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)
Shared session bus for Claude, Codex, Copilot, Cursor, Gemini, AGY, Grok, and OpenCode.
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": {
"magents": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/abnegate/magents:0.14.2"
]
}
}
}在终端中运行这条命令
claude mcp add magents -- docker run -i --rm ghcr.io/abnegate/magents:0.14.2粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"magents": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/abnegate/magents:0.14.2"
]
}
}
}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": {
"magents": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/abnegate/magents:0.14.2"
]
}
}
}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7日
注册名称已通过 GitHub 账户 abnegate 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(0.14.2)于23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 Docker。
同一分类中有:Spec Driven Development, Remote Desktop Commander, MemberVault MCP by usefulapi
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.
List courses; add users to courses, remove course access or delete users in MemberVault.
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。
Claude Code, Codex, Copilot, Cursor, Gemini, AGY, Grok, and OpenCode already keep transcripts on disk. magents is the shared API over those sessions - an MCP server plus a small CLI - so one agent can pick up where another left off without you recapping, ping a *specific live chat* when you are not sitting in the middle, or start an independent persisted chat for a complete task.
It is not a second copy of history and not a fire-and-forget council. Existing chats stay the default unit of work; new chats are for independent work that benefits from its own session and working directory.
Install · Plugins · What you can do · Quick start · Tools · CLI · Releases
You already run more than one coding agent. The pain is not "more models" - it is context trapped in another window.
| Pain | What magents does |
|---|---|
| You switched hosts mid-task | Read the live session and continue *here* |
| Agent A hit a wall Agent B owns | Inject into that live chat without you as the messenger |
| A subtask can run alone | Spawn a headless persisted session with a complete prompt + reply path |
1. Handoff without a new thread You were in Claude on the disaster-recovery branch. Now you are in Grok. Ask Grok what they were doing; it reads the live session and continues. No paste buffer. No "new chat, here's the context."
2. Send when you are not the messenger Three agents running. Claude hits a wall Codex owns. Claude injects into that Codex thread and keeps going - especially useful when the sender already has the failing query, file, and constraint you would otherwise reconstruct.
3. Spawn independent work When a task can proceed alone, start a new headless persisted session with a complete prompt, an isolated working directory when files could collide, and a request to reply through magents. Spawned agents keep their host's native approval policy - spawning does not add an approval bypass.
brew install abnegate/tap/magents
magents install --all
curl -fsSL https://abnegate.github.io/apt-repo/pubkey.gpg | sudo gpg --dearmor -o /usr/share/keyrings/abnegate.gpg
echo "deb [signed-by=/usr/share/keyrings/abnegate.gpg] https://abnegate.github.io/apt-repo stable main" | sudo tee /etc/apt/sources.list.d/abnegate.list sudo apt update && sudo apt install magents magents install --all
From Releases:
curl -LSsf -o magents \
"https://github.com/abnegate/magents/releases/latest/download/magents-$(uname -m | sed 's/arm64/aarch64/')-$(uname -s | tr 'A-Z' 'a-z' | sed 's/darwin/apple-darwin/;s/linux/unknown-linux-musl/')" chmod +x magents ./magents install --all
Assets: magents-x86_64-unknown-linux-musl, magents-aarch64-unknown-linux-musl, magents-aarch64-apple-darwin, magents-x86_64-apple-darwin.
docker pull ghcr.io/abnegate/magents:latest
docker run --rm --user "$(id -u):$(id -g)" \ -v "$HOME:$HOME" -e HOME \ ghcr.io/abnegate/magents list --live
cargo install magents --locked
magents install --all
cargo install --path .
magents install --all
Host plugins package the magents skill plus an MCP entry that runs magents mcp. Install the CLI first (brew install abnegate/tap/magents), then load the matching folder under plugins/.
| Host | Path |
|---|---|
| Claude Code | plugins/claude |
| Codex | plugins/codex |
| Cursor | plugins/cursor |
| Gemini CLI | repo root (gemini-extension.json) |
| AGY CLI / Antigravity | plugins/agy |
Gemini CLI installs the extension straight from this repository:
gemini extensions install https://github.com/abnegate/magents
AGY CLI installs the plugin from plugins/agy (manifest, MCP, and skills):
agy plugin install https://github.com/abnegate/magents/plugins/agy
Details and marketplace notes: plugins/README.md.
magents install --all registers the stdio MCP server with each installed host, skipping hosts whose required binaries are unavailable:
grok mcp add magents -- magents mcp)claude mcp add --scope user magents -- magents mcp)codex mcp add magents -- magents mcp)~/.cursor/mcp.json)$XDG_CONFIG_HOME/opencode/opencode.json, default ~/.config/opencode)gemini mcp add -s user magents magents mcp)copilot mcp add magents -- magents mcp)agy mcp add magents magents mcp)It also writes the magents and learn skills under supported hosts' skills directories (~/.grok/skills/{magents,learn}, ~/.claude/skills/{magents,learn}, ~/.cursor/skills/{magents,learn}, and the OpenCode / Gemini / AGY / Copilot equivalents). /learn reads every local agent's sessions, not only Grok.
For Grok and Codex only, point a host at the binary yourself:
[mcp_servers.magents]
command = "/path/to/magents" args = ["mcp"]
For Cline, open MCP Servers → Configure MCP Servers and add this to cline_mcp_settings.json:
{
"mcpServers": { "magents": { "command": "magents", "args": ["mcp"] } } }
Restart the agent session (or refresh /mcps) so the tools appear.
Try:
magents list --live
magents digest grok:latest magents handoff grok:latest --reason "continuing in grok"
| Tool | Purpose |
|---|---|
list_sessions | Live and recent sessions; filter by cwd / branch |
get_session | Lookup by id, title, live name, pid, or agent:ref |
read_transcript | Compact inert handoff (last request, last action, recent turns) |
search_transcripts | Full-text search across those transcripts |
search_memories | Phrase search over Claude / Codex / Grok memory markdown |
create_memory | Write a note into Claude / Codex / Grok first-party memory |
spawn_session | Start a new headless persisted session for independent work |
send_message | Deliver a user turn to an existing chat |
handoff | Compact this session and inject it into another live chat |
inbox / ack / await_reply / reply | Mailbox for cross-session replies |
session_digest | Compact last request / action / cwd / branch / clipped turns |
files_touched | Paths another session edited |
stop_session | Stop a magents-supervised spawn or resume |
read_memory | Read one Claude / Codex / Grok memory markdown file |
get_note / put_note | Magents-owned shared scratch for a working directory |
whoami | Detect this connection; resolve session via env, socket, or unique cwd |
learn_collect | Collect compact records from every local agent's full history for /learn, or estimate a run |
learn_state | Read or update /learn state, decisions, and trash |
Refs can be prefixed: claude:disaster recovery, grok:latest, codex: , cursor:latest, opencode: , gemini:latest, agy: , copilot: .
magents list --live
magents list --agent grok --query edge magents get 'claude:disaster recovery' magents read grok:latest -n 20 magents digest grok:latest magents search "dedicated databases" --agent claude magents spawn codex --prompt-file /path/to/task.md --cwd /path/to/isolated-worktree magents send grok:latest "handoff: the DR runbook is in docs/RUNBOOK.md" magents handoff grok:latest --reason "continuing in grok" magents whoami magents learn estimate magents learn collect magents learn plan magents learn collect --since-last magents learn state
Pass --output json on any command for stable machine-readable stdout.
magents with no args on a piped stdin starts the MCP server.
magents spawn reads the complete task from stdin by default (--prompt-file supported). Prompt text is never a process argument.
list_sessions / read_transcript / search_transcripts / search_memories are the handoff. create_memory writes into another harness's first-party memory (Claude, Codex, or Grok).
Choose the write path by where the work should happen:
cwd when edits could collide. Success means launch accepted (accepted: true, status: "starting"), not that the task finished.send_message always appends to the mailbox, then prefers a native live path and otherwise starts a supervised headless resume:
| Surface | Delivery route |
|---|---|
| Claude Desktop | UDS user turn (/tmp/cc-socks/ .sock), then tmux or supervised claude -p --verbose --resume |
| Claude CLI | UDS when available, then tmux or supervised resume |
| Grok | Supervised grok --cwd --resume --output-format streaming-json --prompt-file /dev/stdin |
| Codex Desktop / VS Code | Length-prefixed JSON-RPC on ~/.codex/ipc/ipc.sock, then supervised codex exec ... resume |
| Codex CLI | Supervised codex exec --json -C resume - |
| Cursor | Supervised cursor-agent -p --output-format stream-json --resume --workspace |
| OpenCode | Supervised opencode run --format json --session , started in the session cwd (with PWD set) |
| Gemini CLI | Supervised gemini --resume --output-format stream-json |
| AGY CLI / Antigravity | Supervised agy --input-format stream-json --output-format stream-json --conversation |
| GitHub Copilot CLI | Supervised copilot --resume= --output-format json |
Supervised routes pass the user turn through stdin and do not expose transcript text, tokens, or raw host output in the response. Spawn never adds approval bypasses (--dangerously-skip-permissions, --yolo, --full-auto, etc.).
Session discovery sources: Claude ~/.claude and ~/.claude-* (plus Desktop Claude / Claude-* session dirs), Grok ~/.grok/active_sessions.json, Codex sqlite + rollout JSONL, Cursor agent-transcripts, OpenCode SQLite (opencode.db and channel databases, v1 session and v2 session_v2 / session_message tables), Gemini journals, AGY CLI conversations / brain plus Antigravity desktop conversation_summaries, Copilot session-state. Claude sessions include a profile field when they come from a named home (work for ~/.claude-work). Resume and live inject use that home's CLAUDE_CONFIG_DIR.
cargo test --locked --all-targets
cargo llvm-cov --locked --all-targets --ignore-filename-regex 'src/main.rs|/rustlib/' --fail-under-lines 98
CI runs format, clippy (-D warnings), the full test suite, and a 98% line-coverage gate.
MIT