
Bee — The Progressive Intelligence Engine
io.github.cuilabs由 GitHub 帳號 cuilabs 發布v0.6.0更新於 Oct 24, 2026
Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, free tier.
概覽
Bee 的 MCP 伺服器把託管、分層的 LLM 服務提供給助理,讓助理透過本機 stdio 程序向 Bee 模型送出對話請求。
- 可以做什麼
- 向 Bee 託管、相容 OpenAI 的模型閘道送出對話補全請求
- 在 bee-cell 到 bee-swarm 之間選擇模型層級,可用範圍取決於 API 金鑰的方案
- 為自架或預備環境部署指定替代的閘道基礎網址
- 在 MCP 用戶端內使用與 Bee 的 TypeScript 和 Python SDK 相同的 Bee 服務
- 適用情境
- 當你希望助理把 Bee 的託管模型當作獨立的智慧後端來呼叫(包括使用免費的 Cell 層級),而不是依賴用戶端內建的模型供應商時,值得加入。
- 執行需求
- 透過 stdio 在本機執行,使用 uvx 從 bee-sdk 套件啟動,因此需要 Python 與 uv。需要在 BEE_API_KEY 中提供 Bee API 金鑰,可在 Bee Workspace 建立,免費的 Cell 層級即可使用。選用的 BEE_API_URL 可覆寫閘道基礎網址,BEE_MODEL 設定預設層級。需要能連線到 Bee 閘道的網路。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Bee — The Progressive Intelligence Engine,將其新增到工作區。
- 為需要使用其工具的對話啟用該服務。
Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。
其他 MCP 客戶端
參照 儲存庫 中的啟動說明。
README
Bee: Quantum Intelligence™
[npm] [PyPI] [MCP Registry] [License]
Website | Documentation | Packages | Machine-readable package index | System status
The public developer distribution for Bee, HEOSSI's governed multimodal intelligence platform. This repository contains the actual source of Bee's Apache-2.0 SDKs, MCP integration, API contracts, runnable examples, and public trust-verification material.
This repository is generated from reviewed, public-safe paths in the Bee monorepo. MANIFEST.json records the exact source commit and content digest for every export; SHA256SUMS and the SPDX SBOM support independent artifact inspection.
Developer surface
The canonical package catalog records each public developer distribution, exact version, registry, role, license boundary, and install command. Its machine-readable companion is PACKAGE-INDEX.json. These distributions do not expose the private Bee service monorepo.
Quickstart
Create an API key in Bee Workspace. The free Cell tier works with both SDKs and MCP.
Repository map
Enterprise evaluation paths
Architecture and scenarios
Start with the public reference architecture, then follow the control boundary through three concrete flows:
The matching visual architecture centre is published at bee.heossi.com/docs/architecture.
Bee Code's agent path is durable, subscription-bounded, and independently metered. Workspace, mobile, desktop, SDK, and MCP requests retain their own documented execution contracts; common entitlement enforcement does not imply that every surface has local IDE tools.
Integrity and provenance
The public distribution is locally rendered from an allowlisted monorepo surface. Verify it with:
SHA256SUMS covers every exported payload file except itself and the
commit-specific MANIFEST.json. The manifest separately binds the export to
its source commit and contains a deterministic digest of the complete payload.
The SPDX document is package-level (filesAnalyzed: false); it inventories the
published SDK and MCP packages without claiming a binary or deployment SBOM.
Public and proprietary boundary
The files in this repository are Apache-2.0 licensed. Bee's model engine, orchestration plane, hosted gateway, Bee Code CLI implementation, editor-extension implementation, and commercial applications remain proprietary and are not represented as open source here. Public API and package behavior is defined by the contracts and SDK source in this repository.
Support and security
- SDK, MCP, contract, or example defect: open an issue
- Product or account support: bee.heossi.com/contact
- Vulnerability disclosure:
[email protected]; see SECURITY.md - Service health: status · changelog · roadmap
Contributing
Read CONTRIBUTING.md, SUPPORT.md, and the Code of Conduct. Generated paths must be changed in their canonical monorepo source; community examples and documentation can be proposed here and are reconciled during the next local export.
License
Apache License 2.0 · Copyright 2026 HEOSSI (Pte.) Ltd.
Bee™ and the Bee knot logo are trademarks of HEOSSI (Pte.) Ltd., Singapore.
來源:README.md,提交 3130f61
工具
0版本歷史
1- v0.6.0最新Sep 16, 2026
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