# transkribus_recog_get_validation_gt_by_htr Get validation ground truth data for a recognition model. Agent View of the PolicyLayer registry record for `transkribus_recog_get_validation_gt_by_htr`. HTML page: https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-recog-get-validation-gt-by-htr ## Facts - Tool: `transkribus_recog_get_validation_gt_by_htr` - Server: Transkribus (`@lazyants/transkribus-mcp-server`) — https://policylayer.com/tools/io-github-lazyants-transkribus.md - Install: `npx -y @lazyants/transkribus-mcp-server` - Homepage: https://github.com/lazyants/transkribus-mcp-server - Risk category: Read (Low risk) - Registry record: grade F, identity unverified - Server rate-limited: no - Parameters: 0 - Recommended policy verdict: Allowed ## Example call (MCP tools/call, JSON-RPC 2.0) ```json { "jsonrpc": "2.0", "id": 1, "method": "tools/call", "params": { "name": "transkribus_recog_get_validation_gt_by_htr", "arguments": {} } } ``` ## 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 own 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." ## Use case 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. ## Recommended policy (PolicyLayer) Verdict: **Allowed**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches Transkribus: ```json { "version": "1", "default": "deny", "tools": { "transkribus_recog_get_validation_gt_by_htr": {} } } ``` ## Other tools on Transkribus (300) - `transkribus_coll_credit_remove_package` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-coll-credit-remove-package.md - `transkribus_coll_delete` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-coll-delete.md - `transkribus_coll_delete_empty` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-coll-delete-empty.md - `transkribus_coll_remove_user` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-coll-remove-user.md - `transkribus_coll_user_remove` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-coll-user-remove.md - `transkribus_crowd_delete_messages` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-crowd-delete-messages.md - `transkribus_crowd_delete_milestones` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-crowd-delete-milestones.md - `transkribus_doc_delete` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-doc-delete.md - `transkribus_editdecl_delete_feature` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-editdecl-delete-feature.md - `transkribus_editdecl_delete_option` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-editdecl-delete-option.md - `transkribus_job_undo` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-job-undo.md - `transkribus_label_delete` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-label-delete.md - `transkribus_label_remove_all_documents` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-label-remove-all-documents.md - `transkribus_label_remove_all_pages` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-label-remove-all-pages.md - `transkribus_label_remove_pages` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-label-remove-pages.md - `transkribus_model_delete` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-model-delete.md - `transkribus_model_delete_by_type` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-model-delete-by-type.md - `transkribus_model_remove_collection` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-model-remove-collection.md - `transkribus_model_remove_collection_by_id` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-model-remove-collection-by-id.md - `transkribus_page_delete` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-page-delete.md - `transkribus_page_delete_transcript` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-page-delete-transcript.md - `transkribus_recog_delete` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-recog-delete.md - `transkribus_recog_remove_from_collection` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-recog-remove-from-collection.md - `transkribus_search_reset_index` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-search-reset-index.md - `transkribus_upload_delete` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-upload-delete.md - `transkribus_user_delete` — Destructive — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-user-delete.md - `transkribus_admin_rebuild_models_index` — Execute — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-admin-rebuild-models-index.md - `transkribus_du_recognize` — Execute — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-du-recognize.md - `transkribus_job_create` — Execute — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-job-create.md - `transkribus_job_restart_all_by_user` — Execute — https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-job-restart-all-by-user.md - …and 270 more: https://policylayer.com/tools/io-github-lazyants-transkribus.md ## For agents This record is a snapshot. Live verdicts and the full registry: - Check every server in your MCP config at once: `npx -y policylayer stack` - Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md) - Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events` --- Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=io-github-lazyants-transkribus · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/io-github-lazyants-transkribus