Knowledge Graph MCP
An MCP server that enables LLMs to build, query, and update a personalized knowledge map for student learning. It features SQLite-backed graph storage, multi-dimensional mastery tracking, spaced repetition scheduling using SM-2, misconception tracking, and intelligent queries to identify knowledge gaps and recommended next steps.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
Checks and signals
Each line is separate evidence, not a trust score.
- Popularity 1 GitHub star
What you can do with it
- Track student learning progress via a knowledge graph
- Schedule spaced repetition reviews based on performance
- Identify knowledge gaps and struggling areas
- Visualize knowledge graphs with Mermaid diagrams
Source and maintenance
- Last repository push
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
knowledge-graph-mcp 0.1.0
{
"version": "0.1.0",
"transport": "stdio",
"identifier": "knowledge-graph-mcp",
"registryType": "pypi",
"environmentVariables": [
{
"name": "KNOWLEDGE_GRAPH_DB_PATH",
"format": "string",
"description": "Custom path for SQLite database file (optional, defaults to ~/.knowledge_graph/knowledge.db)"
}
]
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · repository · passed · metadata changed · updated
- · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown
Connect from your client
Each snippet configures the same source-provided package; replace placeholders before use.
Cursor
{
"mcpServers": {
"knowledge-graph-mcp": {
"command": "uvx",
"args": [
"knowledge-graph-mcp==0.1.0"
],
"env": {
"KNOWLEDGE_GRAPH_DB_PATH": "<YOUR_KNOWLEDGE_GRAPH_DB_PATH>"
}
}
}
}Cline
{
"mcpServers": {
"knowledge-graph-mcp": {
"command": "uvx",
"args": [
"knowledge-graph-mcp==0.1.0"
],
"env": {
"KNOWLEDGE_GRAPH_DB_PATH": "<YOUR_KNOWLEDGE_GRAPH_DB_PATH>"
}
}
}
}VS Code
{
"servers": {
"knowledge-graph-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"knowledge-graph-mcp==0.1.0"
],
"env": {
"KNOWLEDGE_GRAPH_DB_PATH": "<YOUR_KNOWLEDGE_GRAPH_DB_PATH>"
}
}
}
}Claude Desktop
{
"mcpServers": {
"knowledge-graph-mcp": {
"command": "uvx",
"args": [
"knowledge-graph-mcp==0.1.0"
],
"env": {
"KNOWLEDGE_GRAPH_DB_PATH": "<YOUR_KNOWLEDGE_GRAPH_DB_PATH>"
}
}
}
}Let your agent find its tools
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