10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 540 ms

1. 1ItColBERTdemo or tutorialno passport yet

   MCP serverrecord

   • ItColBERT_demo_search

     Rank Italian passages against a query using ItColBERT's MaxSim score. Returns: Ranked result cards, a picker for the walkthrough, the ranked passages,, and a status line.

   • ItColBERT_demo_walkthrough

     Show every number behind one ItColBERT query/document score. Returns: The five-step HTML walkthrough and a one-line status.

2. 2Reason-ModernColBERTverified and signedpassport

   modelrecord47,978 downloads/month

   • sentence-similarity

     Task: sentence-similarity

3. 3sentence-transformersverified and signedpassport

   libraryhuggingface/sentence-transformersrecord23,130,560 downloads/month

   • BERT

4. 4bert-base-italian-xxl-casedverified and signedpassport

   modelrecord124,248 downloads/month

   • fill-mask

     Task: fill-mask

5. 5bert-it-sentimentverified and signedpassport

   modelrecord75,806 downloads/month

   • text-classification

     Task: text-classification

6. 6bert-large-cased-finetuned-conll03-englishverified and signedpassport

   modelrecord761,913 downloads/month

   • token-classification

     Task: token-classification

7. 7Kimai MCP Serverfound in code, not yet checkedno passport yet

   MCP serverglazperle/kimai_mcp

   • comment

8. 8LLM Router MCPfound in code, not yet checkedno passport yet
   • clear_context

     Clears the context cache for a session, starting fresh.

9. 9MCP SSH Sessionfound in code, not yet checkedno passport yet

   MCP serverAmritaBot/mcp-ssh-reloaded

   • list_running_commands

     List all currently running async commands.