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)
Agent intercommunication - messaging, channels, shared state, and real-time events
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": {
"agent-comm": {
"command": "npx",
"args": [
"-y",
"agent-comm"
]
}
}
}在终端中运行这条命令
claude mcp add agent-comm -- npx -y agent-comm粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"agent-comm": {
"command": "npx",
"args": [
"-y",
"agent-comm"
]
}
}
}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": {
"agent-comm": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"agent-comm"
]
}
}
}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 keshrath 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(1.3.12)于36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 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Draugr
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.
Security scanning for AI agents: SAST, SCA, secrets, IaC, DAST, ranked by real risk.
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。
Agent-agnostic intercommunication system. Lets AI coding agents — Claude Code, Codex CLI, Gemini CLI, Aider, or any custom tool — talk to each other, share state, and coordinate work in real time.
| Light Theme | Dark Theme |
|---|---|
When you run multiple AI agents on the same codebase — code review in one terminal, implementation in another, testing in a third — they have no idea the others exist. They duplicate work, create merge conflicts, and miss context.
| Without agent-comm | With agent-comm | |
|---|---|---|
| Discovery | Agents don't know others exist | Agents register with skills, discover by capability |
| Coordination | Edit the same file, create conflicts | Lock files/regions, divide work |
| Communication | None — each agent works blind | Messages, channels, broadcasts |
| State sharing | Duplicate work, missed context | Shared KV store with atomic CAS |
| Visibility | No idea what's happening | Real-time dashboard + activity feed shows everything |
agent-comm gives them a shared communication layer:
low/normal/high/urgent) and optional ackcomm_poll) so mid-flight peer signals are consumed without busy-loopingfile-coord hook (see below) so parallel agents on shared files cannot clobber each otherIt works with any agent that supports MCP (stdio transport) or can make HTTP requests (REST API).
The MCP tools (comm_state, etc.) give agents the _primitives_ to coordinate, but they don't _enforce_ coordination — the agent has to remember to call them. Our bench measured what happens when you rely on the model's discretion: even with strict procedural prompting, Claude follows the protocol on the first claim cycle then drifts back to "be helpful, finish the task." Soft coordination is unreliable.
The fix is a pair of PreToolUse hooks shipped in scripts/hooks/: `file-coord` intercepts every Edit/Write/MultiEdit and claims the file via REST POST /api/state/file-locks/ /cas (blocks the edit if another agent holds the lock); `bash-guard` intercepts git commit, git push, npm install, npm test, builds, migrations, and dev-server starts and blocks/warns when they would conflict with another session's WIP. The protocol becomes infrastructure, not a prompt the agent might ignore.
The bench's headline pilot is `multi-term-commit` — directly modeling the daily pain of two terminal sessions on the same project. Session A edits two files but doesn't commit. Session B then edits two other files and runs git commit -am "my work". Without the hook, B's commit silently includes A's WIP. With the hook, B's commit is blocked at the bash layer with an actionable message, and B reacts (selective staging, restore, or coordinate). Bench result:
| naive (no hook) | with hooks | |
|---|---|---|
| Commit purity | MIXED — bar.js, baz.js, foo.js, qux.js | PURE — baz.js, qux.js |
| Wall time | 91.0s | 78.8s (-13%) |
| Total cost | $0.774 | $0.591 (-24%) |
| Outcome | A's WIP silently committed under B's name | clean commit, no clobber |
The hook is faster AND cheaper, not just safer. Reason: when agents lack coordination on shared workspaces, they read stale state, get confused mid-task, retry, and re-think. Serializing access and surfacing the conflict early removes that wasted thinking. Run npm run setup to install both hooks automatically; see Setup → File Coordination for manual install on Claude Code, OpenCode, or any custom MCP client. See bench/README.md for the measurement methodology.
agent-comm is a single Node process that exposes three transports — MCP stdio (for AI hosts), REST + WebSocket (for hooks, dashboards, custom scripts) — backed by a SQLite database in WAL mode. Hooks installed in your Claude Code (or other host) settings call the REST endpoint at localhost:3421 to claim file locks, query who-edited-what, and broadcast presence. The dashboard UI at the same port is a live view of every agent, message, channel, and shared-state entry. Multiple AI hosts can connect simultaneously and see the same world.
graph TD
A["Agent A (Claude Code)"] -->|MCP stdio| COMM B["Agent B (Codex CLI)"] -->|MCP stdio| COMM C["Agent C (Custom script)"] -->|REST API| COMM HK["PreToolUse hooks (file-coord, bash-guard)"] -->|REST cas| COMM
subgraph COMM["agent-comm"] D["Agents Register, discover, heartbeat"] E["Messages Direct, broadcast, channels, threads"] F["State Namespaced KV with CAS"] G["Events Real-time pub/sub"] D --> DB["SQLite DB WAL mode, FTS5 search"] E --> DB F --> DB DB --> WS["WebSocket"] end
WS --> UI["Dashboard UI http://localhost:3421"]
npm install -g agent-comm
git clone https://github.com/keshrath/agent-comm.git
cd agent-comm npm install npm run build
agent-comm runs as a stdio MCP server, so any MCP-compatible host can use it. Tested hosts include Claude Code, Cline, OpenCode, Cursor (read-only state), Windsurf, Codex CLI, Aider, and Continue.dev. Adapter recipes for each are in docs/SETUP.md.
Generic MCP config:
{
"mcpServers": { "agent-comm": { "command": "npx", "args": ["agent-comm"] } } }
Add this to your host's MCP config file (the path varies by host — ~/.claude.json for Claude Code, ~/.config/opencode/config.json for OpenCode, ~/.cursor/config.json for Cursor, etc. — see the per-host sections in docs/SETUP.md).
The dashboard auto-starts at http://localhost:3421 on the first MCP connection regardless of which host is connected.
node dist/server.js --port 3421
npm run setup
Registers the MCP server in ~/.claude.json, installs the hook scripts (lifecycle + file-coord + bash-guard), and configures permissions. Other hosts: see docs/SETUP.md for the per-host integration recipes — every host that supports pre-tool-call hooks can use the same file-coord.mjs script unchanged.
| Tool | Description |
|---|---|
comm_register | Register with name, capabilities, metadata, skills, and auto-join channels |
comm_agents | Agent management — actions: list, discover, whoami, heartbeat, status, unregister |
comm_send | Send messages — direct (to), channel, broadcast, reply (reply_to), forward (forward) |
comm_inbox | Read inbox (direct + channel messages, unread filter, importance filter, thread view via thread_id) |
comm_poll | Block until a new inbox message arrives (supports timeout_ms and importance filter) |
comm_channel | Channel management — actions: create, list, join, leave, archive, update, members, history |
comm_state | Shared key-value state — actions: set, get, list, delete, cas |
All endpoints return JSON. Loopback only: foreign Host/Origin headers get 403, request bodies must be application/json, no wildcard CORS. See full API reference for details.
GET /health Server status + uptime
GET /api/agents List online agents GET /api/agents/:id Get agent by ID or name GET /api/agents/:id/heartbeat Agent liveness (status + heartbeat age) GET /api/channels List active channels GET /api/channels/:name Channel details + members GET /api/channels/:name/members Channel member list GET /api/channels/:name/messages Channel messages (?limit=50) GET /api/messages List messages (?limit=50&from=&to=&offset=) GET /api/messages/:id/thread Get thread GET /api/search?q=keyword Full-text search (?limit=20&channel=&from=) GET /api/state List state entries (?namespace=&prefix=) GET /api/state/:namespace/:key Get state entry GET /api/feed Activity feed events (?agent=&type=&since=&limit=50) GET /api/overview Full snapshot (agents, channels, messages, state) GET /api/export Full database export as JSON
POST /api/messages Send a message (body: {from, to?, channel?, content}) POST /api/state/:namespace/:key Set state (body: {value, updated_by}) POST /api/state/:namespace/:key/cas Atomic compare-and-swap (file-coord hook uses this) DELETE /api/messages Purge all messages DELETE /api/messages Delete messages by filter DELETE /api/messages/:id Delete a message (body: {agent_id}) DELETE /api/state/:namespace/:key Delete state entry DELETE /api/agents/offline Purge offline agents POST /api/cleanup Trigger manual cleanup POST /api/cleanup/stale Clean up stale agents and old messages POST /api/cleanup/full Full database cleanup
comm_agents with action: "heartbeat" accepts an optional status_text parameter, letting agents update
只显示了开头部分;其余内容请在仓库中阅读