Knowledge Graph & Causal Discovery MCP Server

Build knowledge graphs and discover causal relationships from multi-source data, enabling entity resolution, relationship mapping, and causal inference.

8 Tools

Tool	Description
`discover_causal_structure`	Discover causal structure via FCI with KCI tests
`compute_interventional_effects`	Compute interventional effects P(Y
`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

Quick Start

Claude Desktop

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"
      }
    }
  }
}

Cursor

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"
      }
    }
  }
}

Windsurf

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"
      }
    }
  }
}

Authentication

This server requires an Apify API token. Get yours free at Apify Console.

Pricing

Pay-per-use via Apify. See the Apify Store listing for pricing details.

License

Proprietary - available via Apify Store.

Knowledge Graph & Causal Discovery