MCP Server Trending
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| GITHUB_TOKEN | No | Optional GitHub token to increase API rate limits. | |
| HUGGINGFACE_TOKEN | No | Optional HuggingFace token to increase API rate limits. |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| 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
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
Latest Blog Posts
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/Talljack/mcp_server_trending'
If you have feedback or need assistance with the MCP directory API, please join our Discord server