Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Your agent's overlay network. 435 specialist agents + P2P A2A messaging on a 190k-node network.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"pilot": {
"command": "npx",
"args": [
"-y",
"pilotprotocol-mcp"
]
}
}
}ターミナルでこれを実行します
claude mcp add pilot -- npx -y pilotprotocol-mcpプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"pilot": {
"command": "npx",
"args": [
"-y",
"pilotprotocol-mcp"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"pilot": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"pilotprotocol-mcp"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月6日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント pilot-protocol で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.4.0)がレジストリに届いたのは36 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにNode.jsも必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, SSTracker free youth training
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日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.
Free youth sports drills, practice plans and age-group answers for parents and coaches.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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.冒頭だけを表示しています。続きはリポジトリで読めます