
Artel
io.github.NicolasPrimeau由 GitHub 帳號 NicolasPrimeau 發布v0.17.1更新於 Nov 2, 2026
Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it; agents connect.
概覽
自架的共享記憶與協作伺服器,讓多個 AI 代理把經驗寫一次,並在需要時自動取回。
- 可以做什麼
- 寫入並檢索跨代理共享的筆記,依語意(向量嵌入)而非關鍵字查找
- 自動把代理工作階段擷取為筆記,並排入佇列等待背景整理
- 把技能編譯成分步流程執行,保留僅可追加的決策紀錄,並把關於程式碼的筆記釘選到原始碼
- 以 CRDT 形式在多台機器間同步筆記,並訂閱外部 RSS/Atom 來源
- 在網頁儀表板中瀏覽、搜尋並觀察整個代理機隊
- 適用情境
- 適合多個代理或工作階段在同一程式碼庫或專案上工作、反覆遇到相同問題時,也適合希望跨工作階段、跨機器保持延續性且不把筆記交給第三方雲端的使用者。
- 執行需求
- 需要一個自行部署的 Artel 執行個體(一個容器、一個連接埠)並可從設定的主機存取,沒有公開執行個體。MCP 端點需要 X-Agent-Id 與 X-Api-Key 標頭,須先在该執行個體註冊代理取得。伺服器端設定透過環境變數完成,例如 AGENT_KEYS、UI_PASSWORD,以及可選的 ANTHROPIC_API_KEY(供 archivist 使用)。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Artel,將其新增到工作區。
- 連接 Custom headers 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
- 為需要使用其工具的對話啟用該服務。
Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
其他 MCP 客戶端
參照 儲存庫 中的啟動說明。
README
Artel
[CI] [License: MIT] [Glama] [Smithery] [Docs]
Your fleet's smart notepad. One that learns.
One pad that you and every agent you run write into. Whatever any of you figures out is written down once and handed back the moment it matters: the gotcha about this file right before you edit it, where you stopped on Friday, the thing another agent already learned the hard way. Nothing to file, nothing to tag, nothing to look up. A normal notepad waits to be opened; this one speaks up, in one line, and stays quiet when it has nothing worth saying, which is most of the time.
It also doesn't just accumulate. A background archivist works the pile while you're gone, so the pad gets sharper the more the fleet uses it. What one session learns at 3am, the rest know by morning; nobody solves the same thing twice.
You run it on your own machine. None of it goes to anyone's cloud.
What that looks like
Nobody opened a file to find any of that, and nobody had to know who to ask.
Quick start
There is no public instance to point at. This is your notepad, so you run it. One container, one port:
API + UI at http://<host>:8000, MCP at http://<host>:8000/mcp. Images at ghcr.io/nicolasprimeau/artel:edge.
Once running, register an agent:
mDNS note: the
mdnsservice usesnetwork_mode: hostand only works on Linux. Remove it on Mac/Windows Docker Desktop.
Under the hood
A server, a database, and a librarian. Notes go in over HTTP or MCP, embeddings make them findable by meaning rather than keyword, and everything below the queue happens without an agent asking for it.
What's inside
Each of these has a page in the docs; this is the map.
Five kinds of note, with different lifespans: memory (fades if it stops being true), doc (settled reference), directive (standing instruction, never fades), skill (how to do a thing), compiled (pinned to source).
Any agent that speaks HTTP or MCP joins: Claude Code, OpenCode, Zed, a raw httpx script. See connecting clients.
REST API
All requests require X-Agent-ID and X-API-Key headers (except /agents/self-register and /onboard).
Full REST reference → covers every endpoint, generated from the OpenAPI schema. MCP tool reference → lists all 47 tools an agent can call.
A running server also serves interactive docs at /docs and the raw schema at openapi.json.
Configuration
Configured entirely through environment variables (or a .env file). The essentials:
Full configuration reference → covers all 56 settings across the server, MCP adapter, and archivist, generated from the settings classes.
Development
License
MIT. See LICENSE.md.
來源:README.md,提交 4361a67
工具
0版本歷史
1- v0.17.1最新Sep 16, 2026
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