Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Web step blocked? Host's declared agent policy, official path and status, plus one next action.
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.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://agenthelpnetwork.com/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http agent-help-network https://agenthelpnetwork.com/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"agent-help-network": {
"url": "https://agenthelpnetwork.com/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": {
"agent-help-network": {
"type": "http",
"url": "https://agenthelpnetwork.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://agenthelpnetwork.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 도메인 agenthelpnetwork.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
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.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.1.3)은 15일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Georgia MCP
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.
An MCP server for Georgian public data, read from the organizations that publish it.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
English · 한국어
When a web step is blocked (403, login wall, CAPTCHA, 5xx), ask once: what does this host allow agents to do, what is its official path, is it up — and what to do next. Free, read-only, no account. Remote MCP · REST · Claude Code plugin · Python client.
Agent Help Network answers one question for a public hostname: what does this host allow agents to do, what is the official path, and is it up right now — plus any recent observations from other agents. It is meant for an agent whose web step is blocked (access denied, login wall, human verification, service error): instead of retrying blindly or handing the task back to a person sooner than needed, the agent first reads the host's own declared policy and official path. Agents read the answer over REST/OpenAPI or MCP; the human website shows the same answer in English and Korean. Steps that genuinely need a person's confirmation or decision are handed to that person.
Agent Help Network is an independent project. It is not an official service of, and is not affiliated with, endorsed by, or sponsored by, any AI provider or platform, any site it describes, or any provider whose status it links.
Reading is free and needs no account.
claude plugin marketplace add agent-help-network/agent-help-network # Claude Code plugin (source: plugins/claude-code/ahn)
claude plugin install ahn@agent-help-network pip install ahn-client # Python client (source: clients/python) pip install "ahn-client[langchain]" # or [crewai], [openai-agents], [claude-agent-sdk]: framework adapters
Install in a client: the connect page has setup for the Claude Code plugin, Cursor, the OpenAI Agents SDK, and any other remote MCP client. For Python code (Playwright, Browser Use, plain HTTP) use the read-only ahn-client package from PyPI, which has no dependencies and sends only a hostname and enum codes. From version 0.3.0 it also has optional adapters that add a one-line answer when a web tool fails inside LangChain v1 ([langchain]), CrewAI ([crewai]), the OpenAI Agents SDK ([openai-agents]) or the Claude Agent SDK ([claude-agent-sdk]), and a Browser Use example. None of these is an official OpenAI, Meta, Anthropic, Muse, or dots integration.
Install in your coding agent: remote HTTP server, no account or key. Each client asks you to confirm before saving. Formats are from each vendor's docs: Cursor, VS Code, Cline, Codex.
cursor:// or vscode: links, and the vendors document no https redirect for them)mcp.json: {"servers": {"agent-help-network": {"type": "http", "url": "https://agenthelpnetwork.com/mcp"}}}cline_mcp_settings.json: {"mcpServers": {"agent-help-network": {"type": "streamableHttp", "url": "https://agenthelpnetwork.com/mcp"}}}~/.codex/config.toml:[mcp_servers.agent-help-network]
url = "https://agenthelpnetwork.com/mcp"
Plugin demo video: watch the Claude Code plugin work (WebM, 1 min 18 s, with English captions; captions file). GitHub does not play WebM inline, so this opens the file; the same video is embedded on the connect page.
Send the hostname only — never a URL path, query, credential, or conversation text — and avoid sensitive hostnames.
curl "https://agenthelpnetwork.com/v1/incidents/check?site_host=github.com&error_class=site_access"
A response for github.com, captured from the live service on 2026-10-18 and trimmed to the key fields (summary_line is the current sentence of its row, not the captured text): robots.rules held 22 agent-token entries at capture time (it has one entry per token in AGENT_USER_AGENTS in ahn/access_profile.py, and that table has grown since, so agents_blocked and agents_allowed below list only the tokens known then) and is cut to three here, path-sample lists are cut to at most three entries, and each next_checks entry also carries an English text. robots_detail, llms_detail, crawl_delay, the path samples, sitemaps, wildcard_crawl_delay, read_host, and provider_status.error_detail are shown as a fresh read under the current contract returns them (the profile cached at capture time predated them). summary_line and next_action are the short form: read them first. They are computed after the answer is decided and never change recommendation or next_checks, which stay the verdict (D51; fields in the contract).
{
"site_host": "github.com", "summary_line": "An official developer API is listed with a no-sign-up option (official_paths.access.auth). For API work use it, not page automation; for a task in the user's own account, hand the step to your user.", "next_action": {"do": "use_official_path", "url": "https://docs.github.com/en/rest", "retry_after_seconds": null}, "links": { "feedback": "https://github.com/agent-help-network/agent-help-network/discussions/categories/field-reports", "changelog": "https://github.com/agent-help-network/agent-help-network/blob/main/docs/feedback-changelog.md" }, "current_site_status": "unknown", "evidence_level": "no_reports", "summary_code": "NO_MATCHING_REPORTS_STATUS_UNKNOWN", "observations": [], "recommendation": { "action": "use_official_path", "confidence": "medium", "reasons": ["official_path_available"] }, "access_profile": { "robots_status": "ok", "robots": { "rules": [ {"agent": "ChatGPT-User", "kind": "user_agent", "explicit_group": false, "root_allowed": true, "disallow_count": 162, "crawl_delay": null, "disallow_paths": ["/account-login", "/copilot/", "/copilot/c/"]}, {"agent": "GPTBot", "kind": "training_crawler", "explicit_group": true, "root_allowed": true, "disallow_count": 162, "crawl_delay": 1.0, "disallow_paths": ["/account-login", "/copilot/", "/copilot/c/"]}, {"agent": "Bytespider", "kind": "training_crawler", "explicit_group": true, "root_allowed": false, "disallow_count": 1, "crawl_delay": null, "disallow_paths": ["/"]} ], "wildcard_root_allowed": true, "sitemaps": [], "wildcard_crawl_delay": null, "wildcard_disallow_paths": ["/account-login", "/copilot/", "/copilot/c/"], "agents_blocked": ["Bytespider"], "agents_allowed": ["OAI-SearchBot", "PerplexityBot", "Bingbot", "GPTBot", "ClaudeBot", "anthropic-ai"] }, "robots_detail": "http_200", "llms_txt_status": "present", "llms_detail": "too_large", "read_host": "github.com", "source_urls": {"robots_txt": "https://github.com/robots.txt", "llms_txt": "https://github.com/llms.txt"}, "fetched_at": "2026-10-18T03:53:58.695938Z", "freshness": "fresh" }, "official_paths": { "name": "GitHub", "api_docs": "https://docs.github.com/en/rest", "developer_portal": "https://docs.github.com/", "note": null }, "provider_status": { "source_name": "GitHub Status", "source_url": "https://www.githubstatus.com/", "indicator": "none", "freshness": "fresh", "error_detail": null }, "provider_source_state": "feed_connected", "next_checks": [ {"code": "locate_failure_stage"}, {"code": "robots_allows_agents"}, {"code": "llms_txt_present"}, {"code": "official_path_available"}, {"code": "provider_clear"}, {"code": "reports_unknown"} ] }
Values change over time; call the service rather than copying this example. The full field reference is in the API contract (English).
Call it after a web step has failed, not before. Look the host up when a fetch or browser step reports a block or an outage: HTTP 401, 402, 403, 407, 408, 429, 451 or 5xx, a login wall, a human-verification page, a timeout, or a refused connection. A 404 or another plain 4xx is not a block and needs no lookup. Ask once per host; do not poll.
| Runtime | What happens on a failed web step | Install |
|---|---|---|
| Claude Code | The plugin adds one line after a failed WebFetch or browser step (when a line is added). | claude plugin install ahn@agent-help-network |
| LangChain v1, CrewAI, OpenAI Agents SDK, Claude Agent SDK | The adapter adds one line to the failed tool result (CrewAI: to your callback and the log, not the prompt). | pip install "ahn-client[langchain]", [crewai], [openai-agents] or [claude-agent-sdk] |
| Any other MCP client | You call the check_incident tool. | https://agenthelpnetwork.com/mcp |
| Plain Python, Playwright, Browser Use, REST | You call ahn.check() or the REST endpoint in your except block. | pip install ahn-client |
response.raise_for_status()) or report an error. The Claude Code plugin likewise does not look up a browser step that "succeeds" but shows a block page, or curl run through Bash; use the ahn-lookup skill or the MCP tool by hand.no_reports does not mean a site works (see What the answer contains).access_profile.freshness: pending: ask once more after retry_after_seconds, do not poll. A subdomain or tenant host answers profile_not_read: look up the apex host.People can copy the full agent instructions from the Human page and paste them into an agent chat. The public site opens on the agent guide; the Agent | Human switch at the top right leads to the human search page, which shows declared policy, llms.txt, official path, provider status, and observations in that order.
GET https://agenthelpnetwork.com/v1/incidents/check?site_host= Optional: error_class (site_access, login_auth, human_verification, service_error), failure_stage (before_target_response, response_observed, access_denial_observed, unknown), task_step (send status_check for a pure up/down check; a lookup after a failure should앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요