10 actions in 10 pieces of software · ranked by words, meaning and measured trust · 671 ms

1. 1gbert-large-paraphrase-cosineverified and signedpassport

   modelrecord14,421 downloads/month

   • sentence-similarity

     Task: sentence-similarity

2. 2bert-large-casedverified and signedpassport

   modelrecord746,658 downloads/month

   • fill-mask

     Task: fill-mask

3. 3T5_Paraphrase_Pawsverified and signedpassport

   modelrecord64,917 downloads/month

   • text-generation

     Task: text-generation

4. 4LinkBERT-largeverified and signedpassport

   modelrecord2,915 downloads/month

   • text-classification

     Task: text-classification

5. 5sharaddition/paraphrase-gptverified and signedpassport

   modelrecord

   • sharaddition/paraphrase-gpt

     T5 model fine tuned on GPT-3.5 generated paraphrase corpus of 6.3 million unique sentences.

6. 6GLiFormer Large v1demo or tutorialno passport yet

   MCP serverrecord

   • gliformer_large_v1_demo_rank_by_similarity

     Rank candidate texts against a query using the model's embedding head. Returns: A ranked candidate/cosine-similarity table and the raw ranking JSON.

7. 7AsterMind MCPfound in code, not yet checkedno passport yet

   MCP serverAsterMindAI/astermind-mcp

   • compare_texts

     Cosine similarity (0..1) between two texts using local embeddings. Best for detecting near-duplicates / paraphrase overlap, not fine-grained semantic ranking.

8. 8ollama-almasrv-mcpfound in code, not yet checkedno passport yet

   MCP servervankasins/ollama-almasrv-mcp

   • ollama_similarity

     Calculate cosine similarity between two texts using ALMASRV embeddings (mxbai-embed-large 1024-dim).

9. 9TextCortex AI (Activepieces)verified and signedpassport

   librarynpmrecord

   • create_paraphrase

     Create Paraphrase — Rewrite text while preserving its meaning.

10. 10jsonld-exfound in code, not yet checkedno passport yet

    MCP serverjemsbhai/jsonld-ex

    • cosine_similarity

      Compute cosine similarity between two embedding vectors.