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)
Work queue for parallel coding agents: leased path-scoped claims, typed links, hash-chained history
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。
KRONICLE_LITE_DATA_DIR, SEA_LITE_ACTOR, SEA_LITE_ROLE, SEA_LITE_TRACKS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": {
"sea-lite": {
"command": "npx",
"args": [
"-y",
"sea-lite",
"serve"
],
"env": {
"KRONICLE_LITE_DATA_DIR": "your-value",
"SEA_LITE_ACTOR": "your-value",
"SEA_LITE_ROLE": "your-value",
"SEA_LITE_TRACKS": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add sea-lite --env KRONICLE_LITE_DATA_DIR=your-value --env SEA_LITE_ACTOR=your-value --env SEA_LITE_ROLE=your-value --env SEA_LITE_TRACKS=your-value -- npx -y sea-lite serve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": {
"sea-lite": {
"command": "npx",
"args": [
"-y",
"sea-lite",
"serve"
],
"env": {
"KRONICLE_LITE_DATA_DIR": "your-value",
"SEA_LITE_ACTOR": "your-value",
"SEA_LITE_ROLE": "your-value",
"SEA_LITE_TRACKS": "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": {
"sea-lite": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"sea-lite",
"serve"
],
"env": {
"KRONICLE_LITE_DATA_DIR": "your-value",
"SEA_LITE_ACTOR": "your-value",
"SEA_LITE_ROLE": "your-value",
"SEA_LITE_TRACKS": "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。
KRONICLE_LITE_DATA_DIR envSEA_LITE_ACTOR envSEA_LITE_ROLE envSEA_LITE_TRACKS 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 rafe-walker 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(0.6.0)于5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, Aiterm 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
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.
Persistent terminals and one launcher for Claude, Codex, Grok, Cursor, and Antigravity harnesses.
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。
A work queue for parallel coding agents that can't collide.
Run three agents against one backlog and the failure mode is not that they are slow. It is that two of them pick up the same ticket, both "finish" it, and the one that finishes second overwrites the first. Or one of them dies holding a ticket and nobody else ever touches it.
sea-lite is a small MCP server where tickets are fenced:
sea_next atomically picks the best eligible ticket and claims it. The caller gets a one-time claim token; every write (sea_update, sea_transition, sea_link) must present it. A write from anyone else is refused and says who holds the ticket and until when.sea-lite heartbeat a hook runs, push the expiry out again. An agent that dies stops renewing; the next reader sees the lapsed lease, treats the ticket as free, and records that it did. No sweeper, no cron.scope_conflict names the holder, ticket, paths and expiry), and sea_scope_check lets an edit hook refuse a write inside someone else's scope. A holder is an actor label plus a session, so two Claude Code terminals that both run --actor claude are still two holders (see Identity). The numbers that motivated it: PR pairs from different agents conflicted 41.7% of the time, pairs from one agent 19.8% (arXiv 2607.04697) — agents could lock tickets but not each other's files.sea-lite precommit --install) that refuses a commit staging files inside someone else's live claim, which works the same for Cursor, Codex, Copilot and humans.depends_on, blocks, parent_of, …). sea_next will not hand out a ticket whose predecessors are still open, and the precedence graph is kept acyclic on every write.sea_apply lays down up to 50 tickets and 100 links in one all-or-nothing write, so an epic with its children and dependency edges lands as a unit or not at all — and its links may point at tickets that already exist. Templates let the model write a 20-ticket chain once (for_each + {i} / {value} / {ref} / {prev}); the server expands it deterministically. The result is a ref → id map, not an echo.serve --core publishes the nine day-to-day tools in ~12 KB of tools/list (the full fifteen take ~32 KB; 0.4.0 took 59 KB), and results are compact JSON. sea_finish ends work on a ticket — an outcome (done / blocked / abandoned), a note, an optional commit sha, claim released — in one call, for one ticket or many.sea-lite release-worktree, a WorktreeRemove hook) releases it.sea_history shows a ticket's record and whether the chain still verifies; sea-lite rebuild replays the tables from the chain.One process, one file, no accounts. Speaks MCP 2026-07-28 (per-request metadata, server/discover, cacheable tools/list, outputSchema + structuredContent on every tool, multi round-trip confirmation) and still serves 2025-era clients that open with initialize, over stdio and over HTTP — the same process answers both. Runs over stdio next to Claude Code, Cursor, Codex, Copilot, Claude Desktop or any MCP client, or over Streamable HTTP (serve --http, loopback, bearer tokens, one token per actor if you want attributable claims). sea_stats / sea-lite stats account for who held what for how long; sea-lite doctor checks the install. Several server processes (one per agent, or one shared) can point at the same file; SQLite's write lock and BEGIN IMMEDIATE make claims exclusive across processes.
Requires Node ≥ 20. Data lives in ~/.kronicle-lite/kronicle-lite.db (or --data-dir, or $KRONICLE_LITE_DATA_DIR), shared with kronicle-lite if you run that too. One store serves every repository: tickets are keyed by project. The --actor label is what humans see on the board; you do not need a different label per terminal — each server process is its own session (see Identity).
claude mcp add sea-lite -- npx -y sea-lite serve --core --actor claude
--core serves the tools an agent uses day to day (see Profiles); drop it for all fifteen.
Each Claude Code session's server picks up CLAUDE_CODE_SESSION_ID and CLAUDE_PROJECT_DIR, so two sessions in one repo are two holders and their queue is that repo's. Copy skills/work-queue/ into .claude/skills/work-queue/ so the agent knows the claim → scope → work → release loop, wire the edit hook from hooks/README.md (or install the cc-anchor plugin, which ships it) so an Edit/Write inside someone else's scope is blocked before it happens, and add the git guard:
npx sea-lite precommit --install # .git/hooks/pre-commit
Heartbeat. sea-lite renews a holder's leases on every sea-lite tool call it makes, which covers an agent that keeps using the queue. A long stretch of plain edits and test runs makes no sea-lite call, so also wire a PostToolUse heartbeat: cc-anchor's heartbeat hook is the recommended one (it renews your claims as you work, rate-limited, in the background), or sea-lite heartbeat --hook from hooks/README.md. Measured (agent-memory-bench S13, lease 5 s, task 12 s): without a hook the lease lapses mid-task and the holder learns it only at its next fenced write; with cc-anchor's heartbeat the claim held 3/3.
.cursor/mcp.json in the project (or ~/.cursor/mcp.json for everywhere):
{
"mcpServers": { "sea-lite": { "type": "stdio", "command": "npx", "args": ["-y", "sea-lite", "serve", "--actor", "cursor"], "env": { "KRONICLE_LITE_DATA_DIR": "${userHome}/.kronicle-lite" } } } }
Cursor asks before running MCP tools unless you allowlist them; the read-only ones (sea_get, sea_list, sea_history, sea_scope_check, sea_stats) are safe to allow. Put skills/work-queue/SKILL.md into a project rule so the agent claims its paths before editing.
~/.codex/config.toml (or .codex/config.toml in a trusted project):
[mcp_servers.sea_lite]
command = "npx" args = ["-y", "sea-lite", "serve", "--actor", "codex"] env_vars = ["KRONICLE_LITE_DATA_DIR"] startup_timeout_sec = 20 default_tools_approval_mode = "writes" # prompt only on write tools
[mcp_servers.sea_lite.tools.sea_transition] approval_mode = "prompt" # terminal states are irreversible
[mcp_servers.sea_lite.tools.sea_finish] approval_mode = "prompt" # closes tickets (terminal, no exit)
Codex reads the server instructions; the loop is in them.
Repository Settings → Copilot → MCP servers, "MCP configuration". The coding agent runs in a fresh Actions sandbox, so point it at a store the run can reach, and allowlist tools explicitly: GitHub recommends read-only tools, and Copilot code review only loads tools whose annotations.readOnlyHint is true. Ours that qualify: `sea_get`, `sea_list`, `sea_history`, `sea_scope_check`, `sea_stats`.
{
"mcpServers": { "sea-lite": { "type": "local", "command": "npx", "args": ["-y", "sea-lite", "serve", "--actor", "copilot", "--data-dir", "/tmp/sea-lite"], "env": { "SEA_LITE_ROLE": "agent" }, "tools": ["sea_get", "sea_list", "sea_history", "sea_scope_check", "sea_stats"] } } }
Once a server is configured Copilot calls its tools without asking, so add the write tools (sea_create, sea_apply, sea_claim, sea_next, sea_update, sea_transition, sea_finish, sea_link, sea_refresh, sea_release) only if you want the agent taking and closing tickets on its own. Secrets and variables for the env block must be named COPILOT_MCP_*.
{ "mcpServers": { "sea-lite": { "command": "npx", "args": ["-y", "sea-lite", "serve", "--actor", "me"] } } }
A 2026-07-28 client probes with server/discover; a 2025 client sends initialize; both are served.
serve --http)For a client that cannot spawn a process, or several agents sharing one queue server:
npx sea-lite serve --http --actor owner # http://127.0.0.1:7418/mcp
npx sea-lite add-token --actor agent-a # prints a token once; stores its sha256 npx sea-lite add-token --actor agent-b
{ "mcpServers": { "sea-lite": { "type": "http", "url": "http://127.0.0.1:7418/mcp",
"headers": { "Authorization": "Bearer " } } } }
| Flag | Default | ||
|---|---|---|---|
--port N / --host H | 7418 / 127.0.0.1 | kronicle-lite's serve --http is 7417 | |
--bearer T / --bearer-file F | /http-bearer.token (created 0600) | the shared owner token (same file kronicle-lite uses); a token file group or others can read is refused unless --allow-insecure-token-file | |
--actors-file F | /http-actors.json if present | per-actor tokens from add-token (sha256 only, 0600); re-read when it changes, so add-token works without a restart | |
--allow-origin H,.. / --allow-host H,.. | loopback only | DNS-rebinding defence; add the names clients use | |
| `--legacy stateless\ | reject` | stateless | serve 2025-era initialize clients, or refuse them with -32022 |
| `--project KEY\ | *` | * (every project) | the project this server's queue belongs to |
--actor (role --role), and a per-call actor_id is a self-asserted label, as on stdio. An actor token acts as *its* actor (and its entry's role); an actor_id naming anyone else is refused with forbidden. So claims, notes, chain events and sea_stats are attributable per token.GET/DELETE → 405. 2026-07-28 clients send per-request _meta; 2025-era clients (Cursor today) open with initialize and are served by the SDK's stateless legacy fallback from the same tools and the same per-request identity. --legacy reject makes the endpoint modern-only (initialize → 400 / -32022). Missing or wrong bearer → 401; foreign Origin or Host → 403.--project KEY (scopes are repo-relative, so run one server per repository or name it).docs/THREAT-MODEL.md → "HTTP transport" before exposing it.No MCP client and no LLM needed: the CLI drives the same queue the agents use. Every line below is run by the test suite against a fresh store.
npm i -g sea-lite # or: alias sea-lite='npx -y sea-lite'
export KRONICLE_LITE_DATA_DIR=$(mktemp -d) # a scratch store cd "$(mktemp -d)" && git init -q # any repository: tickets belong to it
sea-lite create "Add rate limiting to login" --triaged
sea-lite
只显示了开头部分;其余内容请在仓库中阅读