GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
作者提供的说明(英文原文)
Code search, symbols and call graph for AI coding agents. Answers in milliseconds.
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": {
"indexio": {
"command": "npx",
"args": [
"-y",
"indexio",
"mcp"
]
}
}
}在终端中运行这条命令
claude mcp add indexio -- npx -y indexio mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"indexio": {
"command": "npx",
"args": [
"-y",
"indexio",
"mcp"
]
}
}
}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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"indexio": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"indexio",
"mcp"
]
}
}
}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 IOServicesLabs 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(0.1.13)于3天前进入注册中心。
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, Python (uv)。
同一分类中有:GitHub, Desktop Commander, Cloudflare MCP
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
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
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。
indexio is a code search engine for AI coding agents. It indexes all the repositories of an organization one time. It answers a query in milliseconds. It gives the index to agents as a tool through the Model Context Protocol (MCP) and through an HTTP API.
indexio is one binary, written in Rust. It does not need a database or an external service. The index is a set of files in one data directory. You can copy that directory to another machine.
Paste the block below to Claude Code, Cursor, Codex or any coding agent that can run shell commands. It installs indexio, indexes your code, registers the MCP server and verifies the result. Replace ~/code with the folder that holds your repositories.
Install indexio (https://github.com/IOServicesLabs/indexio) on this machine and connect it
to me. Do these steps in order and stop at the first failure with the exact error.
pip install indexio-cli, npm install -g indexio, or the cargo install above. The binary lands in ~/.local/bin (Linux), %LOCALAPPDATA%\Programs\indexio (Windows) or ~/.cargo/bin (cargo). If indexio --version is not found afterwards, add that folder to PATH and open a new shell. git must be on PATH.
What the agent gets afterwards: code_search, code_grep, find_symbol, who_calls, file_outline, read_span, impact_of_symbol, impact_of_diff and recall as tools, answered from the index in milliseconds. The tools table describes each one.
Pick one. Each one gives you the indexio command.
| Platform | Command | |
|---|---|---|
| Linux | `curl -fsSL https://raw.githubusercontent.com/IOServicesLabs/indexio/main/install.sh \ | sh` |
| Windows (PowerShell) | `irm https://raw.githubusercontent.com/IOServicesLabs/indexio/main/install.ps1 \ | iex` |
| npm (Linux, Windows) | npm install -g indexio | |
| pip (Linux, Windows) | pip install indexio-cli | |
| Docker | docker pull ghcr.io/ioserviceslabs/indexio | |
| Homebrew, winget | not yet; use a script or a package above | |
| From source (Rust 1.85+; the way to install on macOS) | cargo install --git https://github.com/IOServicesLabs/indexio indexio |
The scripts and the npm package download the binary of the latest release for your OS and CPU and check its SHA-256. The pip wheels carry the binary inside them, one wheel per platform. The pip package is called indexio-cli because indexio on PyPI belongs to an unrelated project; the command it installs is indexio. The container image works with no install at all: see Deploy with Docker. git must be on the PATH. No service, no database and no model download is necessary.
Run the same install command again. The index in ~/.indexio stays, and you do not index again.
| Installed with | Upgrade command | |
|---|---|---|
| Script, Linux | `curl -fsSL https://raw.githubusercontent.com/IOServicesLabs/indexio/main/install.sh \ | sh` |
| Script, Windows | `irm https://raw.githubusercontent.com/IOServicesLabs/indexio/main/install.ps1 \ | iex` |
| npm | npm install -g indexio@latest | |
| pip | pip install -U indexio-cli | |
| Docker | docker pull ghcr.io/ioserviceslabs/indexio:latest, then recreate the container | |
| Source | cargo install --git https://github.com/IOServicesLabs/indexio indexio --force |
Then do two more steps:
indexio hook install. It adds the hooks that the new version brings and repairs the others. It keeps your own hooks.Running sessions do not stop you from upgrading:
install.ps1 moves the running indexio.exe to indexio.old.exe and copies the new one in.Three commands. The third one is only for Claude Code.
indexio add ~/code # 1. index every git repository under a folder
indexio search parse_config # 2. search it (add --mode hybrid for a question in words) indexio setup claude # 3. register the MCP server with Claude Code
Then restart Claude Code. Its sessions now have the indexio tools. Two optional commands make the savings larger:
indexio hook install # reads and greps of indexed files go through the index
indexio sync # run from cron or a timer to keep the index current
indexio stats shows what is indexed. indexio usage shows the tokens the index served against what the built-in tools would have returned.
All data goes into one directory: --data-dir, $INDEXIO_DATA_DIR, or ~/.indexio.
indexio answers three kinds of question about the code of an organization.
| Kind | Example | Method |
|---|---|---|
| Lexical | Where is WalkState::new defined? Which Rust files match /fn parse_*/? | Trigram index, regex, exact identifiers |
| Semantic | How do we buffer printer output? Where do we refresh the auth token? | Vector search over syntax-aware code chunks |
| Hybrid | Any question | Lexical, BM25 and semantic results, fused by Reciprocal Rank Fusion (RRF) |
indexio also knows the definitions and the call graph of the code. It can tell you where a symbol is defined, who calls it, and what breaks if you change it.
Each add indexes the source immediately and builds the semantic plane.
indexio add ~/code # every git repository under the folder, at any depth
indexio add /srv/checkouts/legacy-monolith # a folder without git: indexed as-is indexio add github:my-org # a GitHub organization or user indexio add github:my-org/payments # one GitHub repository indexio add azdo:my-org/Platform # an Azure DevOps project indexio add https://gitlab.example.com/g/r.git # any git host
Search:
indexio search parse_config
indexio search "how is backpressure applied" --mode hybrid
Serve the index to agents:
indexio mcp # MCP over stdio
indexio serve # HTTP API on http://127.0.0.1:7717
indexio remembers each source in /sources.json. indexio sources lists the sources and the registered repositories. indexio remove forgets a source.
Useful flags for add: --limit 20 (trial run on a large organization), --include-forks, --include-archived, --full-clone, --dest DIR (where remote clones go), --no-embed, --exclude PATH, --pdf-text.
Folders with repositories and other files. A folder often holds git repositories and files that are not in any repository: notes, specs, exports, PDFs. indexio add indexes each repository as a repository, and the other files as one more repository with the folder's name:
projectA/ indexio add ~/projectA
├── backend/ (git) → repository "backend" ├── frontend/ (git) → repository "frontend" ├── docs/notes.md → repository "projectA": the contents ├── docs/spec.pdf → repository "projectA": the name only └── old-copy/ → left out with --exclude old-copy
list_files and a search for words of the name find them. read_span on one says that its contents are not indexed; read the file itself. The hooks let a Read of such a file through.--pdf-text indexes the text layer of these PDFs instead of their name. A PDF that was exported from a document (Word, Google Docs, a browser) has one, so a search finds words inside it. A scanned PDF has no text layer and keeps its name-only entry: indexio does no OCR. The extracted text has the text size limit. A PDF over 64 MiB, or one that takes longer than 20 seconds to read, keeps its name-only entry. The option is remembered with the source.--exclude PATH (repeatable, relative to the folder) keeps a folder out: it is not a repository and its files are not indexed. Excludes are remembered with the source and accumulate when you run add again.Credentials. indexio reads credentials from the environment only: GITHUB_TOKEN (or GH_TOKEN)
只显示了开头部分;其余内容请在仓库中阅读