Random MCP

Generate random values and probability distribution samples.

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What it can do

  • Random Int: Generate one or more integer results from the selected probability distribution. distribution defaults to uniform when omitted. uniform: {min,max}, with both endpoints inclusive. bernoulli
  • Random Double: Generate one or more floating-point results from the selected probability distribution. distribution defaults to uniform when omitted. uniform: {min,max}, using the half-open interval [
  • Random Choice: Select strings from choices. Optional weights select proportionally to nonnegative weights. Set with_replacement to false to prevent the same choice position from being selected more th

What data it sees

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No: the server works without sign-in

Generate random values and probability distribution samples.

Server tool list (3)

Raw names from tools/list. Only developers need these.

random_intGenerate one or more integer results from the selected probability distribution. distribution defaults to uniform when omitted. uniform: {min,max}, with both endpoints inclusive. bernoulli: {probability}. binomial: {trials,probability}. poisson: {lambda}. count is the number of values to generate and defaults to 1.
random_doubleGenerate one or more floating-point results from the selected probability distribution. distribution defaults to uniform when omitted. uniform: {min,max}, using the half-open interval [min,max). normal: {mean,standard_deviation}. lognormal: {mu,sigma}, where log(X) is normal(mu,sigma); overflow is clamped to the largest finite double. exponential: {rate}. count is the number of values to generate and defaults to 1.
random_choiceSelect strings from choices. Optional weights select proportionally to nonnegative weights. Set with_replacement to false to prevent the same choice position from being selected more than once.
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