mcp-random
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| random_integerA | Generate a random integer between min and max (inclusive) |
| random_floatA | Generate a random floating-point number between min and max |
| random_choiceA | Randomly select one item from an array of options |
| random_sampleA | Randomly select multiple unique items from an array (without replacement) |
| random_shuffleA | Return a shuffled copy of the input array |
| random_uuidA | Generate a random UUID v4 |
| random_bytesB | Generate random bytes |
| flip_coinC | Flip a coin (or multiple coins) |
| roll_diceC | Roll dice with specified number of sides |
| random_normalA | Generate a random number from a normal distribution |
| random_weighted_choiceA | Select an option based on weighted probabilities |
| random_passwordB | Generate a secure random password |
| helpA | Get comprehensive documentation for all random functions |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 13 tools
Each tool has a clearly distinct purpose, covering different random distributions, selection methods, and output types. While random_choice, random_sample, and random_weighted_choice all involve selecting from arrays, their behaviors are well-differentiated by descriptions and parameters.
Most tools follow the random_ prefix pattern, but flip_coin, roll_dice, and help deviate. The deviations are intuitive and still readable, but the naming is not fully uniform.
13 tools is well-scoped for a random utility server, covering common categories like number generation, selection, shuffling, bytes, UUIDs, and passwords without unnecessary overlap or bloat.
The tool set is comprehensive for its domain, including uniform and normal distributions, weighted and non-weighted selections, sampling, shuffling, byte generation, passwords, and simple helpers like coin flip and dice roll. No major gaps are evident.