binomial_probability
Calculate binomial distribution probability P(X=k) and cumulative probabilities for n trials with probability p.
This record as markdown: /tools/io-github-malamutemayhem-unclick-mcp-server/binomial-probability.md
What binomial_probability does on UnClick
AI agents call binomial_probability to retrieve information from UnClick without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
| Parameter | Type | Required | Description |
|---|---|---|---|
k | number | Yes | Number of successes (0 to n). |
n | number | Yes | Number of trials (0-1000). |
p | number | Yes | Probability of success per trial (0 to 1). |
Parameters from the server's own tool schema.
Why binomial_probability is rated Low
This is a statistical calculator that performs mathematical computations on provided parameters and returns results. It has no capability to modify data, execute arbitrary code, access external systems, delete information, or commit financial transactions. The function is deterministic and read-only in nature, making it the lowest-risk category.
From the tool's definition Tool name 'binomial_probability' and description indicate it 'Calculate[s] binomial distribution probability P(X=k) and cumulative probabilities for n trials with probability p' — a pure mathematical computation that retrieves or derives statistical values…
Attacks that exploit this kind of access
The rule that runs binomial_probability safely
PolicyLayer is an MCP gateway: it sits between your AI agents and UnClick, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For binomial_probability, this is the rule to start with:
binomial_probability is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect UnClick, apply this rule, and every binomial_probability call is checked against it from then on.
Questions about binomial_probability
Calculate binomial distribution probability P(X=k) and cumulative probabilities for n trials with probability p. It is categorised as a Read tool in the UnClick MCP Server, which means it retrieves data without modifying state.
binomial_probability accepts 3 parameters: k, n, p. Required: k, n, p. The full parameter table on this page comes from the server's own tool schema.
Register the UnClick MCP server in PolicyLayer and add a rule for binomial_probability: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches UnClick. Nothing to install.
binomial_probability is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the binomial_probability rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for binomial_probability. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
binomial_probability is provided by the UnClick MCP server (@unclick/mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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