GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
作者提供的说明(英文原文)
The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.
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。
M1ND_WORKSPACE_ROOT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": {
"m1nd": {
"command": "npx",
"args": [
"-y",
"@maxkle1nz/m1nd"
],
"env": {
"M1ND_WORKSPACE_ROOT": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add m1nd --env M1ND_WORKSPACE_ROOT=your-value -- npx -y @maxkle1nz/m1nd运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"m1nd": {
"command": "npx",
"args": [
"-y",
"@maxkle1nz/m1nd"
],
"env": {
"M1ND_WORKSPACE_ROOT": "your-value"
}
}
}
}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": {
"m1nd": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@maxkle1nz/m1nd"
],
"env": {
"M1ND_WORKSPACE_ROOT": "your-value"
}
}
}
}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。
M1ND_WORKSPACE_ROOT env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7日
注册名称已通过 GitHub 账户 maxkle1nz 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(1.5.0)于3个月前进入注册中心。
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:GitHub, Desktop Commander, Cloudflare MCP
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
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
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。
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.只显示了开头部分;其余内容请在仓库中阅读