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)
Find publisher documentation via llms.txt, with source links, evidence and check dates.
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://agentwebmap.com/mcp在终端中运行这条命令
claude mcp add --transport http agentwebmap https://agentwebmap.com/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"agentwebmap": {
"url": "https://agentwebmap.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": {
"agentwebmap": {
"type": "http",
"url": "https://agentwebmap.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://agentwebmap.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7日
注册名称已通过域名 agentwebmap.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(0.8.2)于18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, AvaHR
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.
Read hiring data and create inactive assessment and questionnaire drafts for human review.
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。
agentwebmap.com — Agent Web Map
Browse and search · Explore sections · Statistics · API & MCP · Manage your listing
Agent Web Map discovers and continuously validates websites publishing llms.txt. Search for a publisher or task, find original source links with matching evidence and freshness, and explore connections between the sections publishers include in their files.
People use the website. Agents use the same index through the free JSON API and hosted MCP server. Public discovery needs no account or API key. Connect your client directly to the hosted service; no local server installation is needed.
Find a source. Follow a connection. Bring it to your agent. Look up documentation for a task, discover related publishers, or save useful sources in your own workspace.
This repository is the public introduction and integration reference. The platform's application, crawler and infrastructure are maintained separately.
We build on the original llms.txt proposal by Jeremy Howard. Meet the llms.txt project, read its upstream source, and see how our independent directory uses the convention.
Try a real lookup on the homepage. Enter a publisher and task, inspect the original source links and actual API response, then read the publisher's pages. Match strength and stale flags make missing or older evidence visible. Refine weak results or use the publisher's search when coverage is insufficient.
For repeated use, connect MCP, use the public HTTP API, or explicitly install the optional discovery skill through your client's workflow. The skill describes when to try discovery, read primary sources and fall back. Connections make tools available; the host decides when to call them. An llms.txt or discovery manifest does not automatically install a connection or establish persistent agent adoption. First-use workflow.
The service combines task-focused source discovery, explicit freshness and provenance, a growing graph of shared publisher headings, and optional verified publisher controls. The workspace supports people who want to inspect and save sources; discovery remains available without signing in.
| Goal | Open |
|---|---|
| Try a task and inspect the actual response | Live task lookup |
| Find a website or documentation for a task | Browse and search |
| Keep favorites and private project collections | Your workspace |
| Start with an editorial set of sources for a task | Curated collections |
| Explore shared publisher headings and connections | Interactive section cloud |
| See current counts, growth and file statistics | Statistics |
| Explore the index by inferred country | World map |
| Validate an existing llms.txt | Checker |
| Draft an llms.txt for a site | Generator |
| Submit a publisher's file for checking | Submit a site |
| Verify ownership and manage a listing | Owner dashboard |
Search supports words and meaning, with task relevance before authority and ownership signals. Filter by category, publisher-declared MCP capability, kind of site, country, inferred action, or headings extracted from publisher files. Examples for agents.
Filter by country in Browse or the section cloud, or pass country=FR / country=unknown through REST and MCP. GET /v1/countries and list_countries expose available codes and listed-site counts. Country evidence can come from an owner declaration, a published organization address, a domain suffix or hosting. Responses distinguish the evidence; it does not establish verified headquarters or markets served.
For agent-readable orientation, llms.txt is the concise service guide. llms-full.txt includes the complete platform/API/MCP reference generated from the same documentation as docs.md, plus eligible owner-verified publishers. The guides cover country and section filters, the point cloud, public collections, optional private workspaces and owner management. Private account and admin records are excluded; unverified publishers remain discoverable through the public API.
The section catalogue grows as new files and headings are indexed. The interactive viewer opens topic details, matching publishers, filters and color layers when selected. Teal links show shared headings, violet links show inferred similarities in meaning, and optional amber highlights mark emerging headings observed in the index. Meaning connections do not change heading memberships or widen filters. Original headings and partial-coverage information remain available through the API. Section discovery guide.
Start from a website in Explore to inspect its headings and related publishers. Agents can use GET /v1/similar/{domain} or MCP similar_sites. Related sites are discovery suggestions; similarity does not imply a partnership or equivalent capabilities.
Public collections offer editorial starting points for building MCP tools, payments, and AI applications.
The full-width directory interface offers light and dark modes, source previews, list and grid views, and a persistent sidebar. Sign in with an email code to save favorites, organize private collections and return to recently opened sources across browser sessions. Codes expire after ten minutes and work once in the requesting browser. Your source lists are private and separate from the public index. Copy a reference prompt, download sources.md, or connect your agent through MCP or REST.
Connect verified websites to see their owner dashboards from the workspace. Email sign-in confirms access to a mailbox; domain ownership still requires a fresh proof or the current owner key. Standalone owner-key sign-in remains available. Basic directory, API and MCP discovery stay anonymous. Free accounts unlock saved reports, named integrations, scoped API keys, generators, website audits, MCP endpoint checks and deeper enumeration. Live workspace reference.
MCP endpoint: https://agentwebmap.com/mcp — stateless Streamable HTTP, with no key required for public reads. Codex, Claude Code, Cursor, VS Code and other remote HTTP MCP clients can use the same endpoint.
Codex:
codex mcp add agentwebmap --url https://agentwebmap.com/mcp
Claude Code, for the current project:
claude mcp add --transport http agentwebmap --scope project https://agentwebmap.com/mcp
Cursor, in .cursor/mcp.json:
{"mcpServers":{"agentwebmap":{"url":"https://agentwebmap.com/mcp"}}}
VS Code, in .vscode/mcp.json:
{"servers":{"agentwebmap":{"type":"http","url":"https://agentwebmap.com/mcp"}}}
Merge the entry into an existing configuration. Connecting makes tools available; the client chooses when to call them. Try: “Use Agent Web Map to find the Model Context Protocol authorization documentation, then read the original source.”
Live MCP reference · Codex setup · Claude Code setup · Cursor setup · VS Code setup
curl --get https://agentwebmap.com/v1/resolve \
--data-urlencode "q=modelcontextprotocol authorization" \ --data-urlencode "limit=3"
| Endpoint | Purpose |
|---|---|
GET /v1 | Discover API links and service information |
GET /v1/resolve?q=modelcontextprotocol%20authorization | Find documentation URLs, evidence and freshness for a task |
GET /v1/search?q=cloudflare | Search publishers by words and meaning |
GET /v1/domains | Browse ranked listings with filters and pagination |
GET /v1/countries | Available inferred country codes, names and listed-site counts, including unknown locations |
GET /v1/domain/agentwebmap.com | Look up one publisher and its files |
GET /v1/domain/agentwebmap.com/llms.txt | Read a validated cached publisher file |
GET /v1/categories | Discover category IDs, counts and declared capabilities |
GET /v1/sections | Discover heading labels, counts and emerging sections |
GET /v1/section-graph | Explore heading connections and selected publishers |
GET /v1/similar/cloudflare.com | Find related publishers, with optional country and action filters |
GET /stats.json | Read current index statistics |
API reference · Markdown reference · Live OpenAPI · Local reference
The hosted server exposes 24 tools, checked on 5 November 2026. tools/list is the live inventory.
| Tool | Purpose |
|---|---|
resolve | Find documentation URLs, evidence, freshness, terms and alternatives |
search_llms_registry | Search publishers and indexed documentation metadata |
list_domains | Browse and filter ranked listings |
lookup_domain | Read a publisher's listing and file URLs |
read_llms_txt | Read a cached file with source URL, check date and hash |
list_categories | Discover categories, agentic labels and declared capabilities |
list_countries | Discover inferred countries and counts; filter list, search, resolve and sections with country |
list_sections | Discover headings, counts, emerging labels and coverage |
explore_sections | Explore shared headings, connections and matching publishers |
similar_sites | Find related publishers from a known domain |
directory_stats | Read directory-wide counts |
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只显示了开头部分;其余内容请在仓库中阅读