Prowlo

What is Prowlo?

Prowlo is a hosted MCP server that provides AI agents with clean, semantically-searchable Reddit (and X, rolling out) data via residential proxy crawling, without needing Reddit API credentials. It is designed for use with Claude, Cursor, Cline, and any other MCP client.

How to use Prowlo?

Connect by adding the endpoint https://api.prowlo.com/mcp via OAuth (recommended) or by configuring it as a custom connector in your MCP client’s settings. Use the provided tools — such as search_dataset, reddit_search, or read_post — to search and retrieve Reddit data semantically.

Key features of Prowlo

• Semantic search over persistent Dataset with vector embeddings.
• Clean typed JSON output — no HTML scraping needed.
• Read-only access for finding and ranking content.
• Residential proxy crawling — no Reddit API credentials required.
• Multi-channel delivery: MCP, REST, webhooks, Slack/email alerts.

Use cases of Prowlo

• Monitor subreddits for trending topics or opinions.
• Find high-intent users asking for product alternatives.
• Retrieve full post and comment threads for analysis.
• Build a persistent, semantic dataset for ongoing research.

FAQ from Prowlo

How does Prowlo differ from free Reddit MCP servers?

Free servers broke in 2026 when Reddit began returning 403 errors on unauthenticated endpoints. Prowlo uses residential proxies and a full crawl pipeline, so it keeps working without any API credentials.

Do I need to install anything?

No, Prowlo is a hosted service — nothing to install. The server lives at https://api.prowlo.com/mcp.

What tools are available?

Tools include semantic search (search_dataset), live Reddit search (reddit_search), listing/fetching records, reading posts and comments, and managing watchers.

Is there a free trial?

Yes, there is a 14-day free trial. After that, the service costs $19 per month.

Where does the data live?

Data is stored in a persistent Dataset with vector embeddings, enabling semantic search by meaning rather than just keywords.