Pricing

from $3.00 / 1,000 repo scrapeds

GitHub Trending Scraper & Repo Trend Tracker

Scrape GitHub trending repositories and developers. Track star velocity, rank momentum, language trends, weekly breakout digests, MCP connector summaries, and optional AI analysis.

Pricing

from $3.00 / 1,000 repo scrapeds

Rating

0.0

(0)

Developer

Nick

Actor stats

Bookmarked

Total users

Monthly active users

20 days ago

Last modified

Categories

Developer tools

MCP servers

Programming Language

language

Optional

Filter trending repositories by programming language. Choose 'Any Language' to see trending across all languages. Accepts aliases: 'programmingLanguage', 'lang'.

Type:string

Default:any

Options:

anypythonjavascripttypescriptrustgojavac++c#rubyswiftkotlinphprscalashell

Language (CLI alias)

programmingLanguage

Optional

CLI alias for 'language'. Hidden from Console form.

Type:string | null

Language (CLI alias)

lang

Optional

CLI alias for 'language'. Hidden from Console form.

Type:string | null

Time Range

timeRange

Optional

Time range for trending repositories: today, this week, or this month. Accepts alias: 'since'.

Type:string

Default:daily

Options:

dailyweeklymonthly

Time Range (CLI alias)

since

Optional

CLI alias for 'timeRange'. Hidden from Console form.

Type:string | null

Max Repositories

maxRepos

Optional

Maximum number of trending repositories to scrape (1-100). GitHub Trending shows roughly 25 per page. Accepts alias: 'maxItems'.

Type:integer

Minimum:1

Maximum:100

Default:25

Max Repos (CLI alias)

maxItems

Optional

CLI alias for 'maxRepos'. Hidden from Console form.

Type:integer | null

Minimum:1

Maximum:100

README Spoken Language

spokenLanguage

Optional

Filter by the spoken/natural language of the README (e.g. 'en' for English, 'zh' for Chinese, 'ja' for Japanese, 'es' for Spanish). Leave empty for all languages. Accepts alias: 'spokenLanguageCode'.

Type:string | null

Default:

Options:

enzhjaesfrdekoruptitar

README Spoken Language (CLI alias)

spokenLanguageCode

Optional

CLI alias for 'spokenLanguage'. Hidden from Console form.

Type:string | null

Also Scrape Trending Developers

scrapeDevelopers

Optional

Additionally scrape the GitHub Trending Developers page (github.com/trending/developers). Each developer entry includes username, display name, profile URL, avatar, popular repo, and repo description. Items are emitted with type='developer' (repos are type='repository') so you can filter by item type downstream.

Type:boolean

Default:false

Include Developers (CLI alias)

includeDevelopers

Optional

CLI alias for 'scrapeDevelopers'. Hidden from Console form.

Type:boolean | null

Track Star Velocity & Momentum Across Runs

enableVelocityTracking

Optional

Persist each run's star counts in the named key-value store and emit velocity_score (stars gained since last run), stars_per_hour, and a momentum label ('new', 'accelerating', 'steady', 'fading') on every repo. A 'breakout_summary' item is pushed once per run listing the top-5 breakout repos. Free (no extra charge, no extra HTTP calls). Requires scheduling runs on the same (language, timeRange) filter to build history.

Type:boolean

Default:true

Generate Weekly Breakout Digest

generateWeeklyDigest

Optional

Emit a single 'weekly_breakout_digest' dataset item summarizing the last N days of trending activity for the selected (language, timeRange) filter. Includes sustained risers, one-hit wonders, dying stars, emerging languages, and breakout-pattern series. When 'enableAiAnalysis' is also on, a VC-analyst narrative (headline, executive summary, investment thesis, action items) is included. Requires at least 2 prior snapshots on the same filter within the window - schedule daily runs for a week before enabling. Charged as 'weekly-digest-generated' at $0.10 per digest.

Type:boolean

Default:false

Digest Window (Days)

digestWindowDays

Optional

Size of the rolling window used for the weekly digest (1-60 days). Defaults to 7 - a classic 'this week' view. Increase to 14 or 30 for monthly rollups. Only used when 'generateWeeklyDigest' is true.

Type:integer | null

Minimum:1

Maximum:60

Default:7

Output Connectors (MCP summaries)

outputConnectors

Optional

Optional MCP connectors that receive GitHub trending breakout or weekly digest summaries without exposing third-party credentials to this actor. Select Slack, Notion, Supabase, GitHub, or another MCP-compatible destination with output-writing tools. Bills connector-alert-dispatched ($0.002) per successful MCP tool call.

Type:array | null

Max. items:5

Connector alert target

connectorAlertTarget

Optional

Optional target passed to MCP output tools. For Slack, use a channel such as #dev-radar or a channel ID. For database/page connectors, use the destination identifier expected by that connector.

Type:string | null

Enable AI Analysis

enableAiAnalysis

Optional

Generate AI-powered trend analysis identifying emerging technologies, hot topics, and investment-worthy projects. Requires an API key for your chosen LLM provider.

Type:boolean

Default:false

LLM Provider

llmProvider

Optional

Which LLM provider to use for AI analysis. OpenRouter is the cheapest option.

Type:string

Default:openrouter

Options:

openrouteranthropicgoogleopenaiollama

LLM Model

llmModel

Optional

Specific model to use. Leave empty for the provider default (google/gemini-2.0-flash-001 for OpenRouter, claude-sonnet-4-20250514 for Anthropic, gemini-2.0-flash for Google AI, gpt-4o-mini for OpenAI, llama3.1 for Ollama).

Type:string | null

OpenRouter API Key

openrouterApiKey

Optional

OpenRouter API key. Set OPENROUTER_API_KEY env var or this openrouterApiKey input. Get one at https://openrouter.ai/keys.

Type:string | null

Anthropic API Key

anthropicApiKey

Optional

Anthropic API key. Set ANTHROPIC_API_KEY env var or this anthropicApiKey input. Get one at https://console.anthropic.com/settings/keys.

Type:string | null

Google AI API Key

googleApiKey

Optional

Google AI API key. Set GOOGLE_API_KEY env var or this googleApiKey input. Get one at https://aistudio.google.com/app/apikey.

Type:string | null

OpenAI API Key

openaiApiKey

Optional

OpenAI API key. Set OPENAI_API_KEY env var or this openaiApiKey input. Get one at https://platform.openai.com/api-keys.

Type:string | null

Ollama Base URL

ollamaBaseUrl

Optional

Base URL for Ollama API (self-hosted). Set ollamaBaseUrl input or run Ollama locally. Install at https://ollama.com/download.

Type:string | null

Proxy Configuration

proxyConfiguration

Optional

Proxy settings. Recommended for reliable results when scraping at higher volume.

Type:object

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