prowlo-mcp

prowlo-mcp

Enables AI agents to semantically search and access read-only Reddit and X data through a hosted MCP server, with residential proxy crawling and no API credentials required.

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Prowlo MCP — Reddit & X for AI agents

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Hosted MCP server that gives Claude, Cursor, Cline, or any MCP client clean, semantically-searchable Reddit and X data — crawled through residential proxies, read-only, with no Reddit API credentials.

Endpoint: https://api.prowlo.com/mcp · Homepage · Setup docs · Free 14-day trial, then $19/mo


Why a hosted Reddit MCP server?

Most free Reddit MCP servers broke in 2026, when Reddit started returning 403 on the unauthenticated endpoints they relied on. Prowlo runs the whole pipeline for you — residential-proxy crawl, anti-bot, embeddings, and the MCP endpoint — so it keeps working. Connect once and your agent can search, rank, and cite Reddit (and X) over time, instead of taking a one-off peek that breaks next week.

  • Semantic search over a persistent Dataset (vector embeddings) — find by meaning, not keyword regex
  • Clean typed JSON — no HTML scraping, no Reddit API, no glue code
  • Read-only — Prowlo never posts; your agent finds and ranks, you stay in the loop
  • Delivery over MCP + REST + webhooks, plus Slack/email Alerts

Connect in 30 seconds

OAuth (recommended)

Add https://api.prowlo.com/mcp as a custom connectorConnect → sign in. No API key, no JSON, no restart.

Config block (Claude Desktop / Cursor / Cline)

{ "mcpServers": { "prowlo": { "url": "https://api.prowlo.com/mcp" } } }

Claude Code

claude mcp add --transport http prowlo https://api.prowlo.com/mcp

Clients without native HTTP MCP (stdio bridge)

npx mcp-remote https://api.prowlo.com/mcp

See full guides for Claude Desktop, Cursor, Cline, and Windsurf.

Tools

Tool What it does
search_dataset Semantic search over your Dataset (Reddit + X), ranked by relevance
reddit_search Live Reddit search across subreddits
list_records / get_record List and fetch typed records (cursor-paginated)
read_post / read_comments Full post body + comment threads
list_subreddit_posts Recent posts from a subreddit
list_watchers / watcher_create Manage Watchers — what Prowlo ingests into your Dataset

Full reference: https://prowlo.com/docs/api-reference

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."
  • "Summarize the top complaints about <competitor> across r/SaaS this month, with sources."

Sources

  • Reddit — live
  • 🔜 X / Twitter — rolling out
  • 🔜 More social sources

Links


Prowlo is a hosted, commercial service. This repository is documentation and connection examples — there's nothing to install or run; the MCP server lives at https://api.prowlo.com/mcp.

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