FairMind Project Context

ai.fairmind由 fairmind.ai 發布官方發布者v1.0.1更新於 Oct 24, 2026

Project memory for coding agents: requirements, decisions, code graph and delivery telemetry.

已驗證Streamable HTTP可網頁執行效率與工作流知識與記憶開發者工具

概覽

AI 產生的概覽

FairMind 託管的 MCP 伺服器，為編碼代理提供專案記憶：需求、決策、程式碼圖譜與交付遙測。

可以做什麼
  • 在 FairMind Studio 中讀取與建立需求、使用者故事、任務、測試案例，並記錄實作進度
  • 搜尋、讀取並記錄團隊已記錄的決策、需求與問題，並追蹤其變更歷程
  • 搜尋、讀取與瀏覽已匯入的程式碼儲存庫，並評估儲存庫對 AI 輔助開發的就緒度
  • 處理專案、工作階段、附件，並對專案文件進行檢索
  • 記錄與讀取代理活動、稽核與決策
適用情境
適合希望編碼代理依據團隊既有需求、已記錄決策與已匯入程式碼工作、而非從零開始的情境，也適合需要把代理工作記錄下來以便下次工作階段接續的團隊。主要面向已在使用 FairMind 平台的團隊。
執行需求
遠端 Streamable HTTP 端點 project-context.fairmind.ai。需要 FairMind 帳號，以及依組織核發、透過 Authorization 標頭以 Bearer 方式傳送的權杖；權杖須聯絡 FairMind 取得。任何支援 Streamable HTTP 與自訂標頭的 MCP 用戶端皆可連線。
安裝前請注意
權杖被說明為等同密碼：它可存取組織的專案資料，請勿寫入會提交的檔案。伺服器可建立 Studio 項目並記錄決策與代理活動，會將資料寫入組織工作區。專案資料會傳送至 FairMind 的託管服務。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 FairMind Project Context，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/ai.fairmind%2Fproject-context/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": {
    "fairmind-project-context": {
      "type": "http",
      "url": "https://project-context.fairmind.ai/mcp/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

FairMind Project Context MCP server

Project memory for coding agents: requirements, decisions, code graph and delivery telemetry.

FairMind Project Context is the hosted MCP server of the FairMind platform. It gives a coding agent the context of the project it is working on: the needs, user stories, tasks and tests planned in FairMind Studio, the decisions the team has recorded, and search over the code and documents ingested into FairMind. The agent can also record what it did, so the next session starts from there.

This repository holds the server's registry manifest and its connection instructions. The service is hosted and operated by FairMind; its source code is not published here.

Endpoint

Registry nameai.fairmind/project-context
TransportStreamable HTTP
URLhttps://project-context.fairmind.ai/mcp/mcp
AuthenticationAuthorization: Bearer <FairMind token>

Getting a token

The server requires a FairMind account. Tokens are issued per organization by FairMind: contact us through fairmind.ai to get one.

Treat the token as a password. It gives access to your organization's project data, so keep it out of files you commit.

Connecting

VS Code (GitHub Copilot)

Add this to .vscode/mcp.json. VS Code asks for the token the first time the server starts and stores it securely.

json
{  "inputs": [    {      "type": "promptString",      "id": "fairmind-token",      "description": "FairMind token",      "password": true    }  ],  "servers": {    "fairmind": {      "type": "http",      "url": "https://project-context.fairmind.ai/mcp/mcp",      "headers": {        "Authorization": "Bearer ${input:fairmind-token}"      }    }  }}

Claude Code

bash
claude mcp add --transport http Fairmind https://project-context.fairmind.ai/mcp/mcp \  --header "Authorization: Bearer <your FairMind token>"

Other clients

Any MCP client that supports Streamable HTTP and custom request headers can connect: use the URL above and send the token in the Authorization header.

Tools

The tools are grouped by prefix:

GroupWhat it covers
Studio_*Needs, user stories, tasks, test cases and requirements planned in FairMind Studio; creating them and recording implementation progress
Brain_*The decisions, requirements and issues your team has recorded: search, read, record new ones and follow how they changed over time
Code_*Search, read and navigate the repositories ingested into FairMind, and assess a repository's readiness for AI-assisted development
General_*Projects, work sessions, attachments and retrieval over project documents
Insights_*Recording and reading agent activity, audits and decisions

Support

Contact FairMind through fairmind.ai.

License

The contents of this repository, the manifest and this documentation, are released under the MIT License. The FairMind service itself is proprietary and provided under your agreement with FairMind.

來源：README.md，提交 5609b34

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

2
  1. v1.0.1最新Sep 17, 2026
  2. v1.0.0Sep 16, 2026

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