10 actions in 10 pieces of software · ranked by words, meaning and measured trust · 1321 ms

1. 1littletry/compress-imageverified and signedpassport

   modelrecord

   • littletry/compress-image

     Compress, resize, and convert JPEG, PNG, WebP, and AVIF images.

2. 2supercompress-proxyverified and signedpassport

   MCP servergit+https://github.com/Supercompress/Supercompressnpmrecord5,092 downloads/month

   • compress

     Compress a long text context before sending it to an LLM. Removes low-value tokens while preserving query-critical evidence. Returns the compressed text followed by a JSON block with token savings stats. The "compiler" mode (default) removes the most tokens possible while keeping answer-critical con

3. 3mcp-compressfound in code, not yet checkedno passport yet
   • compress

     Compress text/JSON/CSV data. Returns base64-encoded compressed data with compression ratio. Use algorithm="auto" to pick the best compression.

4. 4pyzstdverified and signedpassport

   libraryRogdham/pyzstdrecord5,758,678 downloads/month

   • compress

5. 5agentic-endpointsverified and signedpassport

   agentrecord

   • /compress

     Token compression for LLMs Costs $0.010. e.g. {"skill":"compress","input":{"text":"Long input text to be compressed before it is sent to a model.","target_tokens":100,"strategy":"extractive"}}

6. 6packager-mcpfound in code, not yet checkedno passport yet

   MCP serverdevstacks-se/packager-mcp

   • compress

7. 7geomwrightfound in code, not yet checkedno passport yet
   • create_compression_spring

     Create a KOMPAS compression spring part from the supported compression_spring scenario.

8. 8Pictomancer.aiverified and signedpassport

   agentrecord

   • Compress image

     Re-encode an image with q (1-100) and format options to reduce file size. Or set quality_target (0-1] instead of q: SSIM search for the smallest file at or above the target (jpeg, webp, avif), outcome returned as a quality-report data artifact. Optional enhancement modifiers: denoise (median, radius

9. 9tokencompressfound in code, not yet checkedno passport yet
   • compress_text

     压缩一段文本，返回压缩结果与前后 token/字节对比。

10. 10semcompressfound in code, not yet checkedno passport yet

    MCP serverhuichalaf/semcompress

    • compact_directory

      Read and compress all matching files in a directory.