get_trending_words
Fetch the top trending words in cryptocurrency discussions over a specified period, ranked by popularity, to identify key themes and market sentiment.
Instructions
Retrieve the top trending words in the crypto space over a specified period, aggregated and ranked by score.
Parameters:
days (int): Number of days to analyze trending words, defaults to 7.
top_n (int): Number of top trending words to return, defaults to 5.
Usage:
Call this tool to get a list of the most popular words trending in cryptocurrency discussions, ranked across the entire period.
Returns:
A string listing the top trending words (e.g., "Top 5 trending words over the past 7 days: 'halving', 'bullrun', 'defi', 'nft', 'pump'").
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| days | No | ||
| top_n | No |
Implementation Reference
- main.py:151-190 (handler)The handler function for the 'get_trending_words' tool, registered via @mcp.tool(). It fetches trending words from Santiment API using the helper function, aggregates daily top words by total score, selects top N, and formats the result as a string.@mcp.tool() def get_trending_words(days: int = 7, top_n: int = 5) -> str: """ Retrieve the top trending words in the crypto space over a specified period, aggregated and ranked by score. Parameters: - days (int): Number of days to analyze trending words, defaults to 7. - top_n (int): Number of top trending words to return, defaults to 5. Usage: - Call this tool to get a list of the most popular words trending in cryptocurrency discussions, ranked across the entire period. Returns: - A string listing the top trending words (e.g., "Top 5 trending words over the past 7 days: 'halving', 'bullrun', 'defi', 'nft', 'pump'"). """ try: data = fetch_trending_words(days) trends = data.get("data", {}).get("getTrendingWords", []) if not trends: return "Unable to fetch trending words. Check API subscription limits or connectivity." word_scores = {} for day in trends: for word_data in day["topWords"]: word = word_data["word"] score = word_data["score"] if word in word_scores: word_scores[word] += score else: word_scores[word] = score if not word_scores: return "No trending words data available for the specified period." top_words = sorted(word_scores.items(), key=lambda x: x[1], reverse=True)[:top_n] top_words_list = [word for word, _ in top_words] return f"Top {top_n} trending words over the past {days} days: {', '.join(top_words_list)}." except Exception as e: return f"Error fetching trending words: {str(e)}"
- main.py:43-65 (helper)Helper function that performs the GraphQL query to Santiment API for getTrendingWords data over the specified days, returning the raw API response.def fetch_trending_words(days: int = 7) -> dict: now = datetime.now(UTC) to_date = now from_date = to_date - timedelta(days=days) query = f""" {{ getTrendingWords(size: 10, from: "{from_date.isoformat()}", to: "{to_date.isoformat()}", interval: "1d") {{ datetime topWords {{ word score }} }} }} """ response = requests.post(SANTIMENT_API_URL, json={"query": query}, headers=HEADERS) result = response.json() if result.get("errors"): raise Exception(f"API error: {result.get('errors')}") return result
- main.py:151-152 (registration)The @mcp.tool() decorator registers the get_trending_words function as an MCP tool.@mcp.tool() def get_trending_words(days: int = 7, top_n: int = 5) -> str:
- main.py:152-165 (schema)Type hints and docstring defining the input parameters and output format for the tool.def get_trending_words(days: int = 7, top_n: int = 5) -> str: """ Retrieve the top trending words in the crypto space over a specified period, aggregated and ranked by score. Parameters: - days (int): Number of days to analyze trending words, defaults to 7. - top_n (int): Number of top trending words to return, defaults to 5. Usage: - Call this tool to get a list of the most popular words trending in cryptocurrency discussions, ranked across the entire period. Returns: - A string listing the top trending words (e.g., "Top 5 trending words over the past 7 days: 'halving', 'bullrun', 'defi', 'nft', 'pump'"). """