load_dataset

Load data from various sources and formats (CSV, JSON, Parquet, SQL, Excel)

SERVERContextForge MCP Gateway SOURCEjrmatherly/mcp-context-forge

Low RISK CLASS

Category Read

Parameters 00 required

Recommended Allowedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/jrmatherly-mcp-context-forge/load-dataset.md

WHAT IT DOES

What load_dataset does on ContextForge MCP Gateway

AI agents call load_dataset to retrieve information from ContextForge MCP Gateway without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

RISK

Why load_dataset is rated Low

This tool retrieves and parses existing data across multiple formats but does not modify, delete, or execute arbitrary operations. It is a read-only data ingestion operation with minimal risk if misused—worst case being unnecessary data fetches or exposure of unintended datasets the agent has access to. No financial, destructive, or code-execution capability is evident.

From the tool's definition Tool name 'load_dataset' and description 'Load data from various sources and formats (CSV, JSON, Parquet, SQL, Excel)' indicate data retrieval only.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs load_dataset safely

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

load_dataset Allowed

load_dataset 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": {
    "load_dataset": {}
  }
}

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

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

FAQ

Questions about load_dataset

What does the load_dataset tool do? +

Load data from various sources and formats (CSV, JSON, Parquet, SQL, Excel). It is categorised as a Read tool in the ContextForge MCP Gateway MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on load_dataset? +

Register the ContextForge MCP Gateway MCP server in PolicyLayer and add a rule for load_dataset: 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 ContextForge MCP Gateway. Nothing to install.

What risk level is load_dataset? +

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

Can I rate-limit load_dataset? +

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

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

load_dataset is provided by the ContextForge MCP Gateway MCP server (jrmatherly/mcp-context-forge). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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