Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| OPENAI_API_KEY | No | OpenAI API key for LLM-based query generation and quality assessment | |
| ANTHROPIC_API_KEY | No | Anthropic API key for LLM-based query generation and quality assessment | |
| TWITTER_BEARER_TOKEN | No | Twitter/X API bearer token for authentication |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| generate_search_query | Generate effective Twitter search queries for finding slander, roasts, jokes, and memes about a target character (real or fictional). Uses AI to produce creative, context-aware queries that capture character-specific slander. |
| fetch_posts | Fetch posts from Twitter for a given query, looping until quality threshold is met. Uses AI to evaluate batch quality and stops early when sufficient roast content is found. Returns posts with engagement metrics. |
| rank_posts | Rank fetched posts by engagement, separate text from media posts, and extract nicknames. Uses engagement formula: (likes * 1.0) + (retweets * 2.0) + (replies * 0.5). Retweets weighted highest because sharing is strong signal for humor. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |