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.
README
Prowlo MCP — Reddit & X for AI agents
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 connector → Connect → 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
- Homepage: https://prowlo.com
- MCP setup: https://prowlo.com/docs/mcp-setup
- Integration guides (Claude / Cursor / Cline / Windsurf): https://prowlo.com/integrations/claude-mcp
- Pricing: https://prowlo.com/pricing
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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