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Data sourced from GitHub API

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  3. 1Panel-dev
  4. MaxKB
PythonVisible projectFresh activityNo linked package signalPartial snapshot

1Panel-dev/MaxKB

Rank not captured·Top 100·All-time stars·◐Cached ranking snapshot·Updated Sep 12, 2026

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

Compare closest alternativesOpen GitHub

First read

Visible and active, but adoption proof is still thinner

1Panel-dev/MaxKB has enough public attention and recent movement to stay on the shortlist, but package usage is still partial, so the next step should be source and ecosystem validation rather than a quick yes.

Visible

22.8K public stars in the current GitStar snapshot.

Recognizable in the ecosystem

Active

Last commit Sep 12, 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

  • 22.8K stars
  • 3.1K forks
  • Last commit Sep 12, 2026
  • Package usage not mapped yet

Compare lens

open-webui/open-webui and langchain-ai/langchain 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 12, 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.

GitStar expects a package signal here, but no npm or PyPI package is linked to this repository yet.

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 1Panel-dev/MaxKB, but the GitHub repository is still the primary place to confirm release cadence, issue activity, and maintainer intent.

agentagentic-aichatbotdeepseek-r1knowledgebaselangchainllama3llmmaxkbmcp-serverollamapgvectorqwen3rag
🐙Polyglot
🛡️ 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 and stable visibility.

Fresh updateStable visibility
📈 Momentum & Adoption Signals
Approximate star trajectory

Reconstructed from current stars and cached daily/weekly/monthly deltas.

Now: 22.8K
30d ago7d ago1d agoNow
Daily momentum
No signal
Weekly momentum
No signal
Monthly momentum
No signal
Signal mix (log-scaled for readability)
Current stars22.8K
🧭 Hype vs Reality
Insufficient Package Data

GitStar 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 Python repos before treating stars as a moat.
📐 Read the Hype vs Reality heuristic
Related alternative

open-webui/open-webui

Overlaps on topics such as llm and ollama, which makes it a stronger alternative than a random popularity neighbor.

CompareOpen detail
Related alternative

langchain-ai/langchain

Overlaps on topics such as langchain and llm, which makes it a stronger alternative than a random popularity neighbor.

CompareOpen detail
Related alternative

ollama/ollama

Overlaps on topics such as llama3 and llm, which makes it a stronger alternative than a random popularity neighbor.

CompareOpen detail
Related alternative

langgenius/dify

Overlaps on topics such as agent and agentic-ai, which makes it a stronger alternative than a random popularity neighbor.

CompareOpen detail
Research links

Cross-links

Compare against related repos

GitStar picked open-webui + langchain as the closest next comparison from the related repository set.

Open compare presetCompare with open-webuiCompare with langchain
Repo utility

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Wider nearby ecosystem

Compare with open-webuiCompare with langchain
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151.7K stars
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Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

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Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

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AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

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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.
Compare the closest alternativesView the organizationRead the heuristic

Learn and methodology

Keep trust-building context reachable, but behind the first data read instead of ahead of it.
GuideMethodologyArticlesWeekly Digest

About This Page

This page provides a quick overview of 1Panel-dev/MaxKB 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.

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