Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Compare cloned repositories against taxonomy packs: one code graph, cited claims, a matrix. Local.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"comparegraph": {
"command": "npx",
"args": [
"-y",
"@massrelayai/comparegraph",
"mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add comparegraph -- npx -y @massrelayai/comparegraph mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"comparegraph": {
"command": "npx",
"args": [
"-y",
"@massrelayai/comparegraph",
"mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"comparegraph": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@massrelayai/comparegraph",
"mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 MassRelayAI 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.1.3)은 10일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Apify MCP Server
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요