Article Ideas for AI Agents

Overview

Article Ideas works by using Artificial Intelligence to generate article ideas based on a topic. It returns a list of article ideas that you can use for your blog, website, or other content creation needs.

The tool

Once your client is connected to the VerveContext server, this appears in its tool list as ArticleIdeasforAIAgents. 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.

Tool call

{
  "name": "ArticleIdeasforAIAgents",
  "arguments": {
    "topic": "software and technology"
  }
}

You do not name the tool yourself; the model picks it. Asking about software and technology in the terms this source covers is enough for it to reach for ArticleIdeasforAIAgents on its own — naming it explicitly also works, and is the way to force the call.

Connecting

One server URL covers every source 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": {
    "vervecontext": {
      "url": "https://api.vervecontext.com/v1/mcp"
    }
  }
}

Per-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
`topic`Required	string	The topic for which you want to generate article ideas (up to 50 characters)

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.

Result

{
  "status": "ok",
  "error": null,
  "data": {
    "topic": "software and technology",
    "topicIdeas": 3,
    "topics": [
      "The Future of AI: How Artificial Intelligence Will Transform Software and Technology",
      "Cybersecurity in the Modern Age: Protecting Your Data in a Connected World",
      "Cloud Computing Explained: A Beginner's Guide to Understanding the Cloud"
    ]
  }
}

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
`topic`	string	`software and technology`	The topic that was used to generate article ideas
`topicIdeas`	number	`3`	The total number of article ideas generated for the topic
`topics`	array	`["The Future of AI: How Artificial Intelligence Will Transform Software and Technology","Cybersecurity in the Modern Age: Protecting Your Data in a Connected World","Cloud Computing Explained: A Beginner's Guide to Understanding the Cloud"]`	Array of generated article idea titles and headlines for the topic

Why ground on it

A model can produce something that looks like this answer from its training data, and be confidently out of date or simply wrong. This source returns the current value in a shape you can check, which is the difference between an answer you can cite and one you have to hedge.

Point an evaluation at topicIdeas: it is the field most worth pinning a claim to, and it is either present and current or absent — never plausibly invented.

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 source is not part of VerveContext. Check the catalog.
`429`	Out of credits, or a brief rate limit. The message tells them apart.

A call costs 10 credits each time the tool actually runs; a model that reasons about the tool without calling it costs nothing.