Sooveryn

com.sooveryn由 sooveryn.com 發布官方發布者v1.0.1更新於 Oct 24, 2026

AI personas with a lasting, encrypted memory per project, for Claude Code. Hosted in France.

已驗證Streamable HTTP可網頁執行效率與工作流知識與記憶AI 與機器學習

概覽

AI 產生的概覽

一個託管式 MCP 伺服器,為 Claude Code 提供一組 AI 角色,並依專案持久保存決策與工作規則的記憶。

可以做什麼
在專案中初始化 Sooveryn 並啟動角色,載入其角色設定、規則與相關記憶片段,或在檢查方案與配額後開啟兩到四個角色之間的辯論。依詞語和語意檢索角色記憶,並統計或重建其索引。記錄事件,建立或更新具名事實表與工作規則,為下一次工作階段留下或清除簡短交接。列出帳戶可用的技能並取得某個技能的說明。
適用情境
適合在多個工作階段、多台機器上使用 Claude Code,並希望自動回憶專案決策、事實與工作習慣,同時需要安全、設計、SEO 或質疑類專家角色的情境。
執行需求
遠端 streamable HTTP 端點,無需本機安裝套件。需要 Sooveryn 帳戶和 API 金鑰(透過確認電子郵件驗證碼建立),以 Authorization bearer 標頭送出。可選 X-Project-Scope 標頭指定專案名稱,否則每次呼叫時傳入專案名稱。需要支援帶金鑰遠端 HTTP 伺服器的 MCP 用戶端。
安裝前請注意
API 金鑰代表你的帳戶並可讀取你的記憶,務必不要提交到 git;一旦提交需撤銷並更換。記憶在資料庫中加密但非端對端加密,因為伺服器持有主金鑰,且部分中繼資料不加密。啟用的記憶會傳送到你的 AI 用戶端並轉給你的 AI 供應商;Pro 的記憶整併選項會把摘錄傳送給位於美國的 Anthropic。從不可信來源複製進記憶的文字可能影響後續工作階段,應定期檢查。免費版對呼叫、寫入和辯論有每日限制。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Sooveryn,將其新增到工作區。
  2. 連接 Authorization token 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 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。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.sooveryn%2Fsooveryn/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "sooveryn": {
      "type": "http",
      "url": "https://mcp.sooveryn.com/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

[Sooveryn]

Sooveryn MCP

Sooveryn is a hosted MCP server. Its code is not public: this repository only holds its documentation and configuration examples.

Lasting memory and an AI team for Claude Code.

[Watch the demo: Sooveryn in one minute, on YouTube]
Watch the demo on YouTube (1 min) · en français

Sooveryn gives Claude Code a team of AI personas that remembers your project. Soov, the partner and team lead, keeps your decisions and how you work in a lasting memory. He finds them again by words and by meaning, from one session to the next and on every machine.

He consults his teammates (Néo for security, Vera to challenge your ideas, Iris for design, Maria for SEO) or has them debate before deciding. On paid plans, you can create your own personas and skills.

  • Website: https://www.sooveryn.com
  • Server: https://mcp.sooveryn.com/mcp (streamable HTTP, API key in a header)
  • MCP Registry (registry.modelcontextprotocol.io): com.sooveryn/sooveryn
  • Works with Claude Code, VS Code, Orca, Pi, and MCP clients that accept a remote HTTP server with a key

Get started

  1. Go to https://www.sooveryn.com/try and enter your email address. No password is needed.
  2. Confirm the code you receive by email, or click the link in the same email. Your account and your first API key are created at that moment.
  3. Connect your client. For Claude Code, the page shows one command to paste in your terminal, from your project's folder; for another client, use its configuration below. Your key acts for your account and reads your memory: keep it out of anything that goes to git.
  4. In a session, say Soov Init. The agent writes a sooveryn.md file at the root of the project, keeps it out of git, and loads it at every session through an @sooveryn.md line in CLAUDE.md. From then on, each session starts with Soov and his memory of the project.

To sign back in later, enter the same address on the same page: the code signs you in. You can create more keys on the API keys page (https://www.sooveryn.com/me/keys); one key per machine is best.

Claude Code and Orca

The quickest way is one command, run in your terminal from your project's folder. It saves the server and your key in your own Claude Code settings for that project, and writes nothing in the project:

bash
claude mcp add --transport http sooveryn https://mcp.sooveryn.com/mcp --header "Authorization: Bearer <YOUR-API-KEY>"

To keep the configuration in the project instead, without a key in it: put your key in an environment variable named SOOVERYN_API_KEY, set where Claude Code starts (your shell profile, for example). Then add .mcp.json at the root of the project (example). Claude Code replaces ${SOOVERYN_API_KEY} when it loads the file, so the file holds no secret:

json
{  "mcpServers": {    "sooveryn": {      "type": "http",      "url": "https://mcp.sooveryn.com/mcp",      "headers": {        "Authorization": "Bearer ${SOOVERYN_API_KEY}"      }    }  }}

Orca runs Claude Code, which reads this file.

VS Code

.vscode/mcp.json (example). VS Code ignores the headers of a .mcp.json, so it needs its own file, under the servers key. It asks for your key once, hides it while you type, and stores it securely:

json
{  "inputs": [    {      "type": "promptString",      "id": "sooveryn-key",      "description": "Sooveryn API key",      "password": true    }  ],  "servers": {    "sooveryn": {      "type": "http",      "url": "https://mcp.sooveryn.com/mcp",      "headers": {        "Authorization": "Bearer ${input:sooveryn-key}"      }    }  }}

Pi

Install its MCP extension. Pi then reads the same .mcp.json as Claude Code.

bash
pi install npm:pi-mcp-adapter

If Pi does not pick the key up from the environment variable, write the key itself in the file, as below.

Other MCP clients

SettingValue
TransportStreamable HTTP
URLhttps://mcp.sooveryn.com/mcp
HeaderAuthorization: Bearer <YOUR-API-KEY>
Optional headerX-Project-Scope: <project-name>

Without X-Project-Scope, the agent passes the project name on each call, as sooveryn.md tells it.

If the key is written in the file

The API keys page of the website gives these files with your key written in. Keep them out of git, in .gitignore:

gitignore
.mcp.json.vscode/mcp.json

A key committed once stays in the history, even after you delete the file: revoke it on the API keys page and create a new one.

Tools

ToolWhat it does
initSets Sooveryn up in the current project, when you say "Soov Init".
activateStarts a persona: its role, its rules, and the part of its memory that fits the session.
search_memorySearches a persona's memory, by words and by meaning.
write_eventRecords what happened.
update_semanticCreates or updates a named fact sheet.
update_proceduralCreates or updates a named working rule.
write_previous_contextLeaves a short handover for the next session on the project.
clear_previous_contextClears that handover once it has been applied.
start_debateOpens a debate between two to four personas, after checking the plan and its quota, and returns the protocol to follow.
list_skillsLists the skills the account can use: the catalogue and your own.
get_skillReturns the instructions of a skill.
statsCounts a persona's memory entries.
reindexRebuilds the cache of a persona's memory index.

Memory and privacy

  • Three kinds of memory: what happened, what is known, and how to work. Each project has its own; a general memory shared across projects comes with Pro.
  • The memory keeps what the personas write into it. You see all of it on the website, and a copy of your data is available on request, on every plan.
  • Memory contents are encrypted in the database with a key per account, itself protected by a master key kept outside the database. Because the server holds the master key, Sooveryn can technically decrypt your memory to serve you: this encryption mainly protects against theft or leaks of the database and its backups. It is not end-to-end encryption.
  • Some information stays unencrypted, so the service can sort and filter: identifiers, the persona and type of each memory, project names, counters and dates, your account data, and the personas and skills you create.
  • The servers are in France. When a persona is activated, the relevant part of your memory goes to your AI client, which sends it to your AI provider. With the Consolidation option (Pro), extracts of your memory are sent to Anthropic, in the United States, to propose consolidations.
  • Details: privacy policy and terms.

Good to know

  • What is written into memory comes back at later sessions. Text that an agent copied from an untrusted source (a web page, an issue, a file) can steer later sessions: look through your memory on the website from time to time.
  • A .incognito file at the root of a project stops memory writes for the session. The agent applies it, not the server, which never sees your files.

Plans

Free: the whole team on one project, debates included, with daily limits on calls, memory writes and debates. Paid plans add your own personas and skills; Pro adds the general memory and memory consolidation. Prices and details: https://www.sooveryn.com/#pricing.

Support and security

  • Support: [email protected]
  • To report a vulnerability, see SECURITY.md. Never in a public issue.
  • Issues on this repository are welcome for mistakes in the documentation. Never paste your key, your configuration file or your memory in one: this page is public.

License

The documentation and examples in this repository are under the MIT license. The Sooveryn service, its code, its name and its logo are not.

Sooveryn is published by Cyril Pierron EI, trading as PANDAPROG, France. Legal notice: https://www.sooveryn.com/legal.

來源:README.md,提交 48cc36b

工具

0
該伺服器需要 API 金鑰等憑證,因此 SourceWeft 無法在沒有憑證的情況下讀取其工具,也未收錄。

版本歷史

1
  1. v1.0.1最新Sep 30, 2026

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