Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Discover x402 services, MCP servers and A2A agents by intent — agent-tools.cloud directory.
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://agent-tools.cloud/mcp-discovery/Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"agent-tools": {
"command": "uvx",
"args": [
"agent-tools-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http agent-tools https://agent-tools.cloud/mcp-discovery/claude mcp add agent-tools -- uvx agent-tools-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"agent-tools": {
"url": "https://agent-tools.cloud/mcp-discovery/"
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"agent-tools": {
"command": "uvx",
"args": [
"agent-tools-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-tools": {
"type": "http",
"url": "https://agent-tools.cloud/mcp-discovery/"
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"agent-tools": {
"type": "stdio",
"command": "uvx",
"args": [
"agent-tools-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://agent-tools.cloud/mcp-discovery/메뉴 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.
도구 이름과 설명은 서버가 2026년 11월 7일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.
searchFind x402 / MCP services matching an intent or filter set. Two usage modes (agents pick whichever fits): A. Natural-language: `search(intent="fetch tweets for @user")` B. Pure browse: `search(has_mcp=True, category="defi", top_k=10)` At least one of `intent`, `category`, `chain`,
ask_servicesAsk for the best x402/MCP services for an agent intent. This is the high-level discovery tool: it retrieves candidates from the directory, asks the configured backend LLM to rank only those candidates, and returns service cards for the selected recommendations. If the LLM is unav
getGet full details + ready-to-paste call template for a service. Returns the service card with payment, call, quality, resource samples, and ready-to-use MCP/x402 call hints. Use this after `search` or `ask_services` before paying/calling an external service. Args: slug: Service sl
list_categoriesList all available service categories in the directory.
statsHigh-level stats about the directory: total services, healthy count, sources.
search_mcp_serversFind MCP servers in the directory. Searches the standalone MCP directory (PulseMCP / official MCP registry import) unioned with x402 services that also expose an MCP endpoint. Returns normalised entries with a ready-to-use streamable-http `call_hint.mcp.url`. Args: intent: Natura
get_mcp_serverGet the full card for one MCP server by slug. Args: slug: MCP server slug as returned by `search_mcp_servers` items.
search_a2a_agentsFind A2A agents you can delegate a task to. Args: intent: Natural-language description of the task to delegate. top_k: Max agents to return (1-20). x402_only: When true, only return agents that advertise x402 payment.
search_resourcesUnified search across x402 services, MCP servers and A2A agents. Args: intent: Natural-language query. protocol: Optional filter: "x402", "mcp" or "a2a". top_k: Max resources to return (1-50).
registerSelf-register an x402 / MCP service in the agent-tools directory. Service owners and agents may submit new services here. Submissions are auto-reviewed instantly by x402 verification (no human gate): if the URL proves x402 payment support it is listed immediately and shows up in
scan_mcp_safety AI에게 내리는 지시처럼 보여요Check an MCP server for malware / prompt-injection lures by its endpoint URL. Give the server's streamable-http endpoint URL. Two paths: * **Already in the agent-tools directory** → returns our LATEST stored rule verdict. Every indexed server is re-scanned hourly, so you get a co
prepare_paid_verificationQuote a sponsored paid verification of an x402 service. You pay the service once from your own wallet (Base USDC, <= $1; funds go to its payTo). Sign the returned `typed_data` (EIP-712), then call `execute_paid_verification` before `valid_before`. We never sign or hold funds. Aut
execute_paid_verificationSend the signed payment to the service once and score the result. Aborts without paying if price or recipient changed. Never retried; a timeout returns `indeterminate`. status: succeeded | delivery_failed | payment_rejected | indeterminate. Args: id: `id` returned by `prepare_pai
get_paid_verificationRead one of your own paid verifications. Args: id: Verification id. api_key: Optional if the Authorization header is sent.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 AgentTools-Cloud 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
447ms 만에 응답(HTTP 200)
로그인 필요 없음
도구 설명 5개에 AI에게 지시하는 것처럼 보이는 글이 있어요. 설치하기 전에 아래 내용을 읽어 보세요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 2개를 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.
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.4.0)은 9일 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, Date Math
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.
Exact date/time math for agents: business days, holidays, time zones, cron, RRULE, SLA. x402 paid.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
The server that powers agent-tools.cloud — an open directory of x402 paid services with a free MCP discovery endpoint. Also listed on Smithery.
Note (2026-05-25): the previously hosted paid Qwen3.6 relay and the paid
vertical endpoints (signal / onchain / defi / portfolio) were retired after
30 days of zero external conversions. This repository now serves the
directory site and the free MCP discovery server only.
| Path | Auth | Purpose |
|---|---|---|
GET / (host = agent-tools.cloud) | free | Directory site (search / browse) |
GET /api/v1/search | free | Faceted service search |
POST /api/v1/ask | free, rate-limited | LLM-ranked recommendations grounded in directory candidates |
GET /api/v1/services/{slug} | free | Service card with payment, call and quality metadata |
GET /api/v1/categories, /api/v1/stats | free | Directory facets and aggregate stats |
POST /api/v1/submit | free, rate-limited | Pending service submission with dedupe |
POST /mcp-discovery/ | free | MCP streamable-http discovery server |
POST /a2a | free | A2A JSON-RPC agent (message/send): directory search + MCP safety scan |
GET /healthz | free | Liveness |
GET /v1/models | free | Upstream model listing (read-only) |
GET /.well-known/agent-tools.json | free | Agent discovery manifest |
GET /.well-known/x402 | free | x402 v0.4 self-description (free-only) |
GET /.well-known/mcp.json | free | MCP self-description |
The MCP discovery server is also published as a standalone PyPI package: agent-tools-mcp (repo).
search(intent, top_k=5, category=None, max_price_usd=None, has_mcp=None)
ask_services(intent, top_k=5, category=None, max_price_usd=None, use_llm=True) get(slug) list_categories() stats() search_mcp_servers(intent, top_k=5, chain=None, require_healthy=False) get_mcp_server(slug) search_a2a_agents(intent, top_k=5, x402_only=False) search_resources(intent, protocol=None, top_k=10) scan_mcp_safety(endpoint_url, name="", description="", tools_text="") register(url, name=None, description=None, mcp_url=None, category=None)
search accepts natural-language intent and ranks by FTS5 + popularity + health. Each result carries a match_reason and a confidence score. ask_services uses the same retrieval-first / LLM-rerank flow as /api/v1/ask.
scan_mcp_safety vets an MCP server (by endpoint URL) for malware / prompt-injection lures before you connect: an already-indexed server returns our latest stored verdict, an unknown one is probed live, scanned, and added to the directory. The verdict comes from deterministic static rules (no code execution) over the server's advertised name + description + tool docs. Rules cover pipe-to-shell / base64-eval / PowerShell install cradles, bare-IP payload hosts, prompt-injection phrasing, and MCP tool-poisoning coercion — "always call this tool first", "before using any other tool you must…", hidden instructions, "list all API keys / include secrets in your response", and coercion to read & forward .key/.pem/.ssh/.env files. Source-code-oriented rules (SQL/command/code injection) are intentionally not applied to natural-language descriptions to avoid false positives. Each live call also runs a frontier-LLM second opinion as an advisory dimension. It is also exposed as an A2A skill on POST /a2a. The hosted server carries the full tool set above; the stdio agent-tools-mcp PyPI package ships the core search tools only.
Production runs behind nginx (vhost: agent-tools.cloud).
cd <install-dir>
sudo git pull sudo systemctl restart mcpserver
systemd units live in deploy/:
mcpserver.service — the ASGI app (uvicorn, 127.0.0.1:9100)agent-tools-crawl.{service,timer} — 6h directory crawleragent-tools-health.{service,timer} — endpoint health checksSee .env.example. Required:
UPSTREAM_BASE_URL / UPSTREAM_API_KEY — used by /v1/modelsAGENT_TOOLS_ASK_BASE_URL / AGENT_TOOLS_ASK_API_KEY / AGENT_TOOLS_ASK_MODEL — LLM backend for /api/v1/askAGENT_TOOLS_SAFETY_BASE_URL / AGENT_TOOLS_SAFETY_API_KEY / AGENT_TOOLS_SAFETY_MODEL — optional override for the scan_mcp_safety advisory LLM (falls back to the AGENT_TOOLS_ASK_* backend)AGENT_TOOLS_DB_PATH — SQLite path for the directoryAGENT_TOOLS_ASK_RATE_LIMIT_PER_MINUTE / AGENT_TOOLS_ASK_RATE_LIMIT_PER_DAY — public ask abuse limitsMETRICS_BEARER_TOKEN — optional remote access token for /metrics; without it metrics are local-only# Liveness
curl https://agent-tools.cloud/healthz
curl https://agent-tools.cloud/api/v1/stats
curl -s -X POST https://agent-tools.cloud/api/v1/ask \ -H 'content-type: application/json' \ -d '{"query":"find a weather API that accepts x402","limit":2}'
curl https://agent-tools.cloud/api/v1/services/weather-hugen-tokyo-scan
curl -s -X POST https://agent-tools.cloud/mcp-discovery/ \ -H 'content-type: application/json' \ -H 'accept: application/json, text/event-stream' \ -d '{"jsonrpc":"2.0","id":1,"method":"initialize", "params":{"protocolVersion":"2025-06-18","capabilities":{}, "clientInfo":{"name":"smoke","version":"1"}}}'
curl -s -o /dev/null -w '%{http_code}\n' -X POST \ https://agent-tools.cloud/v1/chat/completions \ -H 'content-type: application/json' \ -d '{"model":"Qwen/Qwen3.6-35B-A3B","messages":[{"role":"user","content":"hi"}]}'
The agent-tools.cloud server and directory code in this repository is licensed under the [PolyForm Noncommercial License 1.0.0](LICENSE) — you may use, modify, and share it for any noncommercial purpose; commercial use is not permitted.
The standalone MCP client package in agent-tools-mcp/ (published to PyPI as agent-tools-mcp) is licensed separately under [Apache-2.0](agent-tools-mcp/LICENSE), so any agent — including commercial ones — can install and call the hosted service freely.
Using the hosted service at agent-tools.cloud is governed by its terms of service, not this code license.