Search Grandpa's AI research on age reversal, robotics, AI, and space — 5 read-only MCP tools.
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Retrieve a full research article by its path. Use paths from search results.
Article path, e.g. 'age-reversal/categories/01-epigenetic-reprogramming.md'
'markdown' for full article, 'summary' for metadata + first paragraph
This tool isn't marked read-only, so it may change something on the server or in an account you connected.
Retrieve a full research article by its path. Use paths from search results.
| Argument | Type | Description |
|---|---|---|
| path* | string | Article path, e.g. 'age-reversal/categories/01-epigenetic-reprogramming.md' |
| format | string | 'markdown' for full article, 'summary' for metadata + first paragraph |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"path"
],
"properties": {
"path": {
"type": "string",
"description": "Article path, e.g. 'age-reversal/categories/01-epigenetic-reprogramming.md'"
},
"format": {
"enum": [
"markdown",
"summary"
],
"type": "string",
"default": "markdown",
"description": "'markdown' for full article, 'summary' for metadata + first paragraph"
}
}
}Get the most recently updated research articles.
| Argument | Type | Description |
|---|---|---|
| count | number | Number of articles (default 5, max 20) |
| category | string | Optional filter by top-level category |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"count": {
"type": "number",
"default": 5,
"description": "Number of articles (default 5, max 20)"
},
"category": {
"type": "string",
"description": "Optional filter by top-level category"
}
}
}Get the full hierarchical topic tree from grandpasai.com with page URLs.
No arguments.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {}
}List all research categories and subcategories with article counts.
No arguments.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {}
}Full-text search across Grandpa's AI research corpus. Returns ranked results with titles, summaries, and article paths.
| Argument | Type | Description |
|---|---|---|
| query* | string | Search query — words or phrases to find in the research |
| category | string | Optional filter: 'age-reversal', 'artificial-intelligence', 'humanoid-robotics', 'space-colonization', or 'custom' |
| maxResults | number | Maximum number of results (default 10, max 25) |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"query"
],
"properties": {
"query": {
"type": "string",
"description": "Search query — words or phrases to find in the research"
},
"category": {
"type": "string",
"description": "Optional filter: 'age-reversal', 'artificial-intelligence', 'humanoid-robotics', 'space-colonization', or 'custom'"
},
"maxResults": {
"type": "number",
"default": 10,
"description": "Maximum number of results (default 10, max 25)"
}
}
}