transkribus_recog_get_train_data
Get the training data for a recognition model.
This record as markdown: /tools/io-github-lazyants-transkribus/transkribus-recog-get-train-data.md
What transkribus_recog_get_train_data does on Transkribus
AI agents call transkribus_recog_get_train_data 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.
Why transkribus_recog_get_train_data is rated Low
This tool retrieves training data associated with a recognition model. It performs a read-only query operation with no side effects on data. The blast radius of misuse is minimal — an unauthorized user might gain visibility into model training data, but cannot modify, delete, or execute operations.
From the tool's definition Tool name contains 'get' and description states 'Get the training data' — both indicate retrieval with no modification or deletion.
Attacks that exploit this kind of access
The rule that runs transkribus_recog_get_train_data 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_train_data, this is the rule to start with:
transkribus_recog_get_train_data is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Transkribus, apply this rule, and every transkribus_recog_get_train_data call is checked against it from then on.
Questions about transkribus_recog_get_train_data
Get the training 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.
Register the Transkribus MCP server in PolicyLayer and add a rule for transkribus_recog_get_train_data: 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.
transkribus_recog_get_train_data is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the transkribus_recog_get_train_data 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.
Set action: deny in the PolicyLayer policy for transkribus_recog_get_train_data. 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.
transkribus_recog_get_train_data 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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