Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Bounded local MCP access to one approved repository for AI read/search and structured handoffs.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"reporelay": {
"command": "npx",
"args": [
"-y",
"reporelay-mcp",
"quickstart"
]
}
}
}在终端中运行这条命令
claude mcp add reporelay -- npx -y reporelay-mcp quickstart这个服务器需要在启动命令中填入值,请复制设置后自行填写。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"reporelay": {
"command": "npx",
"args": [
"-y",
"reporelay-mcp",
"quickstart"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器需要在启动命令中填入值,请复制设置后自行填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"reporelay": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"reporelay-mcp",
"quickstart"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 Lukie-81 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(1.2.5)于3个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Give AI access to your repository — not your machine.
RepoRelay lets ChatGPT safely inspect one local repository without giving it control of the rest of your computer.
=22.19 <27">
Website · npm package · MCP listing
ChatGPT → Secure MCP Tunnel → tunnel-client → RepoRelay → one approved repository
Read safe files · Search code · One approved repository · No shell · No Git · No arbitrary writes
Watch the full demo →
Quick Setup · Use It · Handoff · Troubleshooting · Security
RepoRelay is a local, first-party MCP bridge that gives ChatGPT bounded access to exactly one approved repository on your computer — nothing more.
ChatGPT reviews your code through RepoRelay, and can leave a structured task for a separate local coding agent (like Codex or Claude) through fixed handoff files. RepoRelay is the security boundary between ChatGPT and your machine.
ChatGPT reviews/plans
↓ RepoRelay ↓ Repository reads/searches + fixed .ai-handoff writers ↓ Codex / another local coding agent implements
MCP (Model Context Protocol) is the standard that lets ChatGPT call tools. ChatGPT is the MCP client. RepoRelay is the local MCP server and security boundary: it decides what ChatGPT may access and exposes exactly one approved repository at a time. tunnel-client is only the secure networking pipe that carries ChatGPT traffic to your computer.
| Component | Job |
|---|---|
| ChatGPT | MCP client — chooses RepoRelay tools. |
| Secure MCP Tunnel | Carries traffic from ChatGPT to your computer. |
tunnel-client | Local network forwarder; points the tunnel at RepoRelay. |
| RepoRelay | MCP server + security boundary; enforces authentication and allowed access. |
| Repository | The one directory ChatGPT is allowed to inspect. |
What ChatGPT can do through RepoRelay (the normal 7-tool setup):
✓ inspect files open_workspace, list_files, read_file
✓ find instructions list_files with instructionsOnly ✓ search the repository search_files ✓ write to three predetermined handoff targets write_next_task, write_review, update_handoff_state
In read-only mode, only the four read/search tools are exposed.
What ChatGPT cannot do:
✗ run shell commands
✗ run PowerShell ✗ run Git ✗ launch processes ✗ arbitrarily edit source files ✗ delete files ✗ choose arbitrary write targets ✗ access outside the approved repository
This is one of RepoRelay's strongest differentiators: ChatGPT can read and plan against your code, but it gets no execution capability and can only write to a few fixed handoff files you control.
RepoRelay runs in two modes. The right one depends on your ChatGPT plan and workspace:
| Mode | Start command | Tools in Scan Tools |
|---|---|---|
| Read-only | reporelay quickstart " " --no-handoff-writes | 4 |
| Handoff (default) | reporelay quickstart " " | 7 |
Both modes share the same security boundary; read-only mode simply disables the three handoff writers. RepoRelay cannot enable ChatGPT developer mode or tunnel access. OpenAI plan and workspace behavior changes over time, so check the current OpenAI Secure MCP Tunnel guide for what your account offers.
You need:
>=22.19 and <27 (npm is included). Check with node --version.You do not need to download anything else. RepoRelay installs the official OpenAI tunnel-client automatically during reporelay tunnel setup.
Do not worry about the handoff protocol yet. The quickstart sets up working handoff files for you and explains them as you go.
Setup touches three different surfaces, and the tunnel and the ChatGPT integration are configured in different places:
YOUR MACHINE reporelay quickstart "<repo>"
starts RepoRelay against ONE repository ↓ OPENAI PLATFORM create the Secure MCP Tunnel + runtime API key (reporelay tunnel setup walks you through it) ↓ CHATGPT enable developer mode, then add RepoRelay through the Plugins / custom MCP app flow, choosing the tunnel you created
The Secure MCP Tunnel is created and configured in OpenAI Platform. The ChatGPT integration that uses the tunnel is added inside ChatGPT — not on the Platform page where you created the tunnel. If you already have a tunnel and are wondering "where do I actually add RepoRelay to ChatGPT?", that is step 6 below, inside ChatGPT itself.
Path examples. Always quote the repository path:
`bash
# macOS / Linux
reporelay quickstart "$HOME/Projects/my-app"
`
`powershell
# Windows PowerShell — keep the backslashes
reporelay quickstart "C:\Users\you\Projects\my-app"
`
C:\Users\you\Projects\my-appis correct.C:Users\you\Projects\my-appis
not — the backslashes matter.
npm install -g reporelay-mcp@latest
npm is the supported and tested installer. Check the install:
reporelay --version
If reporelay cannot be found (command not found on macOS/Linux, is not recognized on Windows), see Troubleshooting.
reporelay quickstart "$HOME/Projects/my-app"
Replace the path with the repository you want to expose (Windows example: reporelay quickstart "C:\Projects\my-app"). Keep this terminal open.
No path? The current directory is only a default. If you omit the repository path, quickstart uses the directory you are standing in and says so in its summary. Only this default depends on the current directory — reporelay tunnel setup, tunnel doctor, and tunnel run read stored per-user configuration and work from any directory. The tunnel does not need to be started from the repository directory.
You should see:
Ready.
Local MCP: http://127.0.0.1:7676/mcp
The normal quickstart enables the 7-tool handoff surface (4 inspection tools + 3 fixed handoff writers). RepoRelay now creates a small .ai-handoff workspace and an AGENTS.md note so ChatGPT can leave structured tasks and reviews for a separate local coding agent:
.ai-handoff/NEXT_TASK.md
.ai-handoff/REVIEW.md .ai-handoff/RESULT.md .ai-handoff/STATE.json AGENTS.md
Using read-only mode instead (--no-handoff-writes, the recommended starting mode for personal ChatGPT workspaces that expose developer mode and Tunnel)? RepoRelay exposes the 4 read/search tools and creates none of these files. See Read-only mode.
Why does RepoRelay create these? ChatGPT still cannot run commands, use Git, or arbitrarily edit your repository. These files are simply a place where ChatGPT can leave a task, and a separate local coding agent (running on your own machine, with your own permission) can leave its result. More below in ChatGPT ↔ coding-agent handoff.
To stop RepoRelay later, press Ctrl+C in this window. There is no reporelay quickstart --stop.
Immediately after quickstart, verify RepoRelay's actual security boundary:
reporelay audit "$HOME/Projects/my-app"
You should see:
RESULT: PASS
Audit starts its own temporary loopback listener and exercises the real authenticated MCP surface, containment checks, and handoff restrictions. It does not modify your repository. This validates RepoRelay *before* ChatGPT is connected. If you started quickstart with --no-handoff-writes, add the same flag to the audit command.
In a second terminal window, run:
reporelay tunnel setup
This starts the RepoRelay setup wizard. It does everything for you:
✓ installs a RepoRelay-supported OpenAI tunnel-client
✓ verifies it (pinned version + official SHA-256) ✓ opens OpenAI tunnel setup ✓ asks for your tunnel ID ✓ opens OpenAI runtime-key setup ✓ securely stores the pasted key ✓ creates the tunnel profile ✓ tests the complete connection
You provide exactly two things, both in OpenAI Platform:
只显示了开头部分;其余内容请在仓库中阅读