transkribus_recog_get_validation_gt_by_htr

Get validation ground truth data for a recognition model.

SERVERTranskribus SOURCE@lazyants/transkribus-mcp-server

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/io-github-lazyants-transkribus/transkribus-recog-get-validation-gt-by-htr.md

WHAT IT DOES

What transkribus_recog_get_validation_gt_by_htr does on Transkribus

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

RISK

Why transkribus_recog_get_validation_gt_by_htr is rated Low

This tool retrieves validation ground truth data, a read-only operation. No data is modified, deleted, executed, or committed. The ground truth data appears to be historical or reference data used for model validation, not sensitive financial or destructive data. The blast radius of misuse is limited to information disclosure.

From the tool's definition Tool name includes 'get' and description states 'Get validation ground truth data for a recognition model' — retrieval operation with no modification, deletion, or execution of external operations.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs transkribus_recog_get_validation_gt_by_htr safely

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

transkribus_recog_get_validation_gt_by_htr Allowed

transkribus_recog_get_validation_gt_by_htr 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": {
    "transkribus_recog_get_validation_gt_by_htr": {}
  }
}

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

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

FAQ

Questions about transkribus_recog_get_validation_gt_by_htr

What does the transkribus_recog_get_validation_gt_by_htr tool do? +

Get validation ground truth data for a recognition model. It is categorised as a Read tool in the Transkribus MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on transkribus_recog_get_validation_gt_by_htr? +

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

What risk level is transkribus_recog_get_validation_gt_by_htr? +

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

Can I rate-limit transkribus_recog_get_validation_gt_by_htr? +

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

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

transkribus_recog_get_validation_gt_by_htr is provided by the Transkribus MCP server (@lazyants/transkribus-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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