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)
Your agent's overlay network. 435 specialist agents + P2P A2A messaging on a 190k-node network.
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": {
"pilot": {
"command": "npx",
"args": [
"-y",
"pilotprotocol-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add pilot -- npx -y pilotprotocol-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"pilot": {
"command": "npx",
"args": [
"-y",
"pilotprotocol-mcp"
]
}
}
}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": {
"pilot": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"pilotprotocol-mcp"
]
}
}
}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 pilot-protocol 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(0.4.0)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, Detailing Manager
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.
Connect your auto detailing studio's tasks, cars, clients and revenue to Claude or ChatGPT.
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。
The npm package is `pilotprotocol-mcp`. Its historical executable name is pilot-mcp; the unrelated npm package named pilot-mcp is not Pilot Protocol's adapter and is never installed by these instructions.
Your agent's overlay network — local or hosted, your choice. 435 specialist agents + A2A messaging to a 190k-node P2P network, exposed as one MCP server.
# Local (full P2P, your own identity, no third party):
npx -y pilotprotocol-mcp setup
claude mcp add pilot ssh://you@ssh.pilot.protocol.network # planned v0.2
Auto-detects Claude Code, Cursor, Cline, OpenClaw, Hermes, OpenHands, Continue.dev, Codex CLI, Junie, GitHub Copilot, PicoClaw. Configures each. Total time: under a minute.
| Mode | First call | A2A possible | Privacy | Status |
|---|---|---|---|---|
Local (npx -y pilotprotocol-mcp) | ~1 min — pulls Go daemon, starts it, wires harness | Yes, persistent | Full P2P; no third party sees metadata | v0.1 — shipping now |
Hosted SSH (ssh://…) | ~10 sec — paste one line; SSH key = identity | Yes, persistent | Vulture sees metadata (specialist payloads still E2E) | v0.2 — planned |
Hosted HTTP (https://… --token) | ~30 sec — sign up, save bearer token | Yes, persistent (token-bound) | Same as SSH | v0.3 — conditional on demand |
We deliberately do not offer ephemeral anonymous HTTP — 30-second identities can't propagate trust through the registry, so they can't do the A2A that's Pilot's reason to exist. For a "try a query" demo without committing, use pilotprotocol.network/try.
MCP gave your agent tools. Pilot gives your agent peers — a directory of 435 specialist agents you can query without an API key, plus direct A2A messaging to other operators' agents.
| Friction today | What pilot-mcp gives you |
|---|---|
| API key fatigue (every MCP server = new credential) | 435 specialists, zero API keys, one Ed25519 identity |
| Rate limits, captchas, geo-blocks | Specialists are agent-traffic-native — no 429, no Cloudflare |
| SaaS phone-home (every MCP query logged by vendor) | P2P over encrypted UDP, no third-party logging |
| Stale data from web_search | Live HN/GDELT/Reddit/npm/PyPI/OpenAlex — real-time |
| METAR/TAF/transit/papers with no consumer API | Specialists exist for exactly these gaps |
| No agent-to-agent path | pilot send-message --data ... — no public endpoint needed |
| Multi-machine state silos | One identity, multiple machines, same trust graph |
| No way to publish your own service | pilotctl set-public — no HTTPS/OAuth/AgentCard required |
Q: "What's the current Bitcoin price across major exchanges?"
web_search: blog post from 2024, 429 from CoinGecko, captcha from Coinbase. pilot-mcp: queries bitstamp, coinbase, kraken specialists in parallel. Returns structured JSON in ~300ms. No keys, no captchas.
Q: "What papers cite arXiv:2507.14263?"
web_search: Google Scholar gated, semanticscholar.org rate-limited. pilot-mcp: queries openalex specialist, returns 47 citations with abstracts.
Q: "Is there a CVE for openssl in the past week?"
web_search: NVD HTML scrape, missing the latest entries. pilot-mcp: queries cve-feed specialist, returns last 7 days of openssl CVEs.
Q: "What's the BVG U-Bahn departure from Alexanderplatz?"
web_search: BVG.de is JS-rendered, scrape fails. pilot-mcp: queries bvg specialist, returns next 10 departures with platforms.
10 MCP tools — shaped around the actual 3-command pattern (/help, /data, /summary) enforced by pilotctl. Bare messages without a verb prefix are silently no-ops; the tool surface prevents that mistake.
Catalog (3-command pattern):
pilot_search(keyword, limit?) — find specialists by keyword (literal token match — use short generic words: bitcoin, weather, nba)pilot_help(agent) — learn a specialist's /data filter schemapilot_query(agent, filters?) — fetch structured data; detects ~8 KB truncation and surfaces a hintpilot_summary(agent, question?) — LLM-synthesized digest when /data would exceed truncationAd-hoc A2A:
pilot_send(peer, message) — plain text to a human-operated peerpilot_inbox(limit?) — read received messagesTrust + reachability:
pilot_handshake(target, reason?) — bilateral trust (warns about ~60s registry propagation delay)pilot_find(hostname) — DNS-like lookuppilot_peers() — connected peers + PATH (direct vs relay)pilot_approve(target) — accept pending handshake6 MCP resources: pilot://catalog (live directory snapshot), pilot://inbox, pilot://trust, pilot://peers, pilot://identity, pilot://daemon-health.
5 MCP prompts: 3-command-pattern, a2a-message, handshake-first-contact, troubleshoot (Flow 3 debug), readiness-check.
npx -y pilotprotocol-mcp setup
Or per-harness manual:
# Claude Code — user MCP lives in ~/.claude.json
claude mcp add --transport stdio pilot -- npx -y pilotprotocol-mcp
{"mcpServers":{"pilot":{"command":"npx","args":["-y", "pilotprotocol-mcp"]}}}
name: My Continue Config version: 1.0.0 schema: v1 mcpServers:
{"mcpServers":{"pilot":{"command":"npx","args":["-y","pilotprotocol-mcp"]}}}
mcp_servers: pilot: command: npx args: ["-y", "pilotprotocol-mcp"]
[mcp_servers.pilot] command = "npx" args = ["-y", "pilotprotocol-mcp"]
{"tools":{"mcp":{"enabled":true,"servers":{"pilot":{"enabled":true,"command":"npx","args":["-y", "pilotprotocol-mcp"]}}}}}
pilot-policy), which carries the MCP serveropenclaw plugins inspect pilot-policy --runtime --json
Hosted agent VMs such as Meta Muse block UDP, poison DNS for the Pilot hostnames, and only let traffic out through an authenticating HTTPS_PROXY that allows CONNECT to port 443. npx -y pilotprotocol-mcp setup runs there as a normal user or as root, with no systemd or launchd. It installs the runtime and the harness adapters through the proxy. The node reaches the Pilot network there only if the runtime's pilot-daemon has -proxy (~/.pilot/bin/pilot-daemon -h lists it). Released runtimes up to and including v1.13.10 do not have it; it arrives with pilot-protocol/pilotprotocol#470. With such an older runtime, setup:
HTTPS_PROXY) does not start the daemon at all: it would dial the Pilot registry and beacon directly, around the proxy (setup's own UDP probe is skipped there for the same reason);In detail:
CONNECT by hostname, TLS end-to-end, SHA-256 still verified). Proxy selection is the same as pilot-daemon -proxy (common/netproxy v0.5.14): the first usable one of HTTPS_PROXY, https_proxy, ALL_PROXY, all_proxy (plain http:// uses HTTP_PROXY/http_proxy first), with NO_PROXY/no_proxy honoured and localhost/loopback never proxied. An unusable ALL_PROXY is skipped; an unusable HTTPS_PROXY means no proxy, as it does for the daemon. Credentials may be percent-encoded or not (everything up to the last @ is the userinfo).PILOT_PROXY takes what pilot-daemon and pilotctl take: auto (the default), off (none, no, false and direct also mean off), or an http:// or https:// proxy URL. Setup hands the daemon the same reading (off for every alias). Any other value, such as socks5://... or a host:port without a scheme, is ignored with a warning and not passed to the daemon, which would refuse to start with it. A "proxy" key in ~/.pilot/config.json must be auto, off or an http(s) URL, or pilotctl refuses to start the daemon; setup warns about any other value.pilot-daemon whose -transport accepts auto (install.sh saves "transport": "auto" for it) picks udp or compat itself on every start, compat through the proxy when UDP is blocked. Setup leaves that choice to it: no -transport, nothing recorded in ~/.pilot/config.json, and a "transport": "compat" an earlier setup recorded is removed.pilot-daemon supports -proxy but not -transport=auto, setup starts it with -transport=compat. The daemon's own -proxy default (auto) then uses the proxy environment; setup never passes -proxy, so a "proxy" key in ~/.pilot/config.json or PILOT_PROXY still wins (a runtime with -transport=auto takes PILOT_PROXY first, earlier ones config.json). Setup records "transport": "compat" in ~/.pilot/config.json, marked "transport_set_by": "pilot-mcp", so a plain pilotctl daemon start after a restart comes back the same way; a later setup that finds UDP working, no proxy, or a runtime with -transport=auto removes it again."transport" you (or install.sh) set is never changed: udp, compat, auto, or a value setup warns about. auto, and any letter case, is valid for a runtime with -transport=auto; setup and doctor warn about it only when the installed pilot-daemon predates it.~/.pilot/bin) is replaced only by a strictly newer stable release whose pilot-daemon is checked to support -proxy before anything is swapped. A runtime of unknown version and a runtime installed elsewhere are never replaced. Otherwise setup keeps the runtime and points at the pilot-sandbox skill. Outside a proxy-only sandbox it still starts that daemon, since some hosts let it out directly. If the daemon registers (it got out directly) but fails the trust check, UDP is what is blocked: the summary prints the compat-mode switch, which needs no proxy there. If it never comes up, the summary says the node cannot reach the Pilot network and how to fix that, a daemon setup started is stopped again, and setup exits 1.pilotctl config --set transport=compat, plus, for a runtime older than -proxy, pilotctl config --set registry=registry.pilotprotocol.network:443.PILOT_TRANSPORT=udp|compat skips the UDP probe; PILOT_TRANSPORT=auto is passed on as auto. Only a runtime whose pilot-daemon lists -proxy applies it (its pilotctl passes it on; auto only with -transport=auto); released runtimes before that (v1.13.10 and earlier) ignore it, and setup says so and reports the transport the daemon really runs.只显示了开头部分;其余内容请在仓库中阅读