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)
Discover x402 services, MCP servers and A2A agents by intent — agent-tools.cloud directory.
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://agent-tools.cloud/mcp-discovery/打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"agent-tools": {
"command": "uvx",
"args": [
"agent-tools-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add --transport http agent-tools https://agent-tools.cloud/mcp-discovery/claude mcp add agent-tools -- uvx agent-tools-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"agent-tools": {
"url": "https://agent-tools.cloud/mcp-discovery/"
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"agent-tools": {
"command": "uvx",
"args": [
"agent-tools-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": {
"agent-tools": {
"type": "http",
"url": "https://agent-tools.cloud/mcp-discovery/"
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"agent-tools": {
"type": "stdio",
"command": "uvx",
"args": [
"agent-tools-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。
ChatGPT 只能连接互联网上的服务器:
https://agent-tools.cloud/mcp-discovery/菜单名称可能因套餐和版本不同而略有差异。
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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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6日
注册名称已通过 GitHub 账户 AgentTools-Cloud 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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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。
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.4.0)于8天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, zanadir
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.
Find what a repository's CI is missing, and which security checks cannot fail the build.
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 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.