Reddit & X data for AI agents over MCP. Semantic search, hosted, no Reddit API.
Quick Install
Automated & IDE SetupCopy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.
Manual Client & Custom JSON ConfigExpand JSON ▾
Client Config & Setup
Remote HTTPChoose your client or environment
Target File:
💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Capabilities & Tool Schemas (6)
Inspect callable tools, capabilities, and parameters exposed to AI agents by Prowlo — Reddit & X for AI agents.
search_datasetSemantic search over your Dataset (Reddit + X), ranked by relevance
reddit_searchLive Reddit search across subreddits
list_recordsList and fetch typed records (cursor-paginated)
read_postFull post body + comment threads
list_subreddit_postsRecent posts from a subreddit
list_watchersManage Watchers — what Prowlo ingests into your Dataset
Documentation Overview
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 — via Prowlo's own independent, hosted crawl, 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 — an independent hosted crawl, filtering, 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)
Claude Code
Clients without native HTTP MCP (stdio bridge)
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.
Related MCP Servers
Adoption & maintenance
Factual signals from GitHub, npm, and our automated checks — not a rating.
npm downloads
6M
Package downloads in the last 30 days.
Last commit
1mo ago
Most recent push to the default branch.
Tools exposed
6
Callable tools this server registers over MCP.
Reviews
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Frequently Asked Questions about Prowlo — Reddit & X for AI agents
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CategorySocial Media
11/15 checks healthy over the last 45d
49Quality signal: Fair · 49/100How this signal is calculated ▾
Server availabilityNot measured
Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.
Verified ownership7/20
Documentation & tools24/30
Adoption & activity6/15
Community engagement0/10
A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.
Supply-chain signal
1 high-severity advisory on record for this package. Most advisories affect transitive dependencies and may not be exploitable in this server's actual usage — this is a directional signal, not a security audit.
Critical 1High 0Medium 0Low 0
Scanned 25d ago via OSV.dev · https://api.prowlo.com/mcp (npm)
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