# transkribus_recog_train_htr_citlab

Start CITlab HTR model training for a collection.

Agent View of the PolicyLayer registry record for `transkribus_recog_train_htr_citlab`. HTML page: https://policylayer.com/tools/io-github-lazyants-transkribus/transkribus-recog-train-htr-citlab

## Facts

- Tool: `transkribus_recog_train_htr_citlab`
- 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: Execute (High risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 0
- Recommended policy verdict: Rate-limited

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "transkribus_recog_train_htr_citlab",
    "arguments": {}
  }
}
```

## Why transkribus_recog_train_htr_citlab is rated High

This tool triggers the execution of a CITlab HTR (Handwritten Text Recognition) model training process. Training jobs are external compute operations whose completion and side effects depend on input arguments (e.g., which collection, training parameters).

From the tool's own definition: "Start CITlab HTR model training for a collection"

## Use case

AI agents invoke transkribus_recog_train_htr_citlab to trigger actions in Transkribus. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call: builds kicked off, notifications sent, workflows started.

## Recommended policy (PolicyLayer)

Verdict: **Rate-limited**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches Transkribus:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "transkribus_recog_train_htr_citlab": {
      "limits": [
        {
          "counter": "transkribus_recog_train_htr_citlab_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}
```

## 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`

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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