CompareGraph
What it does
Compare cloned repositories against taxonomy packs: one code graph, cited claims, a matrix. Local.
- Connects 在你的电脑上运行
- Account or key No key needed
- Category 开发者工具
安装
选择你使用的 AI 应用,然后复制设置。
通过 3/3 项检查 · 在你的电脑上运行 · ✓ 命令已检查 2026年11月14日
第一步:你用哪个 AI?
选择你用的应用,步骤会显示在下方。
可连接 Claude,但需要先准备
需要先在电脑上安装 Node.js(只需一次) · 仅限电脑上的 Claude 应用(Windows 或 Mac),网页和手机不可用
打开电脑版 Claude 应用的设置文件
SettingsDeveloperEdit Config
粘贴这些设置并保存文件
{ "mcpServers": { "comparegraph": { "command": "npx", "args": [ "-y", "@massrelayai/comparegraph", "mcp" ] } } }退出 Claude 再重新打开
试一试
用 CompareGraph 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude 说正在使用 CompareGraph,或回答中出现 CompareGraph 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
ChatGPT 暂时无法连接 CompareGraph
CompareGraph 需要安装在你的电脑上,而 ChatGPT 只能连接在网上运行的服务器
你可以改用这些方式
A · 使用能连接 CompareGraph 的应用
- 需要先在电脑上安装 Node.js(只需一次) · 仅限电脑上的 Claude 应用(Windows 或 Mac),网页和手机不可用
- 需要先在电脑上安装 Node.js(只需一次)
- 需要先在电脑上安装 Node.js(只需一次)
- 需要先在电脑上安装 Node.js(只需一次)
B · 开发者工具 类中能连接 ChatGPT 的其他服务器
从同类中使用较多的里挑选,仅限用地址即可连接、无需密钥的
- Sentry✓ ChatGPT
- Compiler Explorer✓ ChatGPT
- GitDiagram✓ ChatGPT
可连接 Claude Code,但需要先准备
需要先在电脑上安装 Node.js(只需一次)
打开终端
Mac:按 Command+空格,输入 Terminal · Windows:打开 PowerShell
粘贴这条命令并按 Enter
claude mcp add --scope user comparegraph -- npx -y @massrelayai/comparegraph mcp在 Claude Code 中输入 /mcp
应能看到 CompareGraph 在列表中并显示已连接
试一试
用 CompareGraph 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude Code 说正在使用 CompareGraph,或回答中出现 CompareGraph 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
可连接 Cursor,但需要先准备
需要先在电脑上安装 Node.js(只需一次)
在 Cursor 中以 Agent 模式打开 AI 聊天
试一试
用 CompareGraph 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Cursor 说正在使用 CompareGraph,或回答中出现 CompareGraph 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Cursor 帮助页面核实 · 你的界面可能因版本略有不同
可连接 VS Code,但需要先准备
需要先在电脑上安装 Node.js(只需一次)
在 VS Code 中以 Agent 模式打开 AI 聊天
试一试
用 CompareGraph 告诉我你能帮我做什么,然后做一件给我看✓ 如果 VS Code 说正在使用 CompareGraph,或回答中出现 CompareGraph 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 VS Code 帮助页面核实 · 你的界面可能因版本略有不同
开发者专用:终端命令和 JSON 设置
安装在电脑上
Claude Code
claude mcp add --scope user comparegraph -- npx -y @massrelayai/comparegraph mcpClaude Desktop (claude_desktop_config.json)
{
"mcpServers": {
"comparegraph": {
"command": "npx",
"args": [
"-y",
"@massrelayai/comparegraph",
"mcp"
]
}
}
}Cursor (~/.cursor/mcp.json)
{
"mcpServers": {
"comparegraph": {
"command": "npx",
"args": [
"-y",
"@massrelayai/comparegraph",
"mcp"
]
}
}
}VS Code (mcp.json)
{
"servers": {
"comparegraph": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@massrelayai/comparegraph",
"mcp"
]
}
}
}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。
一览
哪些应用可以使用它
依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。
在你的电脑上运行,适用于
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
它能做什么
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。
基础检查i
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14日
- ✓ 通过
作者与仓库一致
注册名称已通过 GitHub 账户 MassRelayAI 验证,该账户拥有此仓库
- ✓ 通过
仍在维护
代码最后更新于前天
- ✓ 通过
有许可证
使用 Apache-2.0
- – 不适用
端点有响应
它在你的电脑上运行,没有互联网端点
- – 不适用
使用 OAuth 登录
在你的电脑上运行,改用本地设置
- … 尚未检查
工具描述中没有隐藏指令
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
讨论
提问、分享技巧或报告无法使用。按“有帮助”数量排序。
用户评价
还没有评价
与“开发者工具”中的其他服务器比较i
- 星标数多于此分类中其他 5880 个服务器的 0%
- 发布到注册中心的时间比此分类中其他 5880 个服务器的 60% 更新
- 基础检查结果等于或优于此分类中其他 5880 个服务器的 100%
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。
常见问题
CompareGraph 安全吗?
它在 3 项适用的基础检查中通过了 3 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。
它需要哪些密钥或代码?
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。
它在我的电脑上运行还是在云端?
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)。
它还在维护吗?
GitHub 仓库最后更新于前天,最新版本(0.1.3)于18天前进入注册中心。
哪些应用可以使用它?
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。
同类别的其他选择
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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
GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
Serena MCP: the IDE for your agent
A powerful toolkit for coding, providing semantic retrieval and editing capabilities.
作者的 README
打开 README
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。
CompareGraph
Compare many code repositories feature by feature: which one has what, with the file and lines that show it.
Get started · Usage · Commands · MCP tools · FAQ · Troubleshooting · Reports
You keep clones of the projects you care about, your own and other people's, and you write down the features you want to compare. CompareGraph reads every clone into one graph and helps you, or your coding agent, fill in a table of features against repositories. Each answer is has, partial or none, and each points at the code, or at the search that found nothing. It is free and open source (Apache-2.0), one program on your machine; it reads clones and never runs them, and the engine never calls an AI model or the network.
What you will see in ten minutes: the same kind of table for a small sample, on your screen, after installing and six commands. On your own clones, add the build: 0.82 s for 85 files to 6.20 s for 797 files on our host (timing report).
Get started
One binary, no runtime. Linux x64 and arm64, macOS arm64 and x64, Windows x64; anywhere else, build from source.
1. Install the binary
The install script downloads one file, the comparegraph binary for your platform, checks it against the release's SHA256SUMS, and copies it to ~/.local/bin. It does not use sudo and changes nothing else. Read it first if you like:
# macOS / Linux: fetch the script from the v0.1.3 tag, read it, then run it
curl -fsSLO https://raw.githubusercontent.com/MassRelayAI/comparegraph/v0.1.3/scripts/install.sh less install.sh COMPAREGRAPH_VERSION=v0.1.3 sh install.sh
the same in one line, script from main, latest release
curl -fsSL https://raw.githubusercontent.com/MassRelayAI/comparegraph/main/scripts/install.sh | sh
Windows x64 (PowerShell)
irm https://raw.githubusercontent.com/MassRelayAI/comparegraph/main/scripts/install.ps1 | iex
Windows: written to %LOCALAPPDATA%\Programs\comparegraph and added to your user PATH; open a new terminal. COMPAREGRAPH_INSTALL_DIR moves the binary. The scripts check the checksum only. Releases from v0.1.2 also carry a build-provenance attestation, which the scripts do not check; check it yourself with gh attestation verify -R MassRelayAI/comparegraph (release notes).
No pipe to a shell: Homebrew, npm, by hand, from source
Homebrew, macOS and Linux: brew install massrelayai/tap/comparegraph.
npm, any of the five platforms with Node 18 or newer (the package wraps the same release binaries): npx -y @MassRelayAI/comparegraph --version, or npm i -g @MassRelayAI/comparegraph.
By hand: comparegraph- and SHA256SUMS from the latest release; check with sha256sum -c --ignore-missing SHA256SUMS. From source, anywhere Rust 1.85 or newer runs: cargo install --locked --git https://github.com/MassRelayAI/comparegraph comparegraph (--locked matters: the Perl grammar's newest release on crates.io is yanked, and only Cargo.lock resolves).
2. See it work on the sample
The sample repository and the example list of features live in this repository, not in the binary, so the first command downloads a copy of it. Run these in any folder; they make two folders side by side, comparegraph and cg-try.
git clone --depth 1 https://github.com/MassRelayAI/comparegraph # the sample lives here
mkdir cg-try && cd cg-try # your workspace comparegraph add ../comparegraph/fixtures/typescript --name tsfix # read, never run comparegraph build tsfix # parse it comparegraph family add ../comparegraph/families/example-code-graph-tools comparegraph map tsfix example-code-graph-tools # places to read comparegraph claim tsfix symbols.extraction has --author me --at src/util.ts:11-11 comparegraph matrix example-code-graph-tools # the table
The table shows has for symbols.extraction and - (not yet answered) for the other nine features. The commands take under a second in all. Usage shows the real output of every step.
3. Compare your own repositories
The example pack describes code-graph tools. For your own field you write the list of features yourself, as a small rows.md; three rows are enough to start.
comparegraph add ../your-lib --name mine --as-root # any clones on your disk
comparegraph add ../their-lib --name theirs comparegraph build mine && comparegraph build theirs comparegraph family propose libs --repos mine,theirs # optional draft
family propose drafts a list of shared words (name, file, extract, ...), not features; keep the ones that matter, define them, and save the file as families/libs/rows.md:
---
family: libs description: the three features I want to compare
| id | group | feature | definition | counts_as_has | tier | weight |
|---|---|---|---|---|---|---|
| search.fulltext | search | Full-text search | Search over names or text through an index | a query entry point over a full-text index | basics | 2 |
| search.embeddings | search | Embedding search | Search by vector similarity | code that embeds text and ranks by similarity | extra | 1 |
| graph.communities | graph | Module communities | Groups of related code found from the graph | a clustering pass over the graph | extra | 1 |
Then comparegraph family add families/libs, map, claim and matrix libs as in step 2. map gives places to read, not verdicts: you, or your agent, open them and write each claim. The column rules are in Usage.
4. Wire up your agents (optional)
comparegraph setup --apply # omit --apply for the plan; --scope project for an entry you commit
comparegraph doctor # each client's state: aligned, stale, conflict, missing, plugin
Registers the MCP server with every agent it finds on the machine (twelve: Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Hermes, Windsurf, Antigravity, Kiro, Copilot, Copilot CLI, Qwen Code), writes a short rules block into the workspace's instruction file, and for Claude Code a session-start hook. It only wires agents; it indexes nothing. Already installed? comparegraph doctor tells you what is wired.
Claude Code as a plugin, or your agent's own command
Claude Code as a plugin: the seven skills, the server and the hook in one install (Claude Code 2.1.275 or newer; claude plugin install … does the same from a shell):
/plugin install comparegraph --marketplace MassRelayAI/comparegraph
With the plugin enabled, setup --apply leaves Claude Code's server and hook to the plugin (their rows read plugin) and still writes the rules block.
Your agent's own command, run in the workspace; each writes the user-scope entry setup would (Claude Code's default scope, local, is one doctor does not read), so doctor reads it as aligned:
| Agent | Command |
|---|---|
| Claude Code | claude mcp add --scope user comparegraph -- comparegraph --root "$PWD" mcp |
| Codex | codex mcp add comparegraph -- comparegraph --root "$PWD" mcp |
| Gemini CLI | gemini mcp add -s user comparegraph comparegraph -- --root "$PWD" mcp |
The server is listed in the MCP Registry as io.github.MassRelayAI/comparegraph; the table has every client's file.
To uninstall, see Agents, platforms, uninstall. Free and open source, with no paid tier; questions and bugs go to GitHub issues, security reports to SECURITY.md.
Why CompareGraph
Measured on six study copies and 30 features, binary 0.1.1: numbers in docs/assets/cost.json, method and caveats in the answer-size report.
You have many repositories and one question: who has what? Reading each by hand does not scale, a summary without a line number cannot be checked, and notes go stale when the code moves. Five properties, each one you can test:
- Deterministic. The same clone and version give the same
store_hash.comparegraph checkrebuilds and compares, and an incremental build must equalbuild --full(equal on both large trees in the Plan 6 report). - An evidence class on every answer. Each envelope says
observed,derived,inferredorunknown, plus alimitations[]list of what the engine cannot see. - A claim needs a citation that resolves now.
hasandpartialneed--at path:start-endmatching a stored node; otherwise the engine refuses. A moved citation shows asunknown*aftercheck. - `none` needs proof of absence. Either
--searchedterms that find nothing, the same terms with every hit named in--read-hitsas opened and rejected, or the graph check: four channels (symbols, paths, community terms, node kinds) all empty. Anonewith--searchedmust name as read the top 10 ranked candidates thatabsent-check --searchedreturns (read_set); candidates beyond the cap are recorded as aread_cappedlimitation. An unread candidate in the top 10 refuses the claim and names it. - No model in the engine. Scores, bands, descriptions and candidates are computed from stored facts. An agent may do the reading; the engine only stores, checks and refuses.
Agains