Prowlo

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Prowlo is a hosted, MCP-native social data layer for AI agents. It turns Reddit (and X, rolling out) into clean, structured data without ever touching the Reddit API, filters out spam and noise, and embeds every record for semantic search. Your agent connects with one OAuth URL and gets typed JSON over MCP: search a Dataset by meaning, pull full threads with comments, and run live Reddit passthrough — no HTML scraping, no API credentials, no glue code. Unlike the free Reddit MCP servers that started returning 403 when Reddit blocked unauthenticated access in 2026, Prowlo is fully hosted and keeps working. It is read-only by design: your agent finds, ranks, and drafts, and you do any posting. Key Features: - Semantic search over your own Dataset: every post your Watchers ingest is embedded, so your agent queries by meaning instead of keywords and can cite and dedupe across calls. - Watchers as memory, not a notification feed: follow only the subreddits, accounts, and keywords you pick, filter the noise, and build a corpus of your niche that accumulates over time. - No Reddit API dependency: Prowlo sources data through its own hosted pipeline, so there are no API credentials, no per-call fees, and nothing that breaks when Reddit changes access rules. - One schema across networks: Reddit, X, Hacker News, Mastodon, and RSS all return the same typed JSON, so adding a source never breaks your agent. - One-URL OAuth connect: paste https://api.prowlo.com/mcp as a custom connector in Claude, Claude Code, Cursor, or Cline and sign in. An API key is available as a fallback. - 37 MCP tools including search_dataset, reddit_search, list_records, get_record, read_post, read_comments, watcher_create, alert_create, and trend_create. - Alerts and Trends: persistent queries over your Dataset, delivered by webhook or email, alongside a REST API for non-MCP workflows. - Read-only by design: Prowlo never posts, comments, or votes. Example prompts: - "What is r/MachineLearning saying about vector databases this week?" - "Find people on Reddit asking for a GummySearch alternative, ranked by buying intent." - "Track mentions of [competitor] across r/SaaS and summarize the complaints." Pricing: free 14-day trial, no card required, then $19/mo flat. Setup docs: https://prowlo.com/docs/mcp-setup