Yanlong Mu

Given a seed GitHub repo, return top-N similar repos ranked by topic overlap, language, recent activity, and popularity. Replaces hours of manual GitHub browsing.

Monitor competitor websites, pricing pages, hiring signals, and social media. Detects changes automatically using SHA256 hashing. Optional AI-powered strategic analysis via Claude. Perfect for SaaS founders, product managers, and market analysts tracking competitive moves.

Catalog open-source agent eval harnesses & benchmarks (SWE-Bench, AgentBench, ToolBench, BIRD, GAIA, MAST, WebArena). Combines GitHub search + curated seed list, scores by quality signals (stars, recency, license), parses README scope and sample model scores.

Scrapes HN 'Who is hiring?' threads (via Algolia) and RemoteOK for job postings mentioning AI coding tools — Claude Code, Cursor, Copilot, Aider, Cline, Windsurf and more. Emits a ranked, filterable feed with company, role, seniority, remote flag, tools mentioned, and salary range.

Track new AI / agent / LLM research papers from arXiv + Papers With Code, filterable by keywords. Ranked by trending score (recency + match + category + code attached). Daily refresh for researchers and operators.

Detect which AI dev tools (Cursor, Claude Code, Copilot, Windsurf, Cody, Codeium, Aider, Continue, Tabnine, Cline) any company's engineering team uses. Aggregates public signals: careers pages, engineering blog, GitHub org repo markers. Returns confidence-scored profile with evidence.

Compute uptime % over the past N days for each AI provider (Anthropic, OpenAI, Google AI, Mistral, Cohere, ...) using their public status pages. Outputs a ranked uptime leaderboard with incident count and per-component downtime breakdown.

Track every new post on anthropic.com/news. Classifies each post (model release / safety / research / business / customer story), extracts authors, tags, excerpt, and emits structured JSON. Useful for AI watchers, journalists, and competitive intel teams.

Grade any CLAUDE.md file on completeness. Checks overview, tech stack, commands, structure, conventions, what NOT to do, security, testing, workflow, and agents sections. Outputs letter grade A-F plus a concrete checklist of missing pieces and how to fix them.

claudemd-generator is an Apify Actor that generates a high-quality draft CLAUDE.md for any public GitHub repo in under 30 seconds by auto-detecting stack, common commands, conventions, and structure. Replaces 30 minutes of manual setup with a one-click draft.

claudemd-security-auditor is an Apify Actor that scans any AI agent project's CLAUDE.md, .claude/hooks, and settings for hardcoded secrets, prompt-injection vectors, destructive commands, and exfiltration channels, returning a severity-ranked JSON + Markdown audit.

Find high-quality GitHub Actions workflow templates by category (deployment / testing / security / Claude Code). Each workflow gets a quality score based on parent repo stars, complexity, tool diversity, and freshness. Useful for DevOps teams bootstrapping new repos.

gh-issue-to-claude-prompts is an Apify Actor that picks the top open issues from any GitHub repo and returns ready-to-paste Claude Code prompts enforcing a 6-step workflow: investigate, plan-approval, implement, test, verify, stop. One paste, one fix.

Fingerprint which AI dev tools a GitHub organization is using. Scans public repos for CLAUDE.md, AGENTS.md, .cursorrules, Copilot instructions, Continue, Aider, Windsurf and reports adoption rate + per-repo signals.

Score any public GitHub repo on AI-readiness. Checks for CLAUDE.md, AGENTS.md, .cursorrules, copilot instructions, .claude/{agents,skills,hooks}, MCP config, AI-tagged CI, and more. Returns 0-100 + AI-Native/Friendly/Curious/Aware/Absent tier + per-signal breakdown.

Scrape Hacker News + Reddit for posts where developers complain about AI coding agents (Claude / Cursor / Copilot / Cline). Ranks each post 0-100 by pain signal so founders and PMs get a fast list of validated MVP ideas without manually browsing for hours.

llms-txt-converter is an Apify Actor that crawls any documentation site and outputs the two GEO-standard files (llms.txt and llms-full.txt) used by ChatGPT, Claude, Perplexity, Gemini, and Bing Copilot to find and cite your docs.

mcp-server-catalog is an Apify Actor that scrapes the top awesome-mcp-server GitHub lists, scores every MCP (Model Context Protocol) server on six quality dimensions (stars, recency, license, description, docs, activity), and returns a ranked dataset of production-ready MCP servers.

Convert any GitHub repository (CLI, library, API client) into a draft Claude Code Skill package (SKILL.md + install.sh + README) so Claude Code users can install that repo's capability as a one-line invocation.

Detect whether each major AI dev tool (Anthropic, OpenAI, Cursor, Vercel, Supabase, etc.) has a public affiliate or referral program. Extract commission rate, cookie window, payout method and restrictions for partnership teams and creators.

Track pricing of all major AI coding tools (Cursor, Claude Code, GitHub Copilot, Aider, Continue, Sourcegraph Cody) and emit a normalized tier-by-tier dataset. For procurement, journalist comparisons, and devs comparing monthly costs without clicking through 7 pricing pages.

Watch anthropics/claude-code releases + commits + CHANGELOG.md for new features, breaking changes, and bug fixes. Emits a structured 'what's new' feed with topic tags (hooks / skills / agents / slash commands) so Claude Code power users can be first to learn about new capabilities.

Aggregate Claude Code help discussions across Reddit (r/ClaudeAI) and GitHub Discussions on claude-code repos. Cluster recurring questions, rank by frequency and engagement, return top Q&A patterns with example answers. Useful for docs teams and support engineers.

Daily diff watcher for Claude Code SKILL.md files across a curated list of GitHub repos. Detects new, updated, and removed Skills by comparing each run's manifest against a cached baseline in the Actor's key-value store.