Search and cite ASTGL articles about MCP servers, local AI, and AI automation.
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io.github.Jmeg8r/astgl-knowledge is an MCP server that search and cite ASTGL articles about MCP servers, local AI, and AI automation. Its tool list has not been published yet over stdio and http, requires no API key, and scores 67/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"astgl-knowledge": {
"args": [
"-y",
"mcp-astgl-knowledge"
],
"command": "npx"
}
}
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An MCP server that lets AI assistants search and cite content from As The Geek Learns — covering MCP servers, local AI, AI automation, and ASTGL project documentation.
No automated test available for this server. Check the GitHub README for setup instructions.
Five weighted categories — click any category to see the underlying evidence.
No known CVEs.
No package registry to scan.
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An MCP server that lets AI assistants search and cite content from As The Geek Learns — covering MCP servers, local AI, AI automation, and ASTGL project documentation.
When an AI assistant connects to this server, it gains access to 49 indexed entries (articles, tutorials, comparisons, guides, and project docs). Every response includes source URLs back to astgl.ai.
Add to your claude_desktop_config.json:
{
"mcpServers": {
"astgl-knowledge": {
"command": "npx",
"args": ["-y", "mcp-astgl-knowledge"]
}
}
}
Add to your project's .mcp.json:
{
"mcpServers": {
"astgl-knowledge": {
"command": "npx",
"args": ["-y", "mcp-astgl-knowledge"]
}
}
}
{
"mcpServers": {
"astgl-knowledge": {
"command": "npx",
"args": ["-y", "mcp-astgl-knowledge"]
}
}
}
Register via the register tool to get an API key, then add it to your config:
{
"mcpServers": {
"astgl-knowledge": {
"command": "npx",
"args": ["-y", "mcp-astgl-knowledge"],
"env": {
"ASTGL_API_KEY": "astgl_your_api_key_here"
}
}
}
}
search_articlesSearch the knowledge base by query. Returns ranked results with relevance scores and source URLs.
| Parameter | Type | Required | Description |
|---|---|---|---|
query | string | Yes | Search query (e.g., "how to build an MCP server") |
limit | number | No | Max results, 1-20 (default: 5) |
content_type | string | No | Filter by type: article, tutorial, faq, comparison, guide, newsletter, project |
get_answerGet a direct answer to a specific question. Prefers FAQ entries for concise responses.
| Parameter | Type | Required | Description |
|---|---|---|---|
question | string | Yes | A specific question (e.g., "What is an MCP server?") |
content_type | string | No | Filter by content type |
get_tutorialGet step-by-step instructions from tutorial and guide content.
| Parameter | Type | Required | Description |
|---|---|---|---|
query | string | Yes | What you want to learn (e.g., "setup Ollama on Mac") |
compare_topicsSide-by-side comparison of two topics.
| Parameter | Type | Required | Description |
|---|---|---|---|
topic_a | string | Yes | First topic |
topic_b | string | Yes | Second topic |
get_latestGet the most recently added content.
| Parameter | Type | Required | Description |
|---|---|---|---|
limit | number | No | Max results, 1-20 (default: 5) |
list_topicsBrowse all topics in the knowledge base with content types and section headings.
registerRegister your email to unlock 500 queries/day (up from 50).
| Parameter | Type | Required | Description |
|---|---|---|---|
email | string | Yes | Your email address |
| Type | Count | Description |
|---|---|---|
| article | 29 | Informational content about MCP, local AI, automation |
| project | 9 | ASTGL project documentation (KlockThingy, Revri, Cortex, etc.) |
| tutorial | 8 | Step-by-step how-to guides |
| comparison | 2 | Side-by-side topic analysis |
| guide | 1 | Comprehensive reference material |
| newsletter | — | Personal updates and announcements |
| faq | — | Primarily Q&A content |
| Tier | Limit | How to Get |
|---|---|---|
| Public | 50 queries/day | Default (anonymous) |
| Registered | 500 queries/day | Use the register tool with your email |
Limits reset at midnight UTC. Rate limit info is included in every response.
The knowledge base is pre-built from ASTGL articles using