Context7
Up-to-date docs for AI agents
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。
工具名称和描述与服务器在 2026年11月7日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
similar_sitesFind related listed publishers by vector similarity to a known domain. Returns compact profiles, cosine similarity and actual shared section keys. Similarity is not affiliation, endorsement or proof of equivalent capabilities. Uses stored vectors without a paid call per request;
list_sectionsDiscover publisher section labels across the indexed corpus, distinct-site counts, newly observed labels, conservative emerging signals and seven-day membership changes. Emerging requires ten estimated domain-name families, excludes known templates/duplicates and waits three days
explore_sectionsExplore relationships between publisher headings. Edges count distinct listed sites sharing both labels. Pass section keys to return related labels and a bounded page of publishers; no sections returns aggregate clusters only. Discovery is monitored without automatic usage quotas
resolveStart here to find documentation for a domain or development task. Returns specific page URLs with publisher excerpts, matching evidence, owner-stated terms, freshness and alternatives. A named publisher stays scoped to its valid documentation or known replacement. No usable publ
directory_statsDirectory-wide counts for Agent Web Map: domains tracked, valid llms.txt files, listed, verified, pending.
list_countriesList country codes and names with valid listed-site counts, plus the unknown count. Use country=FR or country=unknown with resolve, search_llms_registry, list_domains, list_sections and explore_sections. Owner-declared or site-published addresses are preferred; domain/hosting inf
list_categoriesList topic taxonomy and counts by inferred category and agentic label, unclassified sites and publisher-declared MCP endpoints. Categories describe topics; capabilities are separate explicit publisher declarations. Counts can overlap. Use category or capability filters with resol
search_llms_registrySearch domains and indexed documentation links by words and meaning. Relevance ranks before authority and ownership verification, with keyword fallback if semantic search is unavailable. Compact results omit owner claims by default; use detail=full for profile metadata.
list_domainsRanked listing of the directory (verified first, then authority). Use verified_only to get only owner-verified sites.
lookup_domainLook up a domain: source URLs, summary, authority, ownership verification, inferred country, last check and owner-stated terms. Compact by default; detail=full adds profile, nested files, badge and ownership claim instructions.
read_llms_txtReturn our validated copy of a listed site's llms.txt as text, with its source URL, check date and content hash. No second fetch needed, and it works when the publisher blocks automated clients. A site not cached yet is fetched once on demand.
verification_instructionsDescribe optional ownership management and its four proof methods. Call begin_ownership_claim to obtain a fresh expiring proof and a private claim secret. No ownership claim is needed for discovery.
check_llms_txtValidate a site's llms.txt: reachability, HTML-instead-of-text, redirects to other domains, H1 title, summary, sections, links, link health, llms-full.txt and charset. Returns each check with what to fix and the file preview. Ownership management is optional and does not affect v
generate_llms_txtDraft an llms.txt from a bounded crawl of a publisher’s public pages, sitemaps and documentation links. Uses observed headings, descriptions and page content, respects robots rules, and reports partial coverage. The owner reviews the editable file before publishing at /llms.txt.
validate_llms_txtCheck a pasted llms.txt draft in memory. Required format is separate from writing recommendations. No links are fetched, no text is saved and nothing is published.
audit_websiteRequires tools:run via a free integration key or OAuth. Read a bounded public snapshot of homepage delivery, llms.txt, robots access for search and training crawlers, and static interface hints. This does not render JavaScript, establish WebMCP tools, confirm indexing, measure AI
check_mcp_endpointRequires tools:run via a free account integration key or OAuth. Inspect a public HTTPS MCP endpoint tool inventory and authentication response. No credentials, query strings, private addresses, redirects, schema-reference resolution or service-tool execution. Results describe obs
register_domainSubmit a public domain or announce a file update to queue a live crawl, including previously invalid tracked domains. Same-domain requests are coalesced with a ten-minute cooldown. Existing listings stay visible until checked; queueing does not guarantee listing or prove ownershi
begin_ownership_claimStart optional ownership management or recovery for a domain you control. Returns an expiring fresh public proof token and a private claim_secret shown once. Keep the secret private; publish only the verification snippet, then call verify_domain with claim_id and claim_secret. Ex
verify_domainComplete the fresh challenge from begin_ownership_claim using its private claim credentials. Checks the published proof and consumes the challenge once, returning the owner API key shown once. Public or legacy proof tokens alone cannot issue keys. Recovery replaces previous crede
rotate_owner_keyOwner only. Replace the API key and invalidate all existing browser owner sessions. Keep the new key; it is shown once. Does not require changing the existing ownership proof.
update_siteVerified owner only. Control the listing profile (description, agent_summary, tags, nested llms.txt paths, contact, owner-declared publisher_country) and terms for agents (agent_terms: automated_access = one of welcome | limited | ask | not_allowed: may agents use the site automa
site_statsVerified owner only. Review measured website, REST and MCP requests, daily activity, documentation selections, publisher clicks, file health and the last 30 score snapshots. Counts include bots, tests and repeated requests; they do not identify unique agents or confirm publisher
recrawl_siteVerified owner only. Re-validate and update the directory listing now (once per 10 minutes). This crawl can change listing and ownership verification state. Review the result and return to the owner dashboard for activity and history.
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8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
在 632 毫秒内响应(HTTP 200)
无需登录
已读取 24 个工具描述,未发现针对 AI 的隐藏指令
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 3 项适用的基础检查中通过了 3 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19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。
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