rtk-ai/icm
Rank not captured·Top 100·All-time stars·Cached ranking snapshot·
Permanent memory for AI agents. Single binary, zero dependencies, MCP native.
First read
Promising movement, but the picture is still partial
rtk-ai/icm is active enough to inspect further, but the surrounding proof is thinner. Use the source repository and nearby comparisons to decide whether this is rising substance or just short-term visibility.
Visible
557 public stars in the current GitStar snapshot.
Needs a narrower context read
Active
Last commit Sep 4, 2026.
Fresh activity
Adopted
Treat stars as discovery context until a linked package appears.
No linked package mapping
Confidence
One or more key signals are partial, so GitStar keeps the interpretation conservative.
Partial snapshot
Snapshot facts
- 557 stars
- 54 forks
- Last commit Sep 4, 2026
- Package usage not mapped yet
Compare lens
farion1231/cc-switch and affaan-m/ECC are the closest comparison targets GitStar found. A side-by-side comparison usually tells you more than a single raw rank.
Signal trail
Trajectory
Read the recent motion first. This block is for deciding whether the repository still looks alive, compounding, or flattening before you trust stars alone.
Daily momentum
Recent momentum is not captured
Weekly momentum
Recent momentum is not captured
Monthly momentum
Recent momentum is not captured
Last commit
Sep 4, 2026
Package reality
No linked npm or PyPI package is mapped for this repository yet, so the page leans more heavily on GitHub-visible popularity and should be read more conservatively.
No linked package signal is expected for this project type, so the read leans more heavily on repository-level public signals.
Hype vs Reality
Insufficient Package Data
Package mapping
No linked package yet
Cross-links
Standalone repo read
Validation note
GitStar can summarize public signals for rtk-ai/icm, but the GitHub repository is still the primary place to confirm release cadence, issue activity, and maintainer intent.
🛡️ Editorial Context
GitStar surfaces public popularity and package signals. These rankings are not endorsements, security reviews, or investment advice.
Why this rank
This repository stands out because it combines fresh update.
Fresh update
📈 Momentum & Adoption Signals
Approximate star trajectory
Reconstructed from current stars and cached daily/weekly/monthly deltas.
Now: 557
Daily momentum
No signal
Weekly momentum
No signal
Monthly momentum
No signal
Signal mix (log-scaled for readability)
Current stars557
🧭 Hype vs Reality
Insufficient Package DataGitStar can see repository momentum, but it does not have a reliable linked package signal yet.
Treat stars and recent movement as discovery context only until npm or PyPI usage is available.
Status
Insufficient Package Data
Package footprint
No linked npm or PyPI usage signal
Method note
This label appears when GitStar cannot find strong enough package telemetry to compare attention against adoption. Compare it against other Rust repos before treating stars as a moat.
Related alternative
farion1231/cc-switch
Overlaps on topics such as claude-code and mcp, which makes it a stronger alternative than a random popularity neighbor.
Related alternative
affaan-m/ECC
Overlaps on topics such as ai-agents and claude-code, which makes it a stronger alternative than a random popularity neighbor.
Related alternative
Graphify-Labs/graphify
Overlaps on topics such as ai-agents and claude-code, which makes it a stronger alternative than a random popularity neighbor.
Related alternative
NousResearch/hermes-agent
Overlaps on topics such as ai-agents and claude-code, which makes it a stronger alternative than a random popularity neighbor.
Research links
Cross-links
Compare against related repos
GitStar picked cc-switch + ECC as the closest next comparison from the related repository set.
Repo utility
Embed Badge
Preview:
Markdown
[](https://gitstar.space/repo/rtk-ai/icm)HTML
<a href="https://gitstar.space/repo/rtk-ai/icm"><img src="https://gitstar.space/api/badge/rtk-ai/icm" alt="GitStar"></a>Styles:
Wider nearby ecosystem
Rust
131.4K starsfarion1231/cc-switch
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io
JavaScript
251.4K starsaffaan-m/ECC
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Python
115.4K starsGraphify-Labs/graphify
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
Python
242.6K starsNousResearch/hermes-agent
The agent that grows with you
JavaScript
129.5K starsDietrichGebert/ponytail
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
Rust
122.8K starsrustdesk/rustdesk
An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer.
Next step after the validation read
Move into a compare preset, organization view, or the heuristic notes once this first fold tells you whether the repo looks visible, active, adopted, and credible enough to keep researching.
Learn and methodology
Keep trust-building context reachable, but behind the first data read instead of ahead of it.
About This Page
This page provides a quick overview of rtk-ai/icm based on GitStar's cached data. The signal chart reconstructs approximate checkpoints from current stars plus cached daily, weekly, and monthly star deltas, so it is best read as directional context rather than as a precise historical audit log.
Want to show your project's ranking? Copy the badge embed code above and add it to your README.