add_few_shot_examples

A write tool on the MCP Framework Personal MCP server.

SERVERMCP Framework Personal SOURCEinggerman/mcps

Medium RISK CLASS

Category Write

Parameters 00 required

Recommended Rate-limitedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/inggerman-mcps/add-few-shot-examples.md

WHAT IT DOES

What add_few_shot_examples does on MCP Framework Personal

AI agents use add_few_shot_examples to create or update resources in MCP Framework Personal, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your MCP Framework Personal environment.

RISK

Why add_few_shot_examples is rated Medium

The 'add_' prefix indicates data creation/modification rather than retrieval or deletion. In the context of a prompt engineering server (mentioned in server description), this likely adds examples to a few-shot prompt template or learning set, which is reversible (can be removed or updated later). Without a description, confidence is moderate.

From the tool's definition Tool name 'add_few_shot_examples' suggests creating or appending examples to a collection, consistent with Write operations that modify data reversibly. Description is empty, limiting confidence.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs add_few_shot_examples safely

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

add_few_shot_examples Rate-limited

add_few_shot_examples stays usable, but capped: an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "add_few_shot_examples": {
      "limits": [
        {
          "counter": "add_few_shot_examples_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

LIMIT THIS TOOL → Instant setup, no code required.

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

FAQ

Questions about add_few_shot_examples

What does the add_few_shot_examples tool do? +

add_few_shot_examples is a write tool on the MCP Framework Personal MCP server. It is categorised as a Write tool in the MCP Framework Personal MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on add_few_shot_examples? +

Register the MCP Framework Personal MCP server in PolicyLayer and add a rule for add_few_shot_examples: 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 MCP Framework Personal. Nothing to install.

What risk level is add_few_shot_examples? +

add_few_shot_examples is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit add_few_shot_examples? +

Yes. Add a rate_limit block to the add_few_shot_examples 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 add_few_shot_examples completely? +

Set action: deny in the PolicyLayer policy for add_few_shot_examples. 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 add_few_shot_examples? +

add_few_shot_examples is provided by the MCP Framework Personal MCP server (inggerman/mcps). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

KEEP EXPLORING

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