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Talljack

MCP Server Trending

by Talljack

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
GITHUB_TOKENNoOptional GitHub token to increase API rate limits.
HUGGINGFACE_TOKENNoOptional HuggingFace token to increase API rate limits.

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
get_github_trending_reposA

Get GitHub trending repositories. Supports filtering by programming language and time range. Use this when user asks about popular/trending/hot repos on GitHub.

get_github_trending_developersA

Get GitHub trending developers/contributors. Use this when user asks about popular developers, top contributors, or influential programmers on GitHub.

get_hackernews_storiesB

Get Hacker News stories. Use this for tech news, startup discussions, programming articles. Supports different story types.

get_producthunt_productsB

Get Product Hunt products. Use this for new product launches, startup products, tech tools. Great for discovering new apps and services.

get_indiehackers_popularB

Get popular posts from Indie Hackers community.

get_indiehackers_income_reportsB

Get income reports from Indie Hackers with Stripe-verified revenue. Filter by category (ai, saas, marketplace, ecommerce) and sort by revenue or trending.

get_openrouter_modelsB

Get all available LLM models from OpenRouter with their specifications and pricing.

get_openrouter_popularA

Get most popular LLM models on OpenRouter based on usage statistics.

get_openrouter_best_valueB

Get best value LLM models on OpenRouter (best performance vs cost ratio).

get_trustmrr_rankingsC

Get MRR/revenue rankings from TrustMRR. See publicly shared revenue data from successful indie projects and SaaS products.

get_ai_toolsA

Get trending AI tools from directory (There's An AI For That). Discover the latest and most popular AI tools across different categories.

get_huggingface_modelsB

Get trending models from HuggingFace. Discover the most popular and downloaded ML models for various tasks like text generation, image classification, etc.

get_huggingface_datasetsB

Get trending datasets from HuggingFace. Find popular datasets for training and fine-tuning ML models.

get_v2ex_hot_topicsC

Get hot topics from V2EX Chinese community. Popular discussions across various tech and creative topics.

get_juejin_articlesA

Get recommended articles from Juejin (掘金) Chinese tech community. Popular tech articles and tutorials.

get_devto_articlesC

Get articles from dev.to English developer community. Supports filtering by tags and time periods.

get_hashnode_trending_articlesB

Get trending articles from Hashnode developer blogging platform. View popular technical blog posts from the Hashnode community.

get_hashnode_publication_articlesC

Get articles from a specific Hashnode publication. Follow popular tech publications on Hashnode.

get_codepen_popular_pensA

Get popular code snippets from CodePen. Discover trending front-end code examples and inspiration.

get_codepen_picked_pensA

Get featured/picked pens from CodePen. View hand-selected high-quality front-end examples.

get_medium_tag_articlesC

Get articles from a Medium tag. Discover popular technical writing on Medium by topic.

get_medium_publication_articlesC

Get articles from a Medium publication. Follow popular tech publications like Towards Data Science, HackerNoon, etc.

get_modelscope_modelsB

Get trending models from ModelScope (魔塔社区) Chinese AI model platform. Popular ML models from Chinese community.

get_modelscope_datasetsA

Get trending datasets from ModelScope (魔塔社区) Chinese AI platform.

get_stackoverflow_trendsB

Get Stack Overflow trending tags. Shows popular technology tags with question counts and activity.

get_awesome_listsB

Get Awesome Lists from GitHub. Curated lists of awesome resources organized by topic.

get_vscode_extensionsB

Get trending VS Code extensions from Visual Studio Marketplace. Discover popular extensions for development, themes, productivity, and more.

get_npm_packagesB

Get trending npm packages. Discover popular JavaScript/Node.js packages by category or keyword.

get_chrome_extensionsA

Get popular Chrome Web Store extensions. Note: Chrome Web Store doesn't have a public API, so this returns curated data for known popular extensions.

get_pypi_packagesA

Get trending PyPI packages. Discover popular Python packages by category or keyword.

get_remote_jobsB

Get remote job listings from RemoteOK. Filter by tags and search keywords.

get_wordpress_pluginsB

Get trending WordPress plugins from the official WordPress.org directory. Discover popular, new, featured, or updated plugins.

get_arxiv_papersB

Get research papers from arXiv.org preprint repository. Search by category (cs.AI, cs.LG, cs.CV, etc.) or keywords. Covers Computer Science, Math, Physics, and more.

search_semantic_scholarA

Search academic papers on Semantic Scholar with AI-powered relevance and citation metrics. Get influential citations, open access PDFs, and comprehensive author information.

get_openreview_papersA

Get papers from OpenReview ML conferences (ICLR, NeurIPS, ICML). Access peer review scores, decisions, and ratings from top ML conferences.

analyze_tech_stackA

Analyze technology stack popularity across multiple platforms (GitHub, npm, PyPI, Stack Overflow, VS Code, job postings). Get a comprehensive view of a technology's ecosystem.

get_indie_revenue_dashboardB

Get aggregated indie developer revenue dashboard from Indie Hackers and TrustMRR. View revenue statistics, top categories, and success stories.

track_topic_trendsB

Track topic trends across multiple platforms (Hacker News, GitHub, Stack Overflow, dev.to, Juejin). Discover emerging topics and technologies.

get_lobsters_hottestA

Get hottest/trending stories from Lobsters. A computing-focused community with high-quality technical content, similar to Hacker News but more focused on programming and systems.

get_lobsters_newestB

Get newest/latest stories from Lobsters. Fresh technical content from the computing community.

get_lobsters_by_tagB

Get Lobsters stories filtered by programming language or topic tag.

get_echojs_latestB

Get latest JavaScript/front-end news from Echo JS. Use this for JS news, React, Vue, Angular, Node.js, TypeScript, HTML5, CSS news and tutorials.

get_echojs_topB

Get top/trending/popular JavaScript news from Echo JS. Most upvoted JavaScript and front-end content.

get_weworkremotely_jobsA

Get remote job listings from We Work Remotely. Use this for remote work opportunities, work from home jobs, distributed team positions in tech.

get_paperswithcode_trendingA

Get trending ML/AI research papers with code. Use this for latest AI research, machine learning papers, deep learning advances. Data from HuggingFace Daily Papers.

get_paperswithcode_latestB

Get latest ML/AI research papers. Most recently published papers with code implementations.

search_paperswithcodeA

Search ML/AI research papers by keyword. Find papers on specific topics like transformers, diffusion models, LLMs, computer vision, NLP.

get_alternativeto_trendingA

Get trending/popular software alternatives. Use this to discover popular apps, open-source alternatives, free software options across different platforms.

search_alternativetoA

Find alternatives to specific software. Use this when user asks 'what can I use instead of X' or 'alternatives to X' or 'free version of X'.

get_replicate_trendingB

Get trending AI models from Replicate. Use this for popular ML models that can be run via API - image generation, LLMs, audio, video models.

get_replicate_collectionA

Get AI models from a specific Replicate collection. Use this when user asks about specific types of AI models.

get_betalist_featuredA

Get featured startups from Betalist. Use this for discovering new startups, early-stage products, beta launches, indie projects.

get_betalist_latestA

Get latest/newest startups from Betalist. Most recently submitted startups and beta products.

get_betalist_by_topicA

Get startups by topic/category from Betalist. Filter startups by industry or type.

get_twitter_hashtag_tweetsB

Get tweets by hashtag from Twitter/X. Use this to find tweets about specific topics like #buildinpublic, #indiehackers, #saas, #startup, #webdev, #ai, etc.

get_twitter_user_tweetsA

Get tweets from a specific Twitter/X user. Use this to see what a specific person is tweeting about.

get_twitter_tech_tweetsA

Get trending tech tweets aggregated from popular hashtags (#buildinpublic, #indiehackers, #saas, #startup, #webdev). Use this for a quick overview of what's trending in tech Twitter.

get_twitter_indie_hackersB

Get tweets from popular indie hackers and tech influencers (levelsio, marc_louvion, dannypostmaa, taborsky_, etc.). Use this to see what successful indie hackers are sharing.

get_twitter_user_profileB

Get a Twitter/X user's profile information including bio, follower count, and stats.

get_gumroad_discoverA

Get trending/featured products from Gumroad discover page. Use this to find popular digital products being sold by creators.

get_gumroad_programmingA

Get programming-related products from Gumroad (code, tutorials, courses, ebooks). Perfect for developers looking for resources.

get_gumroad_designA

Get design-related products from Gumroad (templates, assets, UI kits, courses). Great for designers and product makers.

search_gumroadC

Search for products on Gumroad by keyword. Find specific types of digital products.

get_gumroad_creatorA

Get products from a specific Gumroad creator. See what a creator is selling.

search_trending_allA

Search across multiple platforms for trending content. Aggregates results from GitHub, Hacker News, Product Hunt, dev.to, Lobsters, HuggingFace, Papers with Code, and more. Use this when user wants to find content about a specific topic across all platforms.

get_trending_summaryA

Get today's trending summary across all platforms. Provides a comprehensive overview of what's hot on GitHub, Hacker News, Product Hunt, dev.to, HuggingFace, and more. Use this when user asks 'what's trending today?' or wants a daily digest.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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