Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Your agent's overlay network. 435 specialist agents + P2P A2A messaging on a 190k-node network.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"pilot": {
"command": "npx",
"args": [
"-y",
"pilotprotocol-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add pilot -- npx -y pilotprotocol-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"pilot": {
"command": "npx",
"args": [
"-y",
"pilotprotocol-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"pilot": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"pilotprotocol-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 pilot-protocol 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.4.0)은 36일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Apify MCP Server
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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.앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요