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MCP server · Science

DAG Studio MCP

· github.com/Black-Swan-Causal-Labs/dagstudio-mcp

Causal DAG analysis: backdoor paths, adjustment sets, bias simulation. Validated against dagitty.

Unclaimed science
InstallView source
34Low

Scored 3 months ago · breakdown

About DAG Studio MCP

DAG Studio MCP is an MCP server in the Science category: causal DAG analysis: backdoor paths, adjustment sets, bias simulation. Validated against dagitty.

Install

From source
git clone https://github.com/Black-Swan-Causal-Labs/dagstudio-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (9)

analyze_dagBackdoor paths, minimal sufficient adjustment sets, identifiability

Parameters not published.

check_overadjustmentDetect adjustment for mediators, colliders, and descendants of exposure

Parameters not published.

classify_effect_modificationClassify effect-modifier structure (direct, indirect, proxy, common-cause, pure interaction)

Parameters not published.

compute_biasEmpirical bias of an adjustment strategy against the simulated truth

Parameters not published.

generate_codeR / Python analysis code for a DAG, plus a one-click DAG Studio URL

Parameters not published.

get_canonical_exampleCanonical teaching DAGs (confounding, M-bias, frontdoor, and others)

Parameters not published.

parse_dagittyParse dagitty DSL (raw or R-wrapped) into the structured DAG model

Parameters not published.

simulate_dataSimulate data from a DAG under user-specified structural coefficients

Parameters not published.

validate_engineRun the full canonical validation suite and report engine version

Parameters not published.

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Questions

About DAG Studio MCP

How do I install DAG Studio MCP?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is DAG Studio MCP safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is DAG Studio MCP still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.