Medium Risk

create_bar_session

Create a new Tabula Bar chart authoring session from a dataset and optional BarSpec draft.

Risk signalsHigh parameter count (77 properties)

Part of the Tabula MCP server.

create_bar_session can modify Tabula MCP data, with no limits today. PolicyLayer puts allow, deny, and rate-limit rules on every call. Live in minutes.

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AI agents use create_bar_session to create or modify resources in Tabula MCP. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.

Without a policy, an AI agent could call create_bar_session repeatedly, creating or modifying resources faster than any human could review. PolicyLayer's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach Tabula MCP.

Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.

policy.json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "create_bar_session": {
      "limits": [
        {
          "counter": "create_bar_session_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

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These attack patterns abuse exactly the kind of access create_bar_session gives an agent. Each links to the full case and the policy that stops it:

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Every attack above starts with a tool call. PolicyLayer checks each one against your policy first, so create_bar_session only ever does what you allow.

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Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.

What does the create_bar_session tool do? +

Create a new Tabula Bar chart authoring session from a dataset and optional BarSpec draft.. It is categorised as a Write tool in the Tabula MCP MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on create_bar_session? +

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

What risk level is create_bar_session? +

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

Can I rate-limit create_bar_session? +

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

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

create_bar_session is provided by the Tabula MCP server (https://www.tabula.click/api/mcp/stream). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Tabula MCP tool call.

Deterministic rules across all 15 Tabula MCP tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

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