grandpasai
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
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
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| search_researchA | Full-text search across Grandpa's AI research corpus. Returns ranked results with titles, summaries, and article paths. Use this to find research on any topic. |
| get_articleA | Retrieve a full research article by its path. Use the path from search results, or provide a relative path like 'age-reversal/categories/01-epigenetic-reprogramming.md'. |
| list_categoriesA | List all research categories and subcategories with article counts. Use this to understand what's available before searching. |
| get_latest_researchC | Get the most recently updated research articles across all categories. |
| get_topic_treeA | Get the full hierarchical topic tree from grandpasai.com, including all categories, subcategories, and their page URLs. Use this to understand the site structure. |
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
search_research and get_latest_research both surface articles but are separated by query vs recency; list_categories and get_topic_tree overlap in exposing site structure, though one is counts and the other URLs. Minor overlap but descriptions clarify.
All tools follow a snake_case verb_noun pattern (search_research, get_article, list_categories, get_latest_research, get_topic_tree); consistent and predictable.
Five tools form a tight read-only surface for search, retrieval, and browsing; no redundant or missing major operation at this scale.
Covers discovery (search, list, latest, topic tree) and retrieval (get_article), but lacks a direct 'list articles in a category' or pagination control. Read-only domain so no CRUD expected; minor gap.