Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
M1ND_WORKSPACE_ROOT必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"m1nd": {
"command": "npx",
"args": [
"-y",
"@maxkle1nz/m1nd"
],
"env": {
"M1ND_WORKSPACE_ROOT": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add m1nd --env M1ND_WORKSPACE_ROOT=your-value -- npx -y @maxkle1nz/m1nd動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"m1nd": {
"command": "npx",
"args": [
"-y",
"@maxkle1nz/m1nd"
],
"env": {
"M1ND_WORKSPACE_ROOT": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"m1nd": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@maxkle1nz/m1nd"
],
"env": {
"M1ND_WORKSPACE_ROOT": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
M1ND_WORKSPACE_ROOT envこの設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント maxkle1nz で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(1.5.0)がレジストリに届いたのは3 か月前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにNode.jsも必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, OpenTakeoff
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日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.
Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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.冒頭だけを表示しています。続きはリポジトリで読めます