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device-context-protocol/dcp

Device Context Protocol — bridge LLM agents to physical devices. Sub-50-byte frames, 27.6KB flash / 0.6KB RAM measured on ESP32, capability-scoped and safe by design. Complementary to MCP. Paper: arXiv:2605.26159

Visit GitHub
Python
62
4
4 contributors
MIT License
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Momentum

How fast device-context-protocol/dcp is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Sep 21 – Oct 26, 2026

Stars +5 in 36 days

01
1

Forks +0 in 36 days

01

Merged PRs 0 in 36 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Sep 21Sep 26Oct 1Oct 6Oct 11Oct 16Oct 21Oct 26
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Mon, Sep 21, 2026+1+00
Tue, Sep 22, 2026+0+00
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Tue, Sep 29, 2026+1+00
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Thu, Oct 1, 2026+1+00
Fri, Oct 2, 2026+0+00
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Mon, Oct 12, 2026+0+00
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Wed, Oct 14, 2026+1+00
Thu, Oct 15, 2026+1+00
Fri, Oct 16, 2026+0+00
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Sun, Oct 25, 2026+0+00
Mon, Oct 26, 2026+0+00
Total+5+00
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Jul 131 post

    • Device Context Protocol – Bridge LLM Agents to Physical Devices

      Read full on Hacker News

      Hacker News

  2. 1 month earlier
  3. Jun 61 post

    • 🤖 dcp ⭐ 36 stars Give LLM agents physical hands. Connect AI to ESP32 microcontrollers safely with sub-50-byte frames and an ultra-tiny 0.6KB RAM footprint. 🔗 #AI #MachineLearning

      Read full on X, posted by @Marco_Ramilli

      @Marco_Ramilli · x.com

  4. 10 days earlier
  5. May 271 post

    • Device Context Protocol: A Compact, Safety-First Architecture for LLM-Driven Control of Constrained Devices Dongxu Yang [𝚌𝚜.𝙽𝙸 𝚌𝚜.𝙲𝚁 𝚌𝚜.𝙻𝙶] 💬Code:

      Read full on X, posted by @USB

      @USB · x.com

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