{"slug":"mrchartist/x-algorithm-toolkit","name":"X Algorithm MCP","description":"Tweet scoring and optimization using X's actual algorithm weights - 22 engagement signals, 18 safety filters, diversity penalty calculator, and 11 research tools.","category":"marketing","tags":[],"official":false,"stars":0,"transport":null,"install":[{"cmd":"npx (Recommended)","imports":[]}],"tools":[{"name":"score_tweet","description":"Score any tweet draft (0-100) against the actual algorithm weights from X's open-source recommendation algorithm"},{"name":"check_filters","description":"Run tweets through quality/safety gates (18 filter checker)"},{"name":"analyze_hook","description":"Test your opening line against the -11× not_dwelled penalty"},{"name":"get_signals","description":"Retrieve the 22 algorithm signals and their weights"},{"name":"get_optimal_schedule","description":"Plan posting cadence using the decay formula from author_diversity_scorer.rs"},{"name":"compare_tweets","description":"Compare multiple tweets side by side with algorithm scores"},{"name":"detect_spam_patterns","description":"Detect spam patterns in tweet content"},{"name":"diversity_penalty","description":"Calculate diversity penalty based on author diversity decay formula"},{"name":"classify_niche","description":"Classify tweet content into niche categories for optimization"},{"name":"get_thread_strategy","description":"Get thread building strategy with templates for optimal algorithm performance"},{"name":"full_audit","description":"Run a complete audit of a tweet including scoring, filters, hook analysis, and niche classification"}],"env_vars":[],"auth_type":"none","github":"https://github.com/MrChartist/x-algorithm-toolkit","homepage":"","server_url":"","status":"active","source":"mcpservers.org","updated_at":"Mon May 25"}