painspotter
What this MCP does
Analyzes Reddit, Hacker News, and Product Hunt to identify startup opportunities and assign commercial scores.
Tools
Input schema
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Article slug, taken from list_blog_posts results.'}}}
Output schema
{'type': 'object', 'required': ['result'], 'properties': {'result': {'type': 'string'}}, 'x-fastmcp-wrap-result': True}
Input schema
{'type': 'object', 'required': ['opportunity_id'], 'properties': {'opportunity_id': {'type': 'integer', 'description': 'Opportunity ID, taken from query_opportunities or get_overview results.'}}}
Output schema
{'type': 'object', 'required': ['result'], 'properties': {'result': {'type': 'string'}}, 'x-fastmcp-wrap-result': True}
Input schema
{'type': 'object', 'properties': {}}
Output schema
{'type': 'object', 'required': ['result'], 'properties': {'result': {'type': 'string'}}, 'x-fastmcp-wrap-result': True}
Input schema
{'type': 'object', 'required': ['theme'], 'properties': {'theme': {'type': 'string', 'description': 'Theme ID (numeric) or slug (string), from list_trending_themes / get_overview.'}}}
Output schema
{'type': 'object', 'required': ['result'], 'properties': {'result': {'type': 'string'}}, 'x-fastmcp-wrap-result': True}
Input schema
{'type': 'object', 'properties': {'limit': {'type': 'integer', 'default': 10, 'description': 'Number of posts to return, 1-30. Default 10.'}}}
Output schema
{'type': 'object', 'required': ['result'], 'properties': {'result': {'type': 'string'}}, 'x-fastmcp-wrap-result': True}
Input schema
{'type': 'object', 'properties': {'limit': {'type': 'integer', 'default': 15, 'description': 'Number of themes to return, 1-30. Default 15.'}, 'min_mentions': {'type': 'integer', 'default': 2, 'description': 'Minimum 30-day discussion count, filters out noise. Default 2.'}}}
Output schema
{'type': 'object', 'required': ['result'], 'properties': {'result': {'type': 'string'}}, 'x-fastmcp-wrap-result': True}
Input schema
{'type': 'object', 'properties': {'sort': {'type': 'string', 'default': 'score', 'description': "Sort order: 'score' (default, by overall score) or 'recent' (by creation time)."}, 'query': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None, 'description': 'Keyword matched against title + description, e.g. "sleep tracker", "AI writing". Empty = no keyword filter.'}, 'category': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None, 'description': 'Category slug from get_overview, e.g. ai-developer-tools. Empty = all categories.'}, 'platform': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None, 'description': 'Platform filter: reddit / hackernews / producthunt / stackexchange. Empty = all platforms.'}, 'min_score': {'type': 'integer', 'default': 0, 'description': 'Minimum overall score, 0-100. Default 0.'}, 'page_size': {'type': 'integer', 'default': 10, 'description': 'Number of results to return, 1-30. Default 10.'}, 'recommendation': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None, 'description': 'Recommendation tier: Build / Validate / Skip. Empty = all tiers.'}}}
Output schema
{'type': 'object', 'required': ['result'], 'properties': {'result': {'type': 'string'}}, 'x-fastmcp-wrap-result': True}
Recent tool changes
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