Real-time Reddit + Hacker News sensing: trending, mention velocity, sentiment, emerging terms.
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Newly FIRST-APPEARING terms from our rolling novelty ledger (Reddit/HN newest posts + the 24/7 idea_intel loop). Surfaces words/phrases/tickers we just started seeing — early-signal detection for new products, memes, projects, or narratives. Each row carries a first_seen date + sample.
Only terms first seen within N days (default 14).
Max terms (default 25).
This tool isn't marked read-only, so it may change something on the server or in an account you connected.
Newly FIRST-APPEARING terms from our rolling novelty ledger (Reddit/HN newest posts + the 24/7 idea_intel loop). Surfaces words/phrases/tickers we just started seeing — early-signal detection for new products, memes, projects, or narratives. Each row carries a first_seen date + sample.
| Argument | Type | Description |
|---|---|---|
| days | number | Only terms first seen within N days (default 14). |
| limit | number | Max terms (default 25). |
{
"type": "object",
"properties": {
"days": {
"type": "number",
"description": "Only terms first seen within N days (default 14)."
},
"limit": {
"type": "number",
"description": "Max terms (default 25)."
}
}
}Mention COUNT + VELOCITY + SENTIMENT for a term, ticker ($AAPL), brand, or product across Reddit + Hacker News over a time window. Returns total mentions, day-by-day buckets, a velocity (rising/falling) signal, lexical sentiment breakdown, and the top posts. Use for brand-watch, ticker-buzz, product-launch tracking, or trend-confirmation. Live data.
| Argument | Type | Description |
|---|---|---|
| days | number | Look-back window in days (default 7, max ~30). |
| term* | string | The term/ticker/brand/product to track, e.g. 'Claude', '$NVDA', 'Notion'. |
| subreddit | string | Optional: restrict the Reddit side to one subreddit. |
{
"type": "object",
"required": [
"term"
],
"properties": {
"days": {
"type": "number",
"description": "Look-back window in days (default 7, max ~30)."
},
"term": {
"type": "string",
"description": "The term/ticker/brand/product to track, e.g. 'Claude', '$NVDA', 'Notion'."
},
"subreddit": {
"type": "string",
"description": "Optional: restrict the Reddit side to one subreddit."
}
}
}What is SURGING on Reddit + Hacker News right now. Returns a ranked list of terms/topics by real-time momentum (recency-weighted engagement across newest posts), scoped to a subreddit or overall. Use to answer 'what's trending on r/<x>' / 'what is the internet talking about today'. Live data from Arctic Shift (Reddit) + HN Algolia — no stale snapshot.
| Argument | Type | Description |
|---|---|---|
| limit | number | Max trending terms (default 15). |
| subreddit | string | Limit to one subreddit, e.g. 'wallstreetbets' or 'r/SaaS'. Omit for overall (Reddit + HN). |
{
"type": "object",
"properties": {
"limit": {
"type": "number",
"description": "Max trending terms (default 15)."
},
"subreddit": {
"type": "string",
"description": "Limit to one subreddit, e.g. 'wallstreetbets' or 'r/SaaS'. Omit for overall (Reddit + HN)."
}
}
}Top recent posts and the dominant discussion THEMES for a query across Reddit + Hacker News. Use to quickly understand 'what are people saying about X' — the actual posts plus the co-occurring themes/angles. Each post carries score, comments, sentiment and a link. Live data.
| Argument | Type | Description |
|---|---|---|
| days | number | Look-back window in days (default 14). |
| limit | number | Max posts (default 12). |
| query* | string | What to look up, e.g. 'vision pro returns' or 'rust vs go'. |
| subreddit | string | Optional: restrict the Reddit side to one subreddit. |
{
"type": "object",
"required": [
"query"
],
"properties": {
"days": {
"type": "number",
"description": "Look-back window in days (default 14)."
},
"limit": {
"type": "number",
"description": "Max posts (default 12)."
},
"query": {
"type": "string",
"description": "What to look up, e.g. 'vision pro returns' or 'rust vs go'."
},
"subreddit": {
"type": "string",
"description": "Optional: restrict the Reddit side to one subreddit."
}
}
}