FairMind Project Context

ai.fairmind由 fairmind.ai 发布官方发布者v1.0.1更新于 Oct 24, 2026

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

已验证Streamable HTTP可网页运行效率与工作流知识与记忆开发者工具

概览

AI 生成的概览

FairMind 托管的 MCP 服务器，为编码智能体提供项目记忆：需求、决策、代码图谱与交付遥测。

可以做什么
  • 在 FairMind Studio 中读取和创建需求、用户故事、任务、测试用例，并记录实现进度
  • 搜索、读取并记录团队已记录的决策、需求与问题，并追踪其变更历史
  • 搜索、读取和浏览已导入的代码仓库，并评估仓库对 AI 辅助开发的就绪度
  • 处理项目、工作会话、附件，并对项目文档进行检索
  • 记录和读取智能体活动、审计与决策
适用场景
适合希望编码智能体基于团队既有需求、已记录决策和已导入代码开展工作、而不是从零开始的场景，也适合需要把智能体工作记录下来以便下次会话接着做的团队。主要面向已在使用 FairMind 平台的团队。
运行要求
远程 Streamable HTTP 端点 project-context.fairmind.ai。需要 FairMind 账号，以及按组织发放、通过 Authorization 请求头以 Bearer 方式发送的令牌；令牌需联系 FairMind 获取。任何支持 Streamable HTTP 和自定义请求头的 MCP 客户端均可连接。
安装前请注意
令牌被说明为等同密码：它可访问组织的项目数据，请勿写入会提交的文件。服务器可创建 Studio 条目并记录决策与智能体活动，会向组织工作区写入数据。项目数据会发送至 FairMind 的托管服务。

安装

在 SourceWeft 中

  1. 打开 控制台中的 FairMind Project Context，将其添加到工作区。
  2. 连接 Authorization token 凭据。它们会被私密存储，绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/ai.fairmind%2Fproject-context/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "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.

来源：README.md，提交 5609b34

工具

0
该服务器需要 API 密钥等凭据，因此 SourceWeft 无法在没有凭据的情况下读取其工具，也未收录。

版本历史

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

评分

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