generated: '2026-09-18'
method: searched
status: published
source: https://mcp.cables.live/mcp (MCP initialize + tools/list, streamable HTTP, anonymous)
deployment:
  mode: remote
  endpoint: https://mcp.cables.live/mcp
  transport: streamable-http
  auth: none
  verified: probed
server:
  name: tensorflow-social-mcp
  version: 2.0.0
  protocol_version: '2025-06-18'
  capabilities:
  - tools
notes: Live hosted remote MCP server. initialize + tools/list are anonymous (session-based, no OAuth);
  executing any tool requires an x402 micropayment ($0.05 USDC on Solana devnet) or the server returns
  an HTTP 402 challenge. 168 tools mirror the 168 OpenAPI POST operations 1:1 by name. GET /health returns
  {status:ok,tools:168,version:2.0.0}.
tool_count: 168
tools:
- name: analyze-image
  description: Classify image content
  input:
  - imageUrl
  required:
  - imageUrl
  source_operation: openapi/cables-openapi.yml#/tools/analyze-image
- name: detect-objects
  description: Detect objects in image
  input:
  - imageUrl
  required:
  - imageUrl
  source_operation: openapi/cables-openapi.yml#/tools/detect-objects
- name: detect-faces
  description: Detect faces in image
  input:
  - imageUrl
  required:
  - imageUrl
  source_operation: openapi/cables-openapi.yml#/tools/detect-faces
- name: classify-image
  description: Classify image with custom labels
  input:
  - imageUrl
  - labels
  required:
  - imageUrl
  - labels
  source_operation: openapi/cables-openapi.yml#/tools/classify-image
- name: analyze-text
  description: Analyze text content
  input:
  - text
  required:
  - text
  source_operation: openapi/cables-openapi.yml#/tools/analyze-text
- name: extract-keywords
  description: Extract keywords from text
  input:
  - text
  - numKeywords
  required:
  - text
  source_operation: openapi/cables-openapi.yml#/tools/extract-keywords
- name: detect-sentiment
  description: Detect sentiment of text
  input:
  - text
  required:
  - text
  source_operation: openapi/cables-openapi.yml#/tools/detect-sentiment
- name: detect-toxicity
  description: Detect toxic content in text
  input:
  - text
  required:
  - text
  source_operation: openapi/cables-openapi.yml#/tools/detect-toxicity
- name: embed-text
  description: Generate text embeddings
  input:
  - text
  required:
  - text
  source_operation: openapi/cables-openapi.yml#/tools/embed-text
- name: answer-question
  description: Answer question from context
  input:
  - question
  - context
  required:
  - question
  - context
  source_operation: openapi/cables-openapi.yml#/tools/answer-question
- name: predict-trend
  description: Predict trend from data points
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/predict-trend
- name: forecast-data
  description: Forecast time series data
  input:
  - dataPoints
  - periods
  required:
  - dataPoints
  - periods
  source_operation: openapi/cables-openapi.yml#/tools/forecast-data
- name: detect-anomalies
  description: Detect anomalies in data
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/detect-anomalies
- name: cluster-data
  description: Cluster data points
  input:
  - dataPoints
  - k
  required:
  - dataPoints
  - k
  source_operation: openapi/cables-openapi.yml#/tools/cluster-data
- name: reduce-dimensions
  description: Reduce dimensions of data
  input:
  - dataPoints
  - dimensions
  required:
  - dataPoints
  - dimensions
  source_operation: openapi/cables-openapi.yml#/tools/reduce-dimensions
- name: regression
  description: Perform regression on data
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/regression
- name: train-model
  description: Train a model on data
  input:
  - features
  - labels
  - epochs
  required:
  - features
  - labels
  - epochs
  source_operation: openapi/cables-openapi.yml#/tools/train-model
- name: ab-test
  description: Run A/B test analysis
  input:
  - groupA
  - groupB
  required:
  - groupA
  - groupB
  source_operation: openapi/cables-openapi.yml#/tools/ab-test
- name: analyze-youtube-thumbnails
  description: Analyze YouTube thumbnails
  input:
  - imageUrls
  required:
  - imageUrls
  source_operation: openapi/cables-openapi.yml#/tools/analyze-youtube-thumbnails
- name: classify-youtube-content
  description: Classify YouTube video content
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/classify-youtube-content
- name: predict-youtube-views
  description: Predict YouTube video views
  input:
  - titleLen
  - descLen
  - hasNumbers
  - hasEmoji
  - wordCount
  - likes
  - comments
  required:
  - titleLen
  - descLen
  - hasNumbers
  - hasEmoji
  - wordCount
  - likes
  - comments
  source_operation: openapi/cables-openapi.yml#/tools/predict-youtube-views
- name: youtube-comment-sentiment
  description: Analyze YouTube comment sentiment
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/youtube-comment-sentiment
- name: youtube-channel-keywords
  description: Extract YouTube channel keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/youtube-channel-keywords
- name: youtube-trend-detection
  description: Detect YouTube trends
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/youtube-trend-detection
- name: youtube-forecast
  description: Forecast YouTube growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/youtube-forecast
- name: youtube-anomaly-detection
  description: Detect YouTube view anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/youtube-anomaly-detection
- name: youtube-thumbnail-comparison
  description: Compare two YouTube thumbnails
  input:
  - imageUrl1
  - imageUrl2
  required:
  - imageUrl1
  - imageUrl2
  source_operation: openapi/cables-openapi.yml#/tools/youtube-thumbnail-comparison
- name: youtube-topic-clustering
  description: Cluster YouTube topics
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/youtube-topic-clustering
- name: analyze-instagram-images
  description: Analyze Instagram post images
  input:
  - imageUrls
  required:
  - imageUrls
  source_operation: openapi/cables-openapi.yml#/tools/analyze-instagram-images
- name: predict-instagram-engagement
  description: Predict Instagram post engagement
  input:
  - captionLen
  - hashtagCount
  - emojiCount
  - likes
  - comments
  - shares
  required:
  - captionLen
  - hashtagCount
  - emojiCount
  - likes
  - comments
  - shares
  source_operation: openapi/cables-openapi.yml#/tools/predict-instagram-engagement
- name: classify-instagram-content
  description: Classify Instagram post content
  input:
  - text
  required:
  - text
  source_operation: openapi/cables-openapi.yml#/tools/classify-instagram-content
- name: instagram-caption-sentiment
  description: Analyze Instagram caption sentiment
  input:
  - text
  required:
  - text
  source_operation: openapi/cables-openapi.yml#/tools/instagram-caption-sentiment
- name: instagram-hashtag-extraction
  description: Extract Instagram hashtags
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/instagram-hashtag-extraction
- name: instagram-visual-trends
  description: Detect Instagram visual trends
  input:
  - imageUrls
  required:
  - imageUrls
  source_operation: openapi/cables-openapi.yml#/tools/instagram-visual-trends
- name: instagram-follower-forecast
  description: Forecast Instagram follower growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/instagram-follower-forecast
- name: instagram-anomaly-detection
  description: Detect Instagram engagement anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/instagram-anomaly-detection
- name: instagram-post-comparison
  description: Compare two Instagram posts
  input:
  - imageUrl1
  - imageUrl2
  required:
  - imageUrl1
  - imageUrl2
  source_operation: openapi/cables-openapi.yml#/tools/instagram-post-comparison
- name: instagram-content-clustering
  description: Cluster Instagram content themes
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/instagram-content-clustering
- name: analyze-tiktok-thumbnails
  description: Analyze TikTok video thumbnails
  input:
  - imageUrls
  required:
  - imageUrls
  source_operation: openapi/cables-openapi.yml#/tools/analyze-tiktok-thumbnails
- name: predict-tiktok-virality
  description: Predict TikTok video virality
  input:
  - titleLen
  - descLen
  - duration
  - hashtagCount
  - emojiCount
  - views
  - likes
  - comments
  - shares
  required:
  - titleLen
  - descLen
  - duration
  - hashtagCount
  - emojiCount
  - views
  - likes
  - comments
  - shares
  source_operation: openapi/cables-openapi.yml#/tools/predict-tiktok-virality
- name: classify-tiktok-content
  description: Classify TikTok video content
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/classify-tiktok-content
- name: tiktok-content-sentiment
  description: Analyze TikTok content sentiment
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/tiktok-content-sentiment
- name: tiktok-trending-topics
  description: Extract TikTok trending topics
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/tiktok-trending-topics
- name: tiktok-view-patterns
  description: Detect TikTok view patterns
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/tiktok-view-patterns
- name: tiktok-follower-forecast
  description: Forecast TikTok follower growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/tiktok-follower-forecast
- name: tiktok-anomaly-detection
  description: Detect TikTok engagement anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/tiktok-anomaly-detection
- name: tiktok-thumbnail-comparison
  description: Compare two TikTok thumbnails
  input:
  - imageUrl1
  - imageUrl2
  required:
  - imageUrl1
  - imageUrl2
  source_operation: openapi/cables-openapi.yml#/tools/tiktok-thumbnail-comparison
- name: tiktok-content-clustering
  description: Cluster TikTok video content
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/tiktok-content-clustering
- name: twitter-content-keywords
  description: Analyze tweet content keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/twitter-content-keywords
- name: predict-twitter-engagement
  description: Predict tweet engagement
  input:
  - textLen
  - hashtagCount
  - mentionCount
  - linkCount
  - questionCount
  - exclamationCount
  - likes
  - retweets
  - replies
  required:
  - textLen
  - hashtagCount
  - mentionCount
  - linkCount
  - questionCount
  - exclamationCount
  - likes
  - retweets
  - replies
  source_operation: openapi/cables-openapi.yml#/tools/predict-twitter-engagement
- name: classify-twitter-topics
  description: Classify tweet topics
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/classify-twitter-topics
- name: twitter-toxicity-detection
  description: Detect tweet toxicity
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/twitter-toxicity-detection
- name: twitter-sentiment-analysis
  description: Analyze tweet sentiment
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/twitter-sentiment-analysis
- name: twitter-keyword-extraction
  description: Extract tweet keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/twitter-keyword-extraction
- name: twitter-follower-forecast
  description: Forecast Twitter follower growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/twitter-follower-forecast
- name: twitter-anomaly-detection
  description: Detect Twitter engagement anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/twitter-anomaly-detection
- name: twitter-tweet-comparison
  description: Compare two tweets
  input:
  - text1
  - text2
  required:
  - text1
  - text2
  source_operation: openapi/cables-openapi.yml#/tools/twitter-tweet-comparison
- name: twitter-topic-clustering
  description: Cluster tweet topics
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/twitter-topic-clustering
- name: analyze-facebook-content
  description: Analyze Facebook post content
  input:
  - message
  - imageUrl
  required:
  - message
  source_operation: openapi/cables-openapi.yml#/tools/analyze-facebook-content
- name: predict-facebook-engagement
  description: Predict Facebook post engagement
  input:
  - messageLen
  - hashtagCount
  - emojiCount
  - linkCount
  - wordCount
  - impressions
  required:
  - messageLen
  - hashtagCount
  - emojiCount
  - linkCount
  - wordCount
  - impressions
  source_operation: openapi/cables-openapi.yml#/tools/predict-facebook-engagement
- name: classify-facebook-topics
  description: Classify Facebook post topics
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/classify-facebook-topics
- name: facebook-comment-sentiment
  description: Analyze Facebook comment sentiment
  input:
  - text
  required:
  - text
  source_operation: openapi/cables-openapi.yml#/tools/facebook-comment-sentiment
- name: facebook-post-keywords
  description: Extract Facebook post keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/facebook-post-keywords
- name: facebook-posting-trends
  description: Detect Facebook posting trends
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/facebook-posting-trends
- name: facebook-growth-forecast
  description: Forecast Facebook page growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/facebook-growth-forecast
- name: facebook-anomaly-detection
  description: Detect Facebook engagement anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/facebook-anomaly-detection
- name: facebook-visual-comparison
  description: Compare two Facebook post visuals
  input:
  - imageUrl1
  - imageUrl2
  required:
  - imageUrl1
  - imageUrl2
  source_operation: openapi/cables-openapi.yml#/tools/facebook-visual-comparison
- name: facebook-content-clustering
  description: Cluster Facebook post content
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/facebook-content-clustering
- name: discord-sentiment-analysis
  description: Analyze Discord message sentiment
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/discord-sentiment-analysis
- name: discord-toxicity-detection
  description: Detect Discord toxicity
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/discord-toxicity-detection
- name: predict-discord-engagement
  description: Predict Discord engagement
  input:
  - messageLen
  - emojiCount
  - mentionCount
  - reactionCount
  - replyCount
  required:
  - messageLen
  - emojiCount
  - mentionCount
  - reactionCount
  - replyCount
  source_operation: openapi/cables-openapi.yml#/tools/predict-discord-engagement
- name: classify-discord-topics
  description: Classify Discord topics
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/classify-discord-topics
- name: discord-keyword-extraction
  description: Extract Discord keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/discord-keyword-extraction
- name: discord-activity-patterns
  description: Detect Discord activity patterns
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/discord-activity-patterns
- name: discord-growth-forecast
  description: Forecast Discord growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/discord-growth-forecast
- name: discord-anomaly-detection
  description: Detect Discord anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/discord-anomaly-detection
- name: discord-channel-comparison
  description: Compare two Discord channels
  input:
  - texts1
  - texts2
  required:
  - texts1
  - texts2
  source_operation: openapi/cables-openapi.yml#/tools/discord-channel-comparison
- name: discord-member-clustering
  description: Cluster Discord members
  input:
  - data
  required:
  - data
  source_operation: openapi/cables-openapi.yml#/tools/discord-member-clustering
- name: analyze-twitch-content
  description: Analyze Twitch stream content
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/analyze-twitch-content
- name: predict-twitch-viewers
  description: Predict Twitch viewer count
  input:
  - titleLen
  - gamePopularity
  - durationMinutes
  - followerCount
  required:
  - titleLen
  - gamePopularity
  - durationMinutes
  - followerCount
  source_operation: openapi/cables-openapi.yml#/tools/predict-twitch-viewers
- name: classify-twitch-games
  description: Classify Twitch game content
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/classify-twitch-games
- name: twitch-chat-sentiment
  description: Analyze Twitch chat sentiment
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/twitch-chat-sentiment
- name: twitch-keyword-extraction
  description: Extract Twitch keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/twitch-keyword-extraction
- name: twitch-viewer-trends
  description: Detect Twitch viewer trends
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/twitch-viewer-trends
- name: twitch-growth-forecast
  description: Forecast Twitch growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/twitch-growth-forecast
- name: twitch-anomaly-detection
  description: Detect Twitch anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/twitch-anomaly-detection
- name: twitch-clip-comparison
  description: Compare two Twitch clips
  input:
  - text1
  - text2
  required:
  - text1
  - text2
  source_operation: openapi/cables-openapi.yml#/tools/twitch-clip-comparison
- name: twitch-stream-clustering
  description: Cluster Twitch streams
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/twitch-stream-clustering
- name: reddit-sentiment-analysis
  description: Analyze Reddit post sentiment
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/reddit-sentiment-analysis
- name: reddit-toxicity-detection
  description: Detect Reddit toxicity
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/reddit-toxicity-detection
- name: predict-reddit-engagement
  description: Predict Reddit engagement
  input:
  - titleLen
  - bodyLen
  - upvoteRatio
  - commentCount
  - awards
  required:
  - titleLen
  - bodyLen
  - upvoteRatio
  - commentCount
  - awards
  source_operation: openapi/cables-openapi.yml#/tools/predict-reddit-engagement
- name: classify-reddit-topics
  description: Classify Reddit topics
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/classify-reddit-topics
- name: reddit-keyword-extraction
  description: Extract Reddit keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/reddit-keyword-extraction
- name: reddit-trend-detection
  description: Detect Reddit trends
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/reddit-trend-detection
- name: reddit-growth-forecast
  description: Forecast Reddit growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/reddit-growth-forecast
- name: reddit-anomaly-detection
  description: Detect Reddit anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/reddit-anomaly-detection
- name: reddit-post-comparison
  description: Compare two Reddit posts
  input:
  - text1
  - text2
  required:
  - text1
  - text2
  source_operation: openapi/cables-openapi.yml#/tools/reddit-post-comparison
- name: reddit-community-clustering
  description: Cluster Reddit community
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/reddit-community-clustering
- name: linkedin-sentiment-analysis
  description: Analyze LinkedIn post sentiment
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/linkedin-sentiment-analysis
- name: predict-linkedin-engagement
  description: Predict LinkedIn engagement
  input:
  - textLen
  - hashtagCount
  - linkCount
  - imageCount
  - commentCount
  - likeCount
  required:
  - textLen
  - hashtagCount
  - linkCount
  - imageCount
  - commentCount
  - likeCount
  source_operation: openapi/cables-openapi.yml#/tools/predict-linkedin-engagement
- name: classify-linkedin-topics
  description: Classify LinkedIn topics
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/classify-linkedin-topics
- name: linkedin-keyword-extraction
  description: Extract LinkedIn keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/linkedin-keyword-extraction
- name: linkedin-trend-detection
  description: Detect LinkedIn trends
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/linkedin-trend-detection
- name: linkedin-growth-forecast
  description: Forecast LinkedIn growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/linkedin-growth-forecast
- name: linkedin-anomaly-detection
  description: Detect LinkedIn anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/linkedin-anomaly-detection
- name: linkedin-post-comparison
  description: Compare two LinkedIn posts
  input:
  - text1
  - text2
  required:
  - text1
  - text2
  source_operation: openapi/cables-openapi.yml#/tools/linkedin-post-comparison
- name: linkedin-content-clustering
  description: Cluster LinkedIn content
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/linkedin-content-clustering
- name: linkedin-audience-segmentation
  description: Segment LinkedIn audience
  input:
  - data
  required:
  - data
  source_operation: openapi/cables-openapi.yml#/tools/linkedin-audience-segmentation
- name: threads-sentiment-analysis
  description: Analyze Threads post sentiment
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/threads-sentiment-analysis
- name: threads-toxicity-detection
  description: Detect Threads toxicity
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/threads-toxicity-detection
- name: predict-threads-engagement
  description: Predict Threads engagement
  input:
  - textLen
  - emojiCount
  - likeCount
  - replyCount
  required:
  - textLen
  - emojiCount
  - likeCount
  - replyCount
  source_operation: openapi/cables-openapi.yml#/tools/predict-threads-engagement
- name: classify-threads-topics
  description: Classify Threads topics
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/classify-threads-topics
- name: threads-keyword-extraction
  description: Extract Threads keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/threads-keyword-extraction
- name: threads-trend-detection
  description: Detect Threads trends
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/threads-trend-detection
- name: threads-growth-forecast
  description: Forecast Threads growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/threads-growth-forecast
- name: threads-anomaly-detection
  description: Detect Threads anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/threads-anomaly-detection
- name: threads-post-comparison
  description: Compare two Threads posts
  input:
  - text1
  - text2
  required:
  - text1
  - text2
  source_operation: openapi/cables-openapi.yml#/tools/threads-post-comparison
- name: threads-content-clustering
  description: Cluster Threads content
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/threads-content-clustering
- name: bluesky-sentiment-analysis
  description: Analyze Bluesky post sentiment
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/bluesky-sentiment-analysis
- name: bluesky-toxicity-detection
  description: Detect Bluesky toxicity
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/bluesky-toxicity-detection
- name: predict-bluesky-engagement
  description: Predict Bluesky engagement
  input:
  - textLen
  - wordCount
  - likeCount
  - repostCount
  - replyCount
  required:
  - textLen
  - wordCount
  - likeCount
  - repostCount
  - replyCount
  source_operation: openapi/cables-openapi.yml#/tools/predict-bluesky-engagement
- name: classify-bluesky-topics
  description: Classify Bluesky topics
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/classify-bluesky-topics
- name: bluesky-keyword-extraction
  description: Extract Bluesky keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/bluesky-keyword-extraction
- name: bluesky-trend-detection
  description: Detect Bluesky trends
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/bluesky-trend-detection
- name: bluesky-growth-forecast
  description: Forecast Bluesky growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/bluesky-growth-forecast
- name: bluesky-anomaly-detection
  description: Detect Bluesky anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/bluesky-anomaly-detection
- name: bluesky-post-comparison
  description: Compare two Bluesky posts
  input:
  - text1
  - text2
  required:
  - text1
  - text2
  source_operation: openapi/cables-openapi.yml#/tools/bluesky-post-comparison
- name: bluesky-content-clustering
  description: Cluster Bluesky content
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/bluesky-content-clustering
- name: mastodon-sentiment-analysis
  description: Analyze Mastodon status sentiment
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/mastodon-sentiment-analysis
- name: mastodon-toxicity-detection
  description: Detect Mastodon toxicity
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/mastodon-toxicity-detection
- name: predict-mastodon-engagement
  description: Predict Mastodon engagement
  input:
  - textLen
  - boostCount
  - favouriteCount
  - replyCount
  required:
  - textLen
  - boostCount
  - favouriteCount
  - replyCount
  source_operation: openapi/cables-openapi.yml#/tools/predict-mastodon-engagement
- name: classify-mastodon-topics
  description: Classify Mastodon topics
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/classify-mastodon-topics
- name: mastodon-keyword-extraction
  description: Extract Mastodon keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/mastodon-keyword-extraction
- name: mastodon-trend-detection
  description: Detect Mastodon trends
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/mastodon-trend-detection
- name: mastodon-growth-forecast
  description: Forecast Mastodon growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/mastodon-growth-forecast
- name: mastodon-anomaly-detection
  description: Detect Mastodon anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/mastodon-anomaly-detection
- name: mastodon-status-comparison
  description: Compare two Mastodon statuses
  input:
  - text1
  - text2
  required:
  - text1
  - text2
  source_operation: openapi/cables-openapi.yml#/tools/mastodon-status-comparison
- name: mastodon-content-clustering
  description: Cluster Mastodon content
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/mastodon-content-clustering
- name: github-issue-sentiment
  description: Analyze GitHub issue sentiment
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/github-issue-sentiment
- name: classify-github-issues
  description: Classify GitHub issue topics
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/classify-github-issues
- name: github-keyword-extraction
  description: Extract GitHub keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/github-keyword-extraction
- name: github-trend-detection
  description: Detect GitHub trends
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/github-trend-detection
- name: github-growth-forecast
  description: Forecast GitHub growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/github-growth-forecast
- name: github-anomaly-detection
  description: Detect GitHub anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/github-anomaly-detection
- name: github-repo-comparison
  description: Compare two GitHub repos
  input:
  - texts1
  - texts2
  required:
  - texts1
  - texts2
  source_operation: openapi/cables-openapi.yml#/tools/github-repo-comparison
- name: github-issue-clustering
  description: Cluster GitHub issues
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/github-issue-clustering
- name: predict-github-issue-engagement
  description: Predict GitHub issue engagement
  input:
  - titleLen
  - bodyLen
  - labelCount
  - commentCount
  required:
  - titleLen
  - bodyLen
  - labelCount
  - commentCount
  source_operation: openapi/cables-openapi.yml#/tools/predict-github-issue-engagement
- name: github-contributor-patterns
  description: Analyze GitHub contributor patterns
  input:
  - data
  required:
  - data
  source_operation: openapi/cables-openapi.yml#/tools/github-contributor-patterns
- name: spotify-track-sentiment
  description: Analyze Spotify track sentiment
  input:
  - danceability
  - energy
  - valence
  - tempo
  - loudness
  - speechiness
  - acousticness
  - instrumentalness
  - liveness
  - durationMs
  required:
  - danceability
  - energy
  - valence
  - tempo
  - loudness
  - speechiness
  - acousticness
  - instrumentalness
  - liveness
  - durationMs
  source_operation: openapi/cables-openapi.yml#/tools/spotify-track-sentiment
- name: spotify-genre-classification
  description: Classify Spotify genre
  input:
  - danceability
  - energy
  - valence
  - tempo
  - loudness
  - speechiness
  - acousticness
  - instrumentalness
  - liveness
  required:
  - danceability
  - energy
  - valence
  - tempo
  - loudness
  - speechiness
  - acousticness
  - instrumentalness
  - liveness
  source_operation: openapi/cables-openapi.yml#/tools/spotify-genre-classification
- name: predict-spotify-popularity
  description: Predict Spotify track popularity
  input:
  - danceability
  - energy
  - valence
  - tempo
  - loudness
  - speechiness
  - acousticness
  - instrumentalness
  - liveness
  required:
  - danceability
  - energy
  - valence
  - tempo
  - loudness
  - speechiness
  - acousticness
  - instrumentalness
  - liveness
  source_operation: openapi/cables-openapi.yml#/tools/predict-spotify-popularity
- name: spotify-audio-keywords
  description: Extract Spotify audio keywords
  input:
  - danceability
  - energy
  - valence
  - tempo
  - loudness
  - speechiness
  - acousticness
  - instrumentalness
  - liveness
  required:
  - danceability
  - energy
  - valence
  - tempo
  - loudness
  - speechiness
  - acousticness
  - instrumentalness
  - liveness
  source_operation: openapi/cables-openapi.yml#/tools/spotify-audio-keywords
- name: spotify-trend-detection
  description: Detect Spotify trends
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/spotify-trend-detection
- name: spotify-growth-forecast
  description: Forecast Spotify growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/spotify-growth-forecast
- name: spotify-anomaly-detection
  description: Detect Spotify anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/spotify-anomaly-detection
- name: spotify-track-comparison
  description: Compare two Spotify tracks
  input:
  - track1
  - track2
  required:
  - track1
  - track2
  source_operation: openapi/cables-openapi.yml#/tools/spotify-track-comparison
- name: spotify-playlist-clustering
  description: Cluster Spotify playlist tracks
  input:
  - tracks
  required:
  - tracks
  source_operation: openapi/cables-openapi.yml#/tools/spotify-playlist-clustering
- name: spotify-audio-analysis
  description: Analyze Spotify audio features
  input:
  - danceability
  - energy
  - valence
  - tempo
  - loudness
  - speechiness
  - acousticness
  - instrumentalness
  - liveness
  required:
  - danceability
  - energy
  - valence
  - tempo
  - loudness
  - speechiness
  - acousticness
  - instrumentalness
  - liveness
  source_operation: openapi/cables-openapi.yml#/tools/spotify-audio-analysis
- name: analyze-pinterest-images
  description: Analyze Pinterest pin images
  input:
  - imageUrls
  required:
  - imageUrls
  source_operation: openapi/cables-openapi.yml#/tools/analyze-pinterest-images
- name: predict-pinterest-engagement
  description: Predict Pinterest engagement
  input:
  - titleLen
  - descLen
  - linkCount
  - boardFollowers
  required:
  - titleLen
  - descLen
  - linkCount
  - boardFollowers
  source_operation: openapi/cables-openapi.yml#/tools/predict-pinterest-engagement
- name: classify-pinterest-content
  description: Classify Pinterest content
  input:
  - text
  required:
  - text
  source_operation: openapi/cables-openapi.yml#/tools/classify-pinterest-content
- name: pinterest-keyword-extraction
  description: Extract Pinterest keywords
  input:
  - texts
  required:
  - texts
  source_operation: openapi/cables-openapi.yml#/tools/pinterest-keyword-extraction
- name: pinterest-trend-detection
  description: Detect Pinterest trends
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/pinterest-trend-detection
- name: pinterest-growth-forecast
  description: Forecast Pinterest growth
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/pinterest-growth-forecast
- name: pinterest-anomaly-detection
  description: Detect Pinterest anomalies
  input:
  - dataPoints
  required:
  - dataPoints
  source_operation: openapi/cables-openapi.yml#/tools/pinterest-anomaly-detection
- name: pinterest-pin-comparison
  description: Compare two Pinterest pins
  input:
  - text1
  - text2
  required:
  - text1
  - text2
  source_operation: openapi/cables-openapi.yml#/tools/pinterest-pin-comparison
- name: pinterest-board-clustering
  description: Cluster Pinterest boards
  input:
  - boards
  required:
  - boards
  source_operation: openapi/cables-openapi.yml#/tools/pinterest-board-clustering
- name: pinterest-audience-analysis
  description: Analyze Pinterest audience
  input:
  - data
  required:
  - data
  source_operation: openapi/cables-openapi.yml#/tools/pinterest-audience-analysis