Graphrag
Graphrag extracts key entities and relationships from unstructured text to generate visual graphs, aiding in data understanding & analysis.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add graphrag npx -- -y @trustedskills/graphrag
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"graphrag": {
"command": "npx",
"args": [
"-y",
"@trustedskills/graphrag"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill allows AI agents to process and reason over information presented as graphs. It enables Claude to understand visual data, extract insights from charts and diagrams, and incorporate those findings into its responses. The agent can analyze graph data and provide summaries or answer questions based on the visualized information.
When to use it
- Analyzing financial reports displayed in line graphs.
- Interpreting survey results presented as bar charts.
- Understanding trends from time-series data shown in scatter plots.
- Extracting key findings from complex network diagrams.
Key capabilities
- Graph understanding
- Data extraction from visuals
- Reasoning over graph data
- Integration with text responses
Example prompts
- "Here's a graph of sales figures for the last quarter. Can you summarize the trends?"
- "Analyze this bar chart showing customer satisfaction scores and tell me which product has the lowest rating."
- “Based on this network diagram, who are the most central nodes?”
Tips & gotchas
The agent requires clear visual input in a supported format (e.g., image files). Ensure the graph is legible and well-defined for optimal performance.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.