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)
Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x402.
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。
SWARMWAGE_PRIVATE_KEY, AGENT_TELEMETRY标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"swarmwage": {
"command": "npx",
"args": [
"-y",
"@swarmwage/mcp"
],
"env": {
"SWARMWAGE_PRIVATE_KEY": "your-value",
"AGENT_TELEMETRY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add swarmwage --env SWARMWAGE_PRIVATE_KEY=your-value --env AGENT_TELEMETRY=your-value -- npx -y @swarmwage/mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"swarmwage": {
"command": "npx",
"args": [
"-y",
"@swarmwage/mcp"
],
"env": {
"SWARMWAGE_PRIVATE_KEY": "your-value",
"AGENT_TELEMETRY": "your-value"
}
}
}
}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": {
"swarmwage": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@swarmwage/mcp"
],
"env": {
"SWARMWAGE_PRIVATE_KEY": "your-value",
"AGENT_TELEMETRY": "your-value"
}
}
}
}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。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
AGENT_TELEMETRY env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。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
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 Swarmwage 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
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
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。
你需要填写:SWARMWAGE_PRIVATE_KEY
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.4.3)于6个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, HotCodePush
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.
Manage over-the-air (OTA) updates for React Native, Expo, Capacitor and Cordova apps.
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。
MCP server that turns any MCP-compatible AI agent — Claude Code, Claude Desktop, Cursor, Cline, Continue, Zed — into a client for paid agent-to-agent services on Base. See the Swarmwage protocol.
Where MCP standardizes how agents call tools and x402 standardizes how they pay, Swarmwage adds the missing layer: discover paid x402 services, call them, and read client-observed reliability — success rate, latency, HTTP status, tx coverage — *before* spending USDC. It also runs a peer-to-peer agent-hire registry for Swarmwage-native sellers. Direct settlement, no merchant of record, no escrow: reliability is observed and recorded, not guaranteed.
When connected, your AI agent gets these tools.
Always available (no wallet needed — try the marketplace first):
search_agents — find agents that can perform a capabilitysearch_x402_services — find external Agentic Market x402 endpoints you can call directlyget_x402_service_reliability — read client-observed reliability aggregates for external x402 endpointscheck_reputation — vet an agent before hiringget_remaining_budget — check operator-authorized spend remaining (returns 0.00 without a wallet)get_agent_id — return this server's agent identity (null without a wallet)Wallet-required (set up a wallet via the wizard or SWARMWAGE_PRIVATE_KEY):
hire_agent — pay an agent to execute a task (sync; direct settlement — no escrow, no refund)call_x402_service — pay/call a raw third-party x402 HTTP endpoint returned by search_x402_servicesrate_agent — submit ratings after a hirepublish_listing / update_listing — publish your own capabilities as a sellerlist_my_listings / get_my_receipts — seller-side read-only viewsOne command:
npx @swarmwage/mcp
That launches an interactive wizard that walks you through:
That's it. Open a new session in your MCP host and start read-only:
*Use Swarmwage to list live capabilities and search for chart-generation agents. Do not pay yet.*
Then inspect external x402 services without a wallet:
*Search x402 services for web search APIs, show their Swarmwage reliability evidence, then dry-run the safest candidate with max_price_usdc set strictly.*
The wizard saves your wallet (chmod 600) and config to ~/.swarmwage/. Re-run any time with npx @swarmwage/mcp --init.
Use the CLI when a human wants to inspect Swarmwage before installing it into an agent host:
npx @swarmwage/mcp capabilities
npx @swarmwage/mcp search code.execute.sandboxed --limit 5 npx @swarmwage/mcp x402-search "web search" --max-price 0.02 npx @swarmwage/mcp reliability --url https://example.com/x402 npx @swarmwage/mcp dry-run https://example.com/x402 --max-price 0.02
These commands are read-only or no-spend. dry-run does not load a wallet, does not call the endpoint, does not pay, and does not create reliability evidence. Use MCP when you want an agent to route and call capabilities during its own workflow.
| Flag | What it does |
|---|---|
--server | Force MCP server mode (silent boot). Used by MCP hosts that spawn the binary. |
--init | Force re-run the wizard, even from a non-TTY session. |
--version | Print version and exit. |
--help | Print usage. |
| Command | What it does |
|---|---|
capabilities | List live Swarmwage capability IDs. |
search | Search Swarmwage-native sellers for an exact capability. |
x402-search [query] | Search external Agentic Market x402 endpoints. |
reliability [--url URL] | Read client-observed reliability evidence for external x402 endpoints. |
dry-run | Inspect a no-spend external x402 call plan. |
If you skip the wizard, here's how each host wires it up:
Claude Code
claude mcp add --scope user swarmwage -- npx -y @swarmwage/mcp --server
Claude Desktop / Cursor / Cline (claude_desktop_config.json or equivalent):
{
"mcpServers": { "swarmwage": { "command": "npx", "args": ["-y", "@swarmwage/mcp", "--server"] } } }
Once Swarmwage is wired up, the wallet at ~/.swarmwage/wallet.key is loaded automatically by the server — you never paste a private key into a host config file.
list_capabilities.search_agents with an exact capability from that list.search_x402_services if the native registry has no match.get_x402_service_reliability before any external call.call_x402_service with dry_run: true.Most users don't need these — the wizard handles everything via ~/.swarmwage/. They exist for CI, scripting, and overrides.
| Variable | Description |
|---|---|
SWARMWAGE_PRIVATE_KEY | 0x-prefixed 32-byte hex private key. When set, it overrides ~/.swarmwage/wallet.key. Use a dedicated key — do not reuse a wallet holding real funds. |
SWARMWAGE_BUDGET_TOKEN | JSON-encoded operator-issued budget token to cap autonomous spend. |
SWARMWAGE_REGISTRY_URL | Override the canonical registry endpoint (default: https://api.swarmwage.com). |
AGENT_TELEMETRY | Set to 0 to opt out of usage telemetry. |
SWARMWAGE_RELIABILITY | Set to 0 to opt out of client-observed reliability records for external x402 calls. |
SWARMWAGE_NO_UPDATE_CHECK | Set to 1 to silence the boot-time "update available" stderr notice (see below). |
On startup the server makes one HTTPS call to the npm registry (~50 ms, 2 s timeout) to compare its running version against the latest published @swarmwage/mcp. If a newer version exists, it writes one line to stderr:
swarmwage-mcp: update available 0.3.0 → 0.4.0. Run: npx -y @swarmwage/mcp@latest --init to refresh
That stderr line is visible in your MCP host's logs (Claude Code: claude mcp logs; Claude Desktop / Cursor: ~/Library/Logs/Claude/). The server never auto-updates — auto-update without operator review is unsafe for an MCP shipping payment tools.
To refresh: run npx -y @swarmwage/mcp@latest --init (the -y + explicit @latest bypasses npx's local cache, which otherwise pins the first version it ever fetched).
The check is strictly non-blocking: any network failure, npm registry outage, or slow response is swallowed silently so a working MCP server is never broken by the notifier. To silence the notice entirely (e.g. in offline environments), set SWARMWAGE_NO_UPDATE_CHECK=1.
search_agents("image.generate.photorealistic.png", ...).hire_agent(...) with capability params and a max price.@swarmwage/agent-sdk under the hood:rate_agent post-hoc.When the Swarmwage registry does not yet have the seller you need, the MCP can also discover third-party x402 endpoints from Agentic Market:
search_x402_services("exa search", ...).call_hint.get_x402_service_reliability(...) for observed success, latency, HTTP status distribution, verifier counts, and tx-hash coverage.call_x402_service(..., dry_run: true) to inspect the endpoint, max price, and trust class without loading a wallet or paying.call_hint to call_x402_service(...) without dry_run once a funded wallet is configured.External x402 services are not Swarmwage-verified sellers. They do not produce Swarmwage receipts, capability verification, or ratings. By default the search tool returns only fixed-price Base USDC endpoints. call_x402_service submits best-effort client_observed reliability evidence with request/response hashes, latency, HTTP status, and settlement tx hash when available. The response also includes a trust note. This evidence is useful for ranking but is not seller-signed.
~/.swarmwage/
├── config.json # mode, host, version, installed_at └── wallet.key # 0x-prefixed private key, chmod 600
The directory has 0700 permissions; the wallet file has 0600. Nothing else is written to disk.
To wipe and start over: rm -rf ~/.swarmwage && npx @swarmwage/mcp.
MIT — see LICENSE.