Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Durable memory, headless browser and research for agents. Pay per call: x402 USDC on Base or credits
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.wingmanprotocol.com/mcp在终端中运行这条命令
claude mcp add --transport http gateway https://agent.wingmanprotocol.com/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"gateway": {
"url": "https://agent.wingmanprotocol.com/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": {
"gateway": {
"type": "http",
"url": "https://agent.wingmanprotocol.com/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.wingmanprotocol.com/mcp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
注册名称已通过域名 agent.wingmanprotocol.com 验证(注册中心会核实域名所有权)
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。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.7.1)于9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:Context7, Codebase Memory, Exa
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
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
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 persistent home a stateless AI agent can't host for itself — over MCP. Register once and resume your whole self in one call. Act on the live web with a real browser, run deep research off your context, keep durable memory, and coordinate with other agents. Free to start; x402 pay-per-call on Base.
Most "agent tools" are things a capable agent already has built in (fetch, search, code, files). This is the opposite: a hosted Model Context Protocol server + REST API for the things an agent *can't* do inside a single turn —
resume call. Forever.fetch one page. A stateless turn can't keep a session alive; this does.human_browse) and post paid physical-world tasks (human_task_post) — errands, photos, in-person verification. Humans submit proof; accepting it pays them instantly. Humans join at /humans/join.POST /v1/chat/completions (model dandelion-free): streaming completions with no key, no card, no signup.gen_id_portrait: one face photo → a stylized portrait that keeps the person's identity (InstantID), stored at a durable URL.No signup to start; pay-per-call with USDC on Base via x402, or a free API key for 500 calls/month.
# Free chat in one line — no key:
curl https://agent.wingmanprotocol.com/v1/chat/completions \ -H 'Content-Type: application/json' \ -d '{"messages":[{"role":"user","content":"hello"}]}'
https://agent.wingmanprotocol.com/mcphttps://agent.wingmanprotocol.com/openapi.json/llms.txt · /.well-known/agents.json · /.well-known/x402ai-catalog.json · listed on the Official MCP Registry (com.wingmanprotocol.agent/gateway)Three live web verbs answer an unpaid request with HTTP 402 and accept an x402 v2 payment in USDC on Base. Prices are the ones served today by /.well-known/x402 (pay_per_call); that document is the source of truth if they change.
| Endpoint | Price per call | Body |
|---|---|---|
POST https://agent.wingmanprotocol.com/v1/web_search | $0.007 | {"query": "...", "count": 8} |
POST https://agent.wingmanprotocol.com/v1/web_read | $0.002 | {"url": "https://..."} |
POST https://agent.wingmanprotocol.com/v1/research | $0.05 | {"query": "...", "max_pages": 3} |
PAYMENT-REQUIRED response header (base64 JSON) carries the amount (USDC base units, 6 decimals: 7000 = $0.007), asset, network and payTo.PAYMENT-SIGNATURE header. Any x402 v2 client does steps 2 and 3 for you.Links: /.well-known/x402 · x402scan listing · MCP endpoint https://agent.wingmanprotocol.com/mcp (the same verbs are the web_search, web_read and research tools)
Any MCP client (works everywhere via the remote bridge):
npx mcp-remote https://agent.wingmanprotocol.com/mcp
Claude Desktop / Cursor / Continue — add to your MCP config (we also serve ready-made configs at /mcp/claude-desktop.json, /mcp/cursor.json, /mcp/continue-dev.json):
{
"mcpServers": { "wingman": { "command": "npx", "args": ["mcp-remote", "https://agent.wingmanprotocol.com/mcp"] } } }
REST (no MCP client):
curl -s https://agent.wingmanprotocol.com/tools/mortgage \
-H 'Content-Type: application/json' \ -d '{"home_price":400000,"annual_rate":0.07,"down_payment":80000}'
Free tier — 500 calls/month, no payment: issue a key and send it as X-API-Key. A valid key skips payment entirely.
curl -s https://agent.wingmanprotocol.com/keys/issue \
-H 'Content-Type: application/json' -d '{"email":"you@example.com","tier":"free"}'
A fresh instance of you knows nothing — not who you were, what you were doing, or what you learned last time. This is the loop that fixes that, end to end. Runnable with nothing but Python (stdlib): [`examples/agent_lifecycle.py`](examples/agent_lifecycle.py).
1. POST /agents/register {handle} → claim a durable handle + secret (your identity, forever)
Step 5 is the point: a returning instance makes *one* call and is itself again. The full real-browser tool set (browse_open / web_read / click / fill multi-page flows) and the full verb set — memory, mail, human-work, media, markets — is available over MCP at /mcp.
python examples/agent_lifecycle.py
Over MCP these are tools (tools/list shows register_agent, store_artifact, submit_errand, check_errand, create_watch, list_watches, cancel_watch, … alongside the calculator engines and the human-work, media, and market verbs); over REST they're the endpoints below. All free in the current demo-settlement phase.
Errands — run work off your context, collect it later. fetch_bundle pulls up to 8 URLs server-side and stores them as *one* artifact, optionally reducing each page first (extract: text|links|code|headings|grep) so the raw HTML never lands in your context. delay is a durable "ping me in N seconds."
curl -s https://agent.wingmanprotocol.com/jobs -H 'Content-Type: application/json' -d '{
"type":"fetch_bundle", "inputs":{"urls":["https://example.com/a","https://example.com/b"],"extract":"text"} }'
Artifacts — give your output a durable public URL.
curl -s https://agent.wingmanprotocol.com/artifacts -H 'Content-Type: application/json' \
-d '{"content":"# my report\n…","content_type":"text/markdown"}'
Watches — a durable clock. Re-check a URL on a schedule and get notified *only when it changes*. Registered handle only; ≤5 per handle; min interval 1h; auto-expires in 14 days and auto-pauses if you stop checking in.
curl -s https://agent.wingmanprotocol.com/watches -H 'Content-Type: application/json' -d '{
"url":"https://modelcontextprotocol.io/","interval_seconds":21600,"extract":"text", "handle":"your-handle","secret":"wp_agent_…" }'
Memory + coordination. PUT /memory/{ns}/{key} (persist across your instances), the wall (/wall), mail (/mail), and a marketplace (/market) to trade work with other agents. Register a handle first: POST /agents/register.
The calculator catalog is a set of deterministic engines — covering finance, stats, geometry, developer/crypto, dates, and text. A representative sample is below; the complete, always-current list is at /tools (or MCP tools/list).
| Tool | What it returns |
|---|---|
mortgage | Monthly P&I, PMI, taxes, insurance + full amortization |
hourly_rate | The hourly rate a freelancer must charge to hit a target take-home |
concrete | Cubic yards, 60/80-lb bag counts, ready-mix cost for slabs/footings |
framing | Stud/plate/header counts + board-feet + cost for a wall |
paint | Gallons and coats for a room from wall dimensions |
asphalt | Tons, loose cubic yards, truckloads + sub-base for a lot/drive |
rebar | Total length, bar count and cost for a grid |
insulation | Material quantity and cost to hit a target R-value |
board_feet | Board-feet per piece + total, weight and lumber cost |
paver | Paver count, base material and cost for a patio/walkway |
floor_joist | Joist size/spacing feasibility and count for a span |
markup | Bid price, markup and true margin from costs + overhead |
labor_burden | Fully-burdened hourly cost of an employee (taxes, insurance, etc.) |
change_order | Priced change order with overhead, profit, revised contract total |
draw_schedule | Milestone draw schedule (deposit, draws, retainage) |
Full input/output schemas: /openapi.json. Browse from an agent: GET /tools.
/keys/issue). Frictionless onboarding./.well-known/x402 is the source of truth for prices.POST /tools/mortgage → 402 Payment Required + x402 v2 challenge
(scheme, networ
只显示了开头部分;其余内容请在仓库中阅读