Knowledge Graph Causal Discovery Mcp — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited Knowledge Graph Causal Discovery Mcp (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Build knowledge graphs and discover causal relationships from multi-source data, enabling entity resolution, relationship mapping, and causal inference.
| Tool | Description | |
|---|---|---|
discover_causal_structure | Discover causal structure via FCI with KCI tests | |
compute_interventional_effects | Compute interventional effects P(Y | do(X)) via do-calculus |
simulate_counterfactuals | Simulate counterfactual outcomes via twin network method | |
extract_causal_claims_literature | Extract causal claims from academic literature via NLP | |
embed_causal_knowledge_graph | Embed causal knowledge graph via RotatE embeddings | |
estimate_causal_effect_tmle | Estimate causal effects via TMLE with Super Learner | |
check_graph_consistency | Check causal graph consistency via sheaf cohomology | |
attribute_source_contribution | Attribute data source contributions via Shapley values |
AI/Research
Add to claude_desktop_config.json:
{
"mcpServers": {
"knowledge-graph-causal-discovery-mcp": {
"url": "https://ryanclinton--knowledge-graph-causal-discovery-mcp.apify.actor/mcp",
"headers": {
"Authorization": "Bearer YOUR_APIFY_TOKEN"
}
}
}
}Add to .cursor/mcp.json:
{
"mcpServers": {
"knowledge-graph-causal-discovery-mcp": {
"url": "https://ryanclinton--knowledge-graph-causal-discovery-mcp.apify.actor/mcp",
"headers": {
"Authorization": "Bearer YOUR_APIFY_TOKEN"
}
}
}
}Add to your MCP configuration:
{
"mcpServers": {
"knowledge-graph-causal-discovery-mcp": {
"serverUrl": "https://ryanclinton--knowledge-graph-causal-discovery-mcp.apify.actor/mcp",
"headers": {
"Authorization": "Bearer YOUR_APIFY_TOKEN"
}
}
}
}This server requires an Apify API token. Get yours free at Apify Console.
Pay-per-use via Apify. See the Apify Store listing for pricing details.
knowledge-graph causal-inference entity-resolution research ai
Proprietary - available via Apify Store.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.