High-risk tools in Cellrank

High severity Cellrank MCP Server 5 of 9 tools

5 of the 9 tools in Cellrank are classified as high risk. This page profiles those tools specifically, with recommended policy actions and the attack patterns that target them.

Every operation listed below is an action PolicyLayer recommends controlling at the transport layer. Open any tool to see the full profile, risk score, and YAML policy snippet.

Tools at high risk

compute_fate_probabilities Execute

Compute fate probabilities for cells.
compute_transition_matrix Execute

Compute transition matrix for a specified kernel using appropriate parameters.
create_and_fit_gpcca Execute

Generalized Perron Cluster Cluster Analysis (GPCCA), Use it to compute macrostates.
create_kernel Execute

Create a CellRank kernel based on the specified type and parameters.
predict_initial_states Execute

Compute initial states from macrostates using coarse_stationary_distribution.

Attacks that target this class

High-risk tools in any server share these documented attack patterns. Each links to the full case and the defensive policy.

High-risk tools in Cellrank

Tools at high risk

Attacks that target this class

More on Cellrank

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