app.py

from fastapi import FastAPI
import src.Paraphrase as Paraphrase
import src.Translate as Translate
from typing import Optional
from fastapi_mcp import FastApiMCP

app = FastAPI(docs_url="/docs")
MTMODELS = {'enro': 'BlackKakapo/opus-mt-en-ro',
            'roen': 'BlackKakapo/opus-mt-ro-en',
            'gemma': 'Gargaz/gemma-2b-romanian-better'}

@app.get("/")
def index():
    return {'endpoints': ['/paraphrase', '/translate', '/docs', 'https://tiberiucristianleon-fastapimt.hf.space/redoc'], 'mtmodels': MTMODELS}

@app.get("/paraphrase")
def paraphrase(text: str, model: str, operation_id="get_paraphrase", description="Paraphrase text"):
    resultValue, exception = Paraphrase.paraphraseParaphraseMethod(text, model)
    return {"input": text, "translation": resultValue, "exception": exception}

@app.get("/translate")
def translate(text: str, model: Optional[str] = MTMODELS['gemma'], operation_id="get_translate", description="Translate text"):
    # resultValue, exception = Translate.paraphraseTranslateMethod(text, model)
    resultValue: str = Translate.gemma_direct(text, model)
    return {"input": text, "result": resultValue, "model": model}

# Create an MCP server based on this app
mcp = FastApiMCP(
    app,
    name="FASTAPI translate and paraphrase MCP",
    description="MCP server to translate and paraphrase text",
    describe_all_responses=True,
    describe_full_response_schema=True,
    include_operations=["get_translate", "get_paraphrase"]
)
# Mount the MCP server directly to your app
mcp.mount()