Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Find publisher documentation via llms.txt, with source links, evidence and check dates.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://agentwebmap.com/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http agentwebmap https://agentwebmap.com/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"agentwebmap": {
"url": "https://agentwebmap.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"agentwebmap": {
"type": "http",
"url": "https://agentwebmap.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://agentwebmap.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 agentwebmap.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.8.2)은 17일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Tensorust Ontology
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Who owns and controls US companies, homes and aircraft, and which federal rules apply to them.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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 |
| `ch
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요