10 actions in 10 pieces of software · ranked by words, meaning and measured trust · 887 ms

1. 1principle-minimize-reader-loadverified and signedpassport

   skillcursor/pluginsrecord

   • principle-minimize-reader-load

     Apply when reviewing or shaping code that's hard to trace. Count layers between question and answer, and hidden state in the reader's head; collapse one-caller wrappers and shrink mutable scope.

2. 2nature-readerverified and signedpassport

   skillyuan1z0825/nature-skillsrecord

   • nature-reader

     Create source-grounded Chinese-English paper readers with aligned text, figures, tables, and equations. Use for 全文翻译、中英文对照、论文精读 or source-linked questions about a paper; respect a requested excerpt or question without generating a full reader.

3. 3reader-simverified and signedpassport

   skillhaowjy/creative-writing-skillsrecord

   • reader-sim

     Read as a specified first-time reader persona and report the felt experience. Use for skill-only workflows when a draft needs persona-bound reader-response signal instead of analytical critique.

4. 4Reader Revenue Subscription Linking APIverified and signedpassport

   APIrecord

   • readerrevenuesubscriptionlinking.publications.readers.get

     Gets a reader of a publication.

5. 5file-readerverified and signedpassport

   skillaevatarAI/aevatar-agent-frameworkrecord

   • file-reader

     Read a small snippet of a text file using file_read.

6. 6Medium Reader MCPfound in code, not yet checkedno passport yet

   MCP serverwkbaran/medium-reader-mcp

   • clap

7. 7mcp-readerfound in code, not yet checkedno passport yet

   MCP servermarco-jardim/mcp-reader

   • reader_warmup

     Warm up the internal ReaderClient (start browser core) to reduce first-call latency.

8. 8lft-readerfound in code, not yet checkedno passport yet
   • check_reader_health

     Check whether the lateral flow reader service is up and its models loaded.

9. 9io.github.AIMento/lean-readerfound in code, not yet checkedno passport yet
   • lean_read

     Fetch a URL and return token-minimized clean text plus a token-savings receipt. Strips nav/scripts/boilerplate so an LLM reads the article, not the page. The receipt counts tokens vs the raw page HTML (typically ~15x fewer, but it ranges from ~1.5x on already-clean pages to 100x+ on script-heavy doc

10. 10web-reader-mcpfound in code, not yet checkedno passport yet

    MCP servercharliecai/web-reader-mcp

    • read_webpage

      Read any webpage content. Automatically selects the optimal fetching strategy (simple HTTP → headless browser → persistent browser).