Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.
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.
M1ND_WORKSPACE_ROOT필요한 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": {
"m1nd": {
"command": "npx",
"args": [
"-y",
"@maxkle1nz/m1nd"
],
"env": {
"M1ND_WORKSPACE_ROOT": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add m1nd --env M1ND_WORKSPACE_ROOT=your-value -- npx -y @maxkle1nz/m1nd실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"m1nd": {
"command": "npx",
"args": [
"-y",
"@maxkle1nz/m1nd"
],
"env": {
"M1ND_WORKSPACE_ROOT": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"m1nd": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@maxkle1nz/m1nd"
],
"env": {
"M1ND_WORKSPACE_ROOT": "your-value"
}
}
}
}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.
M1ND_WORKSPACE_ROOT env이 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 7일 점검
레지스트리 이름이 GitHub 계정 maxkle1nz 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(1.5.0)은 3개월 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, Dialyne
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.
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제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
m1nd is a local code graph and evidence-linked memory for MCP coding agents. Find connected code, inspect the impact of a change, and carry verified findings into the next session. Answers include trust signals and explicit gaps so your agent knows what still needs checking.
Built for developers working across unfamiliar repositories, multi-file changes, or repeated agent sessions. Use your existing MCP host; the runtime is Rust and the license is MIT.
Get started · Workflows · Limits · Documentation
north combines task context, bounded source excerpts, binding trust, prior memory, and a suggested next move. seek finds candidates; impact helps inspect their neighbors before editing.memorize stores claims with evidence paths and provenance. The next session can recall them and check whether they still apply.reverify, abstain, and insufficient_evidence are useful results. A graph connection is a reason to inspect code, not proof that a change is safe.The graph and memory live on your machine. m1nd does not require an LLM API key for graph queries. Installation, updates, optional model downloads, and network-backed document providers can use the network or transmit documents to a configured endpoint; your MCP host has its own data policy.
Version matters: GitHub/native 1.6.5, crates.io packages, and npm 1.6.5 are published from immutable commit 363bc97f2336c73e90802916804dccd2109c5746; npm latest is 1.6.5 as of 2026-10-12. The learning-event separation merged after that release in PR580 is Unreleased, even though source package versions still say 1.6.5.
You need Node.js 18+ and a repository you can read. Install the signed native 1.6.5 artifact, then run this POSIX-shell recipe from your repository:
export M1ND_BINARY="$HOME/.local/share/m1nd/versions/1.6.5/m1nd-mcp"
"$M1ND_BINARY" --version
( unset M1ND_RUNTIME_DIR M1ND_MCP_ARGS npx -y @maxkle1nz/m1nd@1.6.5 agent first-minute --repo . \ --binary "$M1ND_BINARY" --query "where is configuration loaded?" --json )
first-minute discovers a covering served owner first. Otherwise, the matching wrapper/native runtime prepares only the exact launcher-granted repository in an external private cache. Source files remain inputs. Only when reusing the automatic isolated cache does the CLI refresh the declared root before retrieval. Attached-owner freshness follows the owner's own semantics; inspect that owner's version, repository binding, and freshness rather than inferring them from the selected client binary. Check runtime.boot, returned source locations, and gaps. This is not authority to create a shared brain, move a binding, or call generic ingest.
To connect an MCP host, follow the 1.6.5 quick start. Direct stdio needs an explicit workspace grant and an existing external private runtime; a shared owner has separate preparation and authority requirements. See agent autonomy.
You need Node.js 18+, an MCP host, and a repository. First install the signed native 1.6.3 artifact; that guide uses cosign and an exact release URL. The prebuilt 1.6.3 release covers Linux x86_64 and macOS x86_64/ARM64. Run this POSIX-shell recipe from the repository you want to use; it deliberately pins the wrapper:
# After the signed installation guide, select the exact native binary.
export M1ND_BINARY="$HOME/.local/share/m1nd/versions/1.6.3/m1nd-mcp" "$M1ND_BINARY" --version
export M1ND_RUNTIME_DIR="$(pwd -P)/.m1nd"
npx -y @maxkle1nz/m1nd@1.6.3 init --birth . --binary "$M1ND_BINARY"
npx -y @maxkle1nz/m1nd@1.6.3 hosts plan --host claude --project . --binary "$M1ND_BINARY" npx -y @maxkle1nz/m1nd@1.6.3 hosts apply --host claude --project . --binary "$M1ND_BINARY" --yes
Replace claude with your host, such as codex or cursor. Follow the printed instructions: some host-managed configuration and hooks are printed for you to install, not written automatically. Restart or reconnect the host after configuration changes. See the host integration matrix for host-specific behavior.
Before reconnecting, add M1ND_RUNTIME_DIR to the generated MCP server environment with the same absolute path printed by echo "$M1ND_RUNTIME_DIR". Keep the generated M1ND_WORKSPACE_ROOT. hosts apply does not add the runtime selector for you; without it, a host launched elsewhere can open a different graph.
This recipe targets native 1.6.3. Pinning the npm wrapper alone does not pin update apply; that command follows the registry channel and is intentionally excluded here. If the selected binary reports a different version, check that release's setup contract before continuing. The birth command is a human terminal step, not an agent tool call. Its receipt must report brain: "owner_bound_graph", the intended born_root, the exact runtime in store_dir, and node_count > 0. If it refuses, follow its diagnostic rather than replacing another runtime or forcing ingest. For source builds, use the separate contributor path below.
Ask your connected agent:
Use m1nd to orient on this repository. Find where configuration is loaded, show the relevant source locations, and tell me what you still need to verify. Do not edit files.
The agent should call north first, then use seek and source inspection as needed. Success means the response covers the correct repository and points to real code you can open. A reverify verdict is expected under the current calibration containment: inspect the evidence. A missing graph or wrong-workspace binding needs recovery; an empty result may need a different query.
Quick-start troubleshooting covers missing binaries, host configuration, and binding errors. Your first query shows the actual MCP calls.
For contributors testing the unreleased learning fix, select a main revision containing PR580 explicitly and use its matching wrapper and native runtime. A version string alone does not establish that the fix is present. --binary selects the executable used by the CLI, but default discovery can still attach it to an older covering owner. Use --no-attach and clear ambient runtime/attach overrides to run this exact revision in an automatic isolated cache:
git clone https://github.com/maxkle1nz/m1nd.git
cd m1nd git checkout --detach 74d0348c9a5a1e0d5d5e5b5a784ee4f3771d0808 cargo build --release -p m1nd-mcp ./target/release/m1nd-mcp --version ( unset M1ND_RUNTIME_DIR M1ND_MCP_ARGS M1ND_ATTACH_URL node npm/bin/m1nd.js agent first-minute --repo /absolute/path/to/your/repo \ --binary ./target/release/m1nd-mcp --no-attach --query "map this repo" --json )
PR580's learning semantics are available on main but are absent from the sealed 1.6.5 artifacts. Automatic isolated preparation already shipped in 1.6.5; it is not a preview feature of PR580. See the launcher contract. The contributor development kit provides checkout-private state for development.
| Task | Start with | Check before acting |
|---|---|---|
| Understand unfamiliar code | north → seek → surgical_context | Open the returned source; check the workspace binding and trust envelope. |
| Plan a cross-file change | impact and why on a returned node | Confirm callers and imports with source/compiler tooling; unresolved edges are gaps. |
| Resume an investigation | north, boot_memory, or trail_resume | Review evidence, author, age, and any stale flags before reusing a claim. |
| Preserve a verified finding | memorize with repo-relative evidence paths | Store what you actually verified, not an agent's untested conclusion. |
| Coordinate parallel agents | One served owner and attached clients | Treat overlap notices as a request to coordinate; they do not prevent edits. |
See worked examples, use cases, and the tool reference. The default tool menu is deliberately small. help discovers the full registry; M1ND_TOOL_TIER=full expands the advertised menu. Published 1.6.5 also offers M1ND_TOOL_TIER=investigate: the core plus five session-local snapshot tools. See the beginner and advanced recipe. Graph-linked search in 1.6.5 preserves canonical node IDs for single-file ingest roots; ambiguous file mappings are omitted. A listed or callable tool may still require authority the current session does not have.
rg may be enough.main treat all v1 calibration rows as unqualified evidence: prediction abstains and the seek envelope stays at reverify or unprovable, while scores and rankings remain available. Running calibration does not enable act. Use source, compiler, tests, and runtime checks for your change. The clock repair does not establish statistical quality.main after PR580, internal learn(correct|wrong) adjusts graph relevance weights; it records no defect, false alarm, observed co-change, or automatic antibody. Ambiguous partial feedback is refused without mutation, and zero strength is a no-op. This change is absent from sealed 1.6.5. Public learning and calibration authority floors remain blocked. See the event boundary.앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요