Sutra

io.github.shivnathtathe由 GitHub 帳號 shivnathtathe 發布v1.0.1更新於 Oct 24, 2026

Private, portable memory and reusable skills for AI agents.

已驗證Streamable HTTP可網頁執行知識與記憶AI 與機器學習

概覽

AI 產生的概覽

託管式 Sutra 服務，透過 10 個具型別的 MCP 工具，為 AI 助理提供私密、可攜的記憶與可重複使用的技能。

可以做什麼
  • 讀取共享身分脈絡、依關鍵字搜尋記憶，並列出或載入指定的專案叢集
  • 將長期的偏好、決策、修正與事實儲存為觀察紀錄
  • 匯出全部已存記憶，方便資料可攜
  • 探索使用者已啟用的技能，載入技能與其資源索引，並讀取單一技能資源
  • 在明確授權後上傳新的不可變技能版本
適用情境
適合希望脈絡能跨對話、跨不同 AI 用戶端延續的情境，也適合維護多個助理共用的可重複使用技能。適合想要廠商中立、可匯出記憶庫，而非各用戶端各自保存歷史的使用者。
執行需求
需要遠端 Streamable HTTP 端點，無需本機套件。需要 Sutra 帳號。驗證方式為 OAuth 2.1（瀏覽器授權），或依用戶端使用置於 Authorization 標頭的專用可撤銷 API 金鑰。需能連線至該託管服務。
安裝前請注意
服務會保存助理寫入的內容，請留意實際儲存了什麼；寫入、上傳與匯出操作本應需要使用者明確意圖。不要把 API 金鑰或 OAuth 權杖寫進納入版本控制的設定檔，應使用用戶端的密鑰保管機制。匯出會產生全部已存記憶的完整副本。接入敏感工作流程前請先閱讀安全、隱私與服務條款文件。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Sutra，將其新增到工作區。
  2. 連接 所需的 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/io.github.shivnathtathe%2Fsutra/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。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "sutra": {
      "type": "http",
      "url": "https://sutra-c3or.onrender.com/mcp"
    }
  }
}

README

[Sutra - one private memory layer for every AI agent]

Open MCP integration files for the hosted Sutra service.
Connect private, portable context to the AI agents you already use.

Website  ·  All integrations  ·  Smithery  ·  Glama  ·  Support

[MCP Streamable HTTP] [OAuth 2.1] [Ten typed tools] [MIT licensed integrations]

Connect Sutra

text
https://sutra-c3or.onrender.com/mcp
ConnectionUse whenWhat happens
OAuth 2.1Your client supports remote MCP authorization.The client opens Sutra in your browser, requests consent, and stores its grant.
API keyYour client expects an Authorization header.You create a dedicated, revocable key in Sutra and store it with the client's secret mechanism.
  1. Create a Sutra account.
  2. Choose a client configuration below.
  3. Complete OAuth or enter a dedicated API key when prompted.
  4. Confirm the client discovers 10 tools.
  5. Try: Use Sutra to list my project clusters. Ask before saving anything.

[!IMPORTANT] Never put a real Sutra API key, OAuth token, memory export, or password in a checked-in configuration file.

Choose Your Client

ClientAuthenticationConfiguration
CursorOAuthclients/cursor-mcp.json
OpenCodeOAuth with DCR and PKCEclients/opencode.json
VS Code / GitHub CopilotRevocable API keyclients/vscode-mcp.json
Claude CodeRevocable API keyGuided CLI setup
Cursor   OAuth

Install this repository as an Agent Plugin, or add the following to ~/.cursor/mcp.json:

json
{  "mcpServers": {    "sutra": {      "url": "https://sutra-c3or.onrender.com/mcp"    }  }}

Connect the server and complete Sutra's browser authorization flow.

OpenCode   OAuth + DCR + PKCE

Merge clients/opencode.json into your global or project opencode.json:

json
{  "$schema": "https://opencode.ai/config.json",  "mcp": {    "sutra": {      "type": "remote",      "url": "https://sutra-c3or.onrender.com/mcp",      "oauth": {}    }  }}

Authorize and inspect the connection:

sh
opencode mcp auth sutraopencode mcp list
VS Code and GitHub Copilot   API key

Copy clients/vscode-mcp.json to .vscode/mcp.json, or merge it into your user MCP configuration:

json
{  "inputs": [    {      "id": "sutra-api-key",      "type": "promptString",      "description": "Sutra API key",      "password": true    }  ],  "servers": {    "sutra": {      "type": "http",      "url": "https://sutra-c3or.onrender.com/mcp",      "headers": {        "Authorization": "Bearer ${input:sutra-api-key}"      }    }  }}

Start Sutra from the MCP configuration editor. VS Code requests the key through a masked input instead of storing it in the file.

Claude Code   API key

Use the Sutra CLI for guided setup:

sh
npm install -g @shivnathtathe/sutra-clisutra connect claude-code

The CLI requests a dedicated key and safely writes the supported local configuration. It does not send your key to this repository.

Need another agent? Sutra publishes current instructions for all 22 tested integrations.

Confirmed Compatibility

[The 22 AI clients independently tested with Sutra]

11 web agents use OAuth. 11 CLI and desktop agents use dedicated API keys. Product names and marks belong to their respective owners.

Tool Surface

Sutra exposes 10 typed tools. Read operations retrieve only the context needed for the current request. Write, upload, and export operations require deliberate user intent.

Context and memoryAccessPurpose
read_contextReadLoad the user's shared identity context.
search_memoryReadFind targeted memories by keyword.
list_clustersReadDiscover available project clusters.
get_clusterReadLoad one known project cluster.
write_observationWriteSave one durable preference, decision, correction, or fact.
export_allExportExport all user memories for data portability.
Reusable skillsAccessPurpose
list_skillsReadDiscover skills explicitly enabled by the user.
get_skillReadLoad an enabled skill and its resource index.
get_skill_resourceReadRead one resource referenced by an enabled skill.
upload_skillWriteUpload a new immutable skill version after explicit authorization.

Data Boundaries

Sutra doesSutra does not
Stores observations deliberately saved by a user or authorized agent.Copy every conversation from a connected client.
Isolates unrelated context in named project clusters.Share one cluster with every request automatically.
Shows the source agent, tags, and activity for stored memories.Hide writes inside an opaque client profile.
Supports revocable OAuth grants and per-client API keys.Require one permanent credential across all agents.
Provides an explicit full export for portability.Lock user memory to one AI vendor.

Read Security and data boundaries, the Privacy Policy, and the Terms of Service before connecting sensitive workflows.

Repository Contents

text
.|-- plugin.json             # Agent Plugins 1.0 manifest|-- mcp.json                # Portable Streamable HTTP connection|-- server.json             # Official MCP Registry metadata|-- clients/|   |-- cursor-mcp.json|   |-- opencode.json|   `-- vscode-mcp.json|-- docs/|   |-- client-support.md|   `-- security-and-data.md`-- assets/    |-- integration-grid.svg    |-- readme-hero.png       # Pixel-tested GitHub banner    |-- readme-hero.svg       # Editable banner source    `-- sutra-logo.png

Open Integration Layer

This repository contains the open-source manifests, examples, documentation, and artwork needed to connect clients to Sutra. Corrections for changing client formats are welcome; see CONTRIBUTING.md and SECURITY.md.

The files in this repository are licensed under the MIT License. The hosted Sutra backend, dashboard, APIs, infrastructure, datasets, service implementation, and trademarks remain proprietary and are not included. The Sutra logo and third-party product names and marks are excluded from the MIT grant; see NOTICE.

Context should outlast the chat window.
Create your private workspace

來源：README.md，提交 f706b30

工具

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版本歷史

1
  1. v1.0.1最新Sep 16, 2026

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