Give your AI agent eyes on Reddit & X.
Reddit, X, and more — clean and filtered, over MCP. Your agent already knows your product; now it can see what your market is saying, and act on it. Exa, but for social.
Works with Claude, Cursor & ClineExa, but for social →Animated demo: an AI agent scans hundreds of Reddit and X posts through Prowlo, keeps the few high-intent ones, runs a draft in a sandbox, and sends a Slack digest.
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already knows your product.
Give it 
.
It finds and qualifies the threads worth replying to, drafts the reply with your context — and you post. Lead generation is the sharpest use; research and monitoring fall out of the same access.
“How do I get my first users?”— every week on r/SaaS
They're already asking.
Right now someone on Reddit is describing the exact problem you built for. Watchers collect those threads 24/7; your agent hands you the ones worth answering, drafted and ready to review.
“Every sub bans self-promo — my post got removed twice.”— every week on r/SaaS
Answering isn't promo. And Prowlo never posts.
Read-only by design: no auto-posting, no auto-comments, no DMs. Your agent finds and drafts; you post from your own account. Nothing goes live that you didn't approve.
“I spend hours scrolling Reddit and can't tell what worked.”— every week on r/SaaS
The burnout is the digging, not the replying.
Your agent searches everything your Watchers collected — by meaning, not keyword luck — and turns a pile of raw threads into the three worth your time. Ten minutes a day, not an evening.
Setup is a sentence, not a dashboard: tell your agent what you sell — it creates the Watchers itself.
From firehose to signal your agent can use.
Prowlo does the watching and filtering so your agent gets ranked signal, not a raw firehose. Every step is automatic and inspectable.
Pick the subreddits that matter and drop your keywords into Keyword Monitor — it searches all of Reddit daily. Hot subs are checked every few minutes, so new threads surface in minutes, not in tomorrow's digest.
Spam, low-effort posts, bots, and off-topic noise get dropped automatically. Most raw posts never reach you — you only see threads worth a human's time.
Every surviving thread gets a vector embedding and lands in your Dataset — your agent ranks and searches it by meaning, not just keywords.
Read it in your feed, get a Slack or webhook alert, or query it from Claude over MCP — clean typed JSON your agent can reason over and cite.
Already finding customers, in production.
Early customers and our own products run on the same Watchers and the same MCP you get — no special setup, no demo data.
“I was running my own open-source MCP servers + custom AI agents to monitor Reddit — spending $180–$220/month between API calls, server costs, and constant tweaking. After switching to Prowlo I shut the whole MCP setup down. Now I pay a fraction of that and get cleaner data, semantic search, and structured records my agent can actually use. ~70% reduction in spend.”
Neil J. — Founder, RankRolo
“We previously used a tool that only let us monitor a small, manually-defined list of subreddits (~10 max). Prowlo changed the game by tracking a wide range and surfacing only the relevant ones for our 3D furniture rendering service. We landed 4 new customers in our first month and a half that we’d never have found otherwise.”
Airidas Juskaitis — Founder, Furnimesh
Social listening, across all of Reddit.
Keyword Monitor tracks your brand, competitors, and category phrases Reddit-wide — each keyword searched daily, every mention tagged and embedded for your agent. 20 keywords on the $19/mo plan.
The listening suites charge hundreds a month for this coverage. Prowlo includes it in the one $19/mo plan.
Your social data, in the tools you already use.
Every watched thread and Keyword Monitor match — read it in Prowlo, get it in Slack, or query it from Claude and Cursor over MCP. Same clean data everywhere.
They search by meaning
Every record — from your Watchers and Keyword Monitor alike — ships with a vector embedding. One MCP call returns the top matches by meaning — no keyword guessing, no boolean strings to babysit.
("CRM" OR "C.R.M") AND (hate OR frustrat*) -hiringsearch_dataset("posts about CRM frustration")
They parse JSON, not HTML
No DOM parsing, no fragile selectors, no HTML to strip. Records are typed, versioned, schema-stable. Add a field, we bump the version — your agent never breaks on a redesign.
<div class="_3xQ2 _1mNa _0zT">
<span class="md">Our CRM fights us…</span>
<a href="/r/saas/…">↗</a>
</div> <!-- selector moved -->{ "id": "rdt_1a2b3c", "source": "reddit",
"channel": "r/saas", "permalink": "/r/saas/…",
"embedding": [768], "version": "v1" }They iterate, then cite
Every record carries a stable ID, a permalink, an author, and timestamps. Your agent can cite it, dedupe it across calls, or follow it back to the original thread in one hop.
They retry, then resume
Cursor-based pagination, idempotent reads, rate-limit headers in every response. If your agent gets interrupted, it resumes exactly where it left off — no replays, no missed pages.
{ "next_cursor": "eyJvIjo1MH0", "has_more": true }One endpoint.
Every network.
Call it from Claude or Cursor over MCP, or hit the REST API directly. You get clean, typed, schema-stable JSON — same shape whether the source is Reddit, X, or something we add tomorrow. Never maintain a scraper again.
{
"items": [{
"id": "rdt_1a2b3c",
"source": "reddit",
"channel": "r/MachineLearning",
"type": "post",
"author": "u/devops_alice",
"title": "We moved off Pinecone to Qdrant",
"text": "After six months on Pinecone we hit cost ceiling…",
"score": 247,
"language": "en",
"created_at": "2026-06-04T14:22:18Z",
"permalink": "https://reddit.com/r/MachineLearning/…",
"match_score": 0.84
}],
"next_cursor": "eyJ0cyI6MTcxNzQzNDU0MH0",
"filtered_out": 184
}Free 14-day trial, then $19/mo.
Start with a 14-day free trial — no card. Then $19/mo for 25 Watchers across subreddits, Reddit users, Hacker News, Mastodon, RSS & X (checked hourly) plus Keyword Monitor (20 keywords searching all of Reddit) — served to your agent over MCP.
Questions, answered plainly.
What is Prowlo, in one line?
Social access for your AI agent. Add the MCP server to Claude, Cursor, or any client, and your agent can read and reason over Reddit, X, and more — filtered and ranked, not a raw firehose.
How does the MCP part work?
One install. Your agent gets tools to search social and pull the items that matter — typed JSON, no glue code. Works with Claude, Claude Code, Cursor, and Cline.
What makes this better than a free Reddit MCP?
Most free Reddit MCPs broke in May 2026, when Reddit started returning 403 on the unauthenticated endpoints they relied on. Prowlo runs its own hosted crawl, so it keeps working — and a Watcher is a memory, not a one-off peek: it filters and ranks first, then embeds every record into a Dataset your agent can search and cite over time.
Will Prowlo post anything for me?
Never. Prowlo is read-only. Your agent can find, rank, and analyze, but any posting is yours — always a human in the loop.
What platforms does Prowlo cover?
Reddit, X (Twitter), Hacker News, Mastodon, and RSS — all crawled into a single searchable Dataset. Reddit and X are the main marketing hook because that's where most product conversations happen, but the same Watcher system indexes HN, Mastodon, and generic RSS feeds into the same corpus your agent searches.
How much does Prowlo cost?
Free 14-day trial, no credit card required. After the trial it's $19/mo — or $190/yr with two months free: 25 Watchers (subreddits, Reddit users, Hacker News, Mastodon, RSS & X) checked hourly, Keyword Monitor with 20 keywords searching all of Reddit, semantic search over your Dataset, MCP + REST + webhooks. Scale and Team tiers are available for heavier agent workloads.
What is a Watcher?
A Watcher is a persistent crawl rule. You define the channels you care about — subreddits, X accounts, HN keywords, or a keyword search across all of Reddit — plus optional prefilter rules (upvote threshold, flair, regex). Prowlo crawls only those channels on a regular cadence and indexes every matching record into your Dataset. No Watchers, no crawl — the system only fetches what you've asked for.
How is Prowlo different from F5Bot, GummySearch, or other monitoring tools?
Alert-based monitoring tools (F5Bot, Syften, Octolens) deliver keyword hits to a human inbox — great for personal triage, not for agents. Prowlo gives your AI agent a semantically-searchable Dataset over MCP: every record is embedded and queryable by meaning, not just keyword match, and the agent calls the tools directly without a human relay step. See the full comparison at prowlo.com/blog/f5bot-vs-syften-vs-octolens-vs-prowlo.
From the blog.
Field notes on AI agents, MCP, and giving them access to social.
Give your AI agent social access in minutes.
Install the MCP, point your agent at Reddit, and watch it work. Free to start, no card.