# Vinit-Gautam-22/Causal Inference MCP Server

Source: https://glimind.com/server/glama%2Fvinit-gautam-22%2Fcausal-inference-mcp-server
Registry id: `glama/vinit-gautam-22/causal-inference-mcp-server`
Status: unknown

## Tools (4)

- `check_assumptions`: Meta-tool that takes diagnostic fields from diff_in_diff, synthetic_control, or propensity_matching and returns a plain-language pass/warning/fail verdict on as
- `diff_in_diff`: Estimate a treatment effect using Difference-in-Differences on panel data. Returns the ATT estimate, standard error, p-value, 95% CI, and a pre-trend diagnostic
- `propensity_matching`: Estimate a treatment effect using propensity score matching: logistic propensity scores, nearest-neighbor matching on the logit, matched ATT, and covariate bala
- `synthetic_control`: Estimate a treatment effect using the Synthetic Control method: builds a weighted combination of donor (control) units matching the treated unit's pre-treatment

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.