V2.ai Insights Scraper MCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| OPENAI_API_KEY | Yes | Your OpenAI API key for GPT-4 summarization |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| get_latest_postsB | Retrieves the latest blog posts with metadata |
| summarize_postC | Returns a summary of the blog post at the specified index |
| get_post_contentC | Returns the full content of the blog post at the specified index |
| get_contentful_postsC | Fetch posts directly from Contentful CMS (if configured) |
| search_blogsC | Search blog posts across all content using text query. Searches titles, content, authors, and other fields. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 5 tools
Most tools have distinct purposes, but there is some potential overlap between get_latest_posts and get_contentful_posts, as both retrieve posts, though the latter is conditional on Contentful configuration. The other tools (get_post_content, search_blogs, summarize_post) are clearly differentiated by their specific actions on blog content.
All tool names follow a consistent verb_noun pattern with snake_case, such as get_contentful_posts, get_latest_posts, get_post_content, search_blogs, and summarize_post. This uniformity makes the tool set predictable and easy to understand.
With 5 tools, the server is well-scoped for its purpose of scraping and analyzing blog content. Each tool serves a specific function in the workflow, from fetching and searching to summarizing posts, without being overly sparse or bloated.
The tool set covers core operations for blog content retrieval and analysis, including fetching, searching, and summarizing. However, there is a minor gap in update or delete operations, which might be outside the scraper's scope, but could limit full lifecycle management if needed.