보세요:
https://recipes.aidatanorge.no/
설치나 구성이 필요하지 않습니다.
MCP 도구
search_recipes
하이브리드 검색 및 리랭킹을 사용하여 Food.com의 50,000개 이상의 레시피를 시맨틱 검색합니다.
search_recipes(
query="quick Italian pasta for weeknight dinner",
diet="vegetarian", # vegetarian | vegan | gluten-free | dairy-free | low-carb | keto | paleo
max_minutes=30, # maximum total cooking time in minutes
difficulty="easy", # easy | medium | hard
limit=5 # default 5, max 20
)
# Returns: rerank_score, rrf_score, title, description, total_time, difficulty,
# diet, main_ingredient, servings, ingredients, instructions, nutrition,
# rating, rating_count, source, recipe_id쿼리 예시:
"Swedish meatballs with gravy""healthy high-protein chicken bowl""easy chocolate cake for beginners""traditional Norwegian kjøttkaker""hurtig pasta med kylling"
검색 파이프라인: 밀집 임베딩(intfloat/e5-large-v2, 1024d) + 희소 BM25, RRF(Reciprocal Rank Fusion)를 통해 융합, mmarco-mMiniLMv2-L12-H384-v1에 의해 리랭킹됨.
ping
ping(name="world")
# Returns: "Hello world! Recipe MCP server is running."데이터
출처: Food.com (약 50,000개 레시피)
범위: 다양한 요리, 식사 유형 및 조리 방식
영양 정보: 1인분당 칼로리, 지방, 단백질, 탄수화물, 나트륨, 식이섬유, 당류
평점: 레시피별 사용자 평점 + 평점 수
언어: 쿼리에서 영어 및 노르웨이어 기본 지원
아키텍처
Food.com recipes → Python ingest → Qdrant (recipe_data_v2 collection)
↓
Hybrid search (dense e5-large-v2 + sparse BM25)
↓
RRF fusion + cross-encoder reranking
↓
FastMCP 3.2 → MCP clients / AI agents기술 스택
임베딩:
intfloat/e5-large-v2(1024d 밀집) +Qdrant/bm25(희소)리랭커:
cross-encoder/mmarco-mMiniLMv2-L12-H384-v1벡터 DB: Qdrant (자체 호스팅)
서버: HTTP 기반 FastMCP 3.2
인프라: Ubuntu Server 24 LTS, Cloudflare Tunnel
라이선스
MIT
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