generate_ngrams

Generate n-grams from text.

SERVERTinyFn SOURCEhttps://api.tinyfn.io/mcp/all/

Low RISK CLASS

Category Read

Parameters 21 required

Recommended Allowedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/io-tinyfn-tinyfn/generate-ngrams.md

WHAT IT DOES

What generate_ngrams does on TinyFn

AI agents call generate_ngrams to retrieve information from TinyFn 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
`n`	integer	—	N-gram size
`text`	string	Yes	Text to generate n-grams from

Parameters from the server's own tool schema.

RISK

Why generate_ngrams is rated Low

This tool performs a deterministic text analysis operation (generating n-grams) with no external interactions, data storage, or modifications. It reads input text and returns derived data, consistent with the server's stated purpose of deterministic tools.

From the tool's definition Generate n-grams from text — purely transforms/analyzes input text with no side effects

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs generate_ngrams safely

PolicyLayer is an MCP gateway: it sits between your AI agents and TinyFn, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For generate_ngrams, this is the rule to start with:

generate_ngrams Allowed

generate_ngrams is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "generate_ngrams": {}
  }
}

ALLOW ONLY THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect TinyFn, apply this rule, and every generate_ngrams call is checked against it from then on.

FAQ

Questions about generate_ngrams

What does the generate_ngrams tool do? +

Generate n-grams from text. It is categorised as a Read tool in the TinyFn MCP Server, which means it retrieves data without modifying state.

What parameters does generate_ngrams accept? +

generate_ngrams accepts 2 parameters: n, text. Required: text. The full parameter table on this page comes from the server's own tool schema.

How do I enforce a policy on generate_ngrams? +

Register the TinyFn MCP server in PolicyLayer and add a rule for generate_ngrams: 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 TinyFn. Nothing to install.

What risk level is generate_ngrams? +

generate_ngrams is a Read tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit generate_ngrams? +

Yes. Add a rate_limit block to the generate_ngrams 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.

How do I block generate_ngrams completely? +

Set action: deny in the PolicyLayer policy for generate_ngrams. 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.

What MCP server provides generate_ngrams? +

generate_ngrams is provided by the TinyFn MCP server (https://api.tinyfn.io/mcp/all/). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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