Overview
Hashtag Generator works by analyzing the text provided and generating hashtags. It uses advanced algorithms to generate hashtags based on the text and returns a list of hashtags.
Live Test Hashtag Generator Skill Skill →
The tool
Once your client is connected to the VerveKit server, this appears in its tool list as HashtagGeneratorSkill. It is read-only and open-world — it fetches and never mutates anything on your side — so most clients call it without asking you to confirm.
{
"name": "HashtagGeneratorSkill",
"arguments": {
"text": "Beautiful sunset at the beach with friends enjoying summer vacation"
}
}You do not name the tool yourself; the model picks it. Asking about Beautiful sunset at the beach with friends enjoying summer vacation in the terms this skill covers is enough for it to reach for HashtagGeneratorSkill on its own — naming it explicitly also works, and is the way to force the call.
Connecting
One server URL covers every skill in the catalog, including this one. Authorization is OAuth: the client opens a browser once, and there is no key to paste into a config file.
{
"mcpServers": {
"vervekit": {
"url": "https://api.vervekit.com/v1/mcp"
}
}
}https://api.vervekit.com/v1/mcpPer-client setup — Claude, Cursor, VS Code, ChatGPT — is on the MCP setup page.
Arguments
These are the properties on the tool's inputSchema, so a well-behaved client validates them before the call is made. Premium arguments are accepted on every plan but only take effect on plans that include them.
| Argument | Type | Description |
|---|---|---|
textRequired | string | The text to generate hashtags from |
countOptionalPremium | number | Number of hashtags to generate. 1 to 10) default 5 |
What the model gets back
The result carries a structuredContent object matching the tool's declared outputSchema, so a client reads fields without parsing prose. status is "ok" and error is null on success; a null field means the value was not available for that input, not that the call failed.
{
"status": "ok",
"error": null,
"data": {
"count": 5,
"hashtags": [
"#adventure",
"#awaits",
"#ready",
"#embark",
"#journey"
]
}
}
Response fields
Paths are relative to data. Premium fields are absent rather than zeroed on plans that do not include them, so check for presence instead of comparing to 0.
| Field | Type | Example | Description |
|---|---|---|---|
countPremium | number | 5 | Total number of hashtags generated for social content |
hashtags | array | ["#adventure","#awaits","#ready"] | Array of generated hashtag strings optimized for engagement |
Failure modes
Errors come back as tool errors carrying a sentence the model can act on, not a bare status code. Error handling covers the full list.
| Status | What it means |
|---|---|
400 / 422 | The arguments did not validate. The message names the offending one. |
401 | The OAuth session is invalid or expired — reconnect the server. |
403 | Blocked by a key restriction or an IP allow-list. Never a bad identity. |
404 | This skill is not part of VerveKit. Check the catalog. |
429 | Out of credits, or a brief rate limit. The message tells them apart. |
A call costs 2 credits each time the tool actually runs; a model that reasons about the tool without calling it costs nothing.
Use cases
- Social Post Scheduling
- Publishing platforms scan scheduled captions and suggest matching hashtags to creators before posts go live.
- Product Tag Generation
- To boost discoverability across social channels, e-commerce stores turn product descriptions into promotional hashtags automatically upon publishing.
- Article Cross Posting
- When syndicating blog posts, marketing dashboards extract relevant tags from article summaries to include in auto-generated promotional tweets.
- Creator Campaign Briefs
- Marketing agencies parse campaign creative briefs into a standardized list of social tags for participating influencers to copy.
Other ways to use Hashtag Generator Skill
Set up Hashtag Generator Skill on VerveKit, or reach the same source a different way. Your VerveKit account and credits work on all of them — one key, one balance.
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