Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Compare cloned repositories against taxonomy packs: one code graph, cited claims, a matrix. Local.
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": {
"comparegraph": {
"command": "npx",
"args": [
"-y",
"@massrelayai/comparegraph",
"mcp"
]
}
}
}在终端中运行这条命令
claude mcp add comparegraph -- npx -y @massrelayai/comparegraph mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"comparegraph": {
"command": "npx",
"args": [
"-y",
"@massrelayai/comparegraph",
"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": {
"comparegraph": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@massrelayai/comparegraph",
"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6日
注册名称已通过 GitHub 账户 MassRelayAI 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(0.1.3)于10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。
同一分类中有:Spec Driven Development, Remote Desktop Commander, TF Rooms
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Live room availability, rates and stay quotes for 12 New Leaf motels in Twin Falls, Idaho.
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).
One binary, no runtime. Linux x64 and arm64, macOS arm64 and x64, Windows x64; anywhere else, build from source.
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
curl -fsSL https://raw.githubusercontent.com/MassRelayAI/comparegraph/main/scripts/install.sh | sh
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).
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.
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.
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.
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:
store_hash. comparegraph check rebuilds and compares, and an incremental build must equal build --full (equal on both large trees in the Plan 6 report).observed, derived, inferred or unknown, plus a limitations[] list of what the engine cannot see.has and partial need --at path:start-end matching a stored node; otherwise the engine refuses. A moved citation shows as unknown* after check.--searched terms that find nothing, the same terms with every hit named in --read-hits as opened and rejected, or the graph check: four channels (symbols, paths, community terms, node kinds) all empty. A none with --searched must name as read the top 10 ranked candidates that absent-check --searched returns (read_set); candidates beyond the cap are recorded as a read_capped limitation. An unread candidate in the top 10 refuses the claim and names it.Agains
只显示了开头部分;其余内容请在仓库中阅读