Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Read Bing Webmaster data and change it, directly or through a reviewed plan.
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.
BING_WM_API_KEY, BING_WM_ALLOW_WRITES비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"bing-webmaster-ai-cli": {
"command": "uvx",
"args": [
"bing-webmaster-ai-cli-mcp"
],
"env": {
"BING_WM_API_KEY": "your-value",
"BING_WM_ALLOW_WRITES": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add bing-webmaster-ai-cli --env BING_WM_API_KEY=your-value --env BING_WM_ALLOW_WRITES=your-value -- uvx bing-webmaster-ai-cli-mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"bing-webmaster-ai-cli": {
"command": "uvx",
"args": [
"bing-webmaster-ai-cli-mcp"
],
"env": {
"BING_WM_API_KEY": "your-value",
"BING_WM_ALLOW_WRITES": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"bing-webmaster-ai-cli": {
"type": "stdio",
"command": "uvx",
"args": [
"bing-webmaster-ai-cli-mcp"
],
"env": {
"BING_WM_API_KEY": "your-value",
"BING_WM_ALLOW_WRITES": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
BING_WM_ALLOW_WRITES env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 stufently 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
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.
입력해야 할 값: BING_WM_API_KEY
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.1.4)은 24일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, MCP Server Autocad Lisp Helper
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.
High-precision static analysis and debug server for AutoCAD AutoLISP (.lsp) files.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
bing-webmaster-ai-cli-mcp gives an AI agent read access to what Bing knows about your sites — traffic, indexing, crawl issues, inbound links, keywords — and a write path you choose: reviewed plan-and-apply by default, or direct writes when you opt in.
It ships a Python 3.12+ CLI and MCP server for the JSON Bing Webmaster Tools API, plus protocol-correct IndexNow submission. SOAP and POX are deliberately absent.
Read tools always execute immediately. For everything that changes Bing state, one setting picks between two paths:
export BING_WM_ALLOW_WRITES=false # default: writes are planned and applied by a human
export BING_WM_ALLOW_WRITES=true # opt in: writes go straight through
Read-only toward Bing is the default. Without BING_WM_ALLOW_WRITES=true the server lists no tool that changes Bing, and the CLI refuses one-step writes. Here is the reason. An agent using this server also reads pages, anchor text, crawl issues and search queries written by strangers. A confirmation an agent can send is a confirmation prompt injection can send, so as long as the agent can write, a poisoned string in someone else's anchor text can reach your Bing account. With the default, nothing an agent does changes Bing until you have read the plan and run bing-wm plan apply yourself. Opt in only for an agent you trust with your Bing account.
BING_WM_ALLOW_WRITES=true)The MCP server advertises one-step bing_ tools, and the CLI accepts:
$ bing-wm submit-url example.com https://example.com/new-page --json
{"applied": true, "plan_id": "…", "operation": "submit_url", "result": null}
A direct write is not idempotent: retrying one records a new plan and sends the change again. If a response is lost, read audit.jsonl or bing-wm plan list before repeating the call.
BING_WM_ALLOW_WRITES=false)The server advertises bing_plan_ instead. Those tools send nothing:
$ bing-wm plan submit-url example.com https://example.com/new-page --json
{ "plan_id": "…", "summary": "submit url https://example.com/new-page for https://example.com", "apply_with": "bing-wm plan apply …" } $ bing-wm plan apply PLAN_ID Apply this plan? [y/N]: y
No MCP tool takes a plan ID, in either mode: a plan recorded for review is applied or rejected only at the CLI, by you. A direct write applies the plan it creates in the same call and never touches one somebody else recorded. The plan path stays available while direct writes are on, so an agent can still propose a change for review.
A direct write is the same code with the human step removed: it records the same durable plan and goes through the same apply boundary. A readable plan record, an append-only audit trail, one-shot application, expiry, Bing's own submission quota, a site denylist (BING_WM_DENIED_SITES) and restart-persistent local limits (BING_WM_MAX_WRITES_PER_DAY) apply to both.
If the applying process is killed and leaves a lock behind, the command bing-wm plan unlock PLAN_ID verifies that the recorded PID is gone before recovering it. An unfinished plan becomes unknown_outcome and cannot be applied again; the recovery is audited.
BING_WM_ALLOW_WRITES=false uvx bing-webmaster-ai-cli-mcp
That one command starts the stdio MCP server. Every client block below runs the same uvx command. Create an API key in Bing Webmaster Tools under Settings → API Access and pass it as BING_WM_API_KEY. Writes are planned for review unless you also set BING_WM_ALLOW_WRITES=true — see Choosing a write path.
The package is on PyPI as bing-webmaster-ai-cli-mcp. uvx caches what it installed and may keep running that version; uvx bing-webmaster-ai-cli-mcp@latest checks PyPI again, and uvx bing-webmaster-ai-cli-mcp==0.1.4 pins one. This README follows main, so a change listed under *Unreleased* in the changelog is not in the PyPI release yet. Since 0.1.3, BING_WM_ALLOW_WRITES=false is the default and the command above and the client blocks below would behave the same without it. They still spell it out: 0.1.2 and earlier default to true, so a uvx cache still holding one of them would go back to direct writes if the setting were left out. To run main itself, use uvx --from "git+https://github.com/stufently/bing-webmaster-ai-cli-mcp.git" bing-webmaster-ai-cli-mcp.
pip (Python 3.12+) installs the same package and puts bing-wm, bing-webmaster-ai-cli-mcp and bing-webmaster-ai-cli-mcp-http on PATH — in a virtualenv, or with pipx install bing-webmaster-ai-cli-mcp:
python -m pip install bing-webmaster-ai-cli-mcp
export BING_WM_API_KEY='…' bing-wm sites list
The supported matrix is Python 3.12, 3.13, and 3.14. Development and images use the exact versions in constraints.txt; published dependencies remain compatible floors. Never put a real key in the repository. See configuration for all settings.
Only what has actually been run is listed as verified. Everything else in Add the MCP server to your AI client is a documented config that nobody has checked end to end.
| Client / runtime | OS | How it runs | Status | Evidence |
|---|---|---|---|---|
| Claude Code 2.1 | Ubuntu 26.04 LTS, x86_64 | Docker image built locally from this repo, stdio, direct writes opted in | Verified | Daily use on the maintainer's host, reads and writes in the audit trail |
bing-wm CLI | Ubuntu 26.04 LTS, x86_64 | Same Docker image | Verified | Maintainer's host |
| Codex CLI 0.162 | Ubuntu 26.04 LTS, x86_64 | Same Docker image, stdio | Configured, not checked separately | Maintainer's host config |
| Python 3.12, 3.13, 3.14 | Ubuntu (ubuntu-latest) | Lint, tests, stdio MCP smoke test | Verified in CI | ci.yml |
| Docker image | Ubuntu (ubuntu-latest) | Image builds and does not run as root | Verified in CI | ci.yml, job container |
uvx bing-webmaster-ai-cli-mcp (PyPI 0.1.2) | Linux x86_64 | Install path from Install, uv 0.13 in Docker | MCP initialize answered, no client attached | Maintainer's host, 2026-10-12 |
Claude Desktop (.mcpb) | macOS, Windows | Desktop Extension | Not verified | Bundle is built in CI, never installed in a real Desktop |
| Cursor, Windsurf, Zed | any | Configs below | Not verified | Documented only |
| macOS, Windows | — | Any client | Not verified | No CI runner on these systems |
Every JSON block below runs the same uvx command as Install. BING_WM_ALLOW_WRITES is false here (the default, spelled out), so writes are planned and you apply them. Set it to true for direct writes — see Choosing a write path. Keep the key in a user-level config, not in a project file you commit. The server exposes 34 Bing read tools, one local read-only tool (bing_indexnow_key_plan), plan inspection, and one write tool per supported operation — bing_plan_ tools by default, or direct bing_ tools when BING_WM_ALLOW_WRITES=true. It exposes no plan application or rejection tool. Restart the server after changing the setting so the client refreshes its tool list.
Project file: .mcp.json in the project root.
{
"mcpServers": { "bing-webmaster": { "command": "uvx", "args": [ "bing-webmaster-ai-cli-mcp" ], "env": { "BING_WM_API_KEY": "your-api-key", "BING_WM_ALLOW_WRITES": "false" } } } }
Or from the terminal:
claude mcp add bing-webmaster --scope user \
--env BING_WM_API_KEY=your-api-key --env BING_WM_ALLOW_WRITES=false \ -- uvx bing-webmaster-ai-cli-mcp
File: claude_desktop_config.json — macOS ~/Library/Application Support/Claude/claude_desktop_config.json, Windows %APPDATA%\Claude\claude_desktop_config.json, Linux ~/.config/Claude/claude_desktop_config.json.
{
"mcpServers": { "bing-webmaster": { "command": "uvx", "args": [ "bing-webmaster-ai-cli-mcp" ], "env": { "BING_WM_API_KEY": "your-api-key", "BING_WM_ALLOW_WRITES": "false" } } } }
One click, without editing JSON: download the .mcpb from https://github.com/stufently/bing-webmaster-ai-cli-mcp/releases/latest and open it. Claude Desktop installs the extension and asks for the API key. Direct writes stay off unless you turn Allow direct writes on. While they are off the extension only records plans. Applying one needs the bing-wm CLI, which the extension does not put on your PATH: install it with pip as in Install, export the same key as BING_WM_API_KEY in that shell, then run bing-wm plan apply.
The release includes checksums.txt with the SHA256 of every .mcpb. Download that file into the same directory as the bundle and check it before opening the extension:
sha256sum -c --ignore-missing checksums.txt # run next to the downloaded .mcpb
On macOS, filter the bundle's line and check it with shasum -a 256 -c -.
Releases from the next tag on also carry a GitHub build provenance attestation for each .mcpb, signed in the release workflow. Check that a bundle was built by this repository's workflow and not swapped afterwards (needs the GitHub CLI):
gh attestation verify <bundle>.mcpb --repo stufently/bing-webmaster-ai-cli-mcp
After installing, replace the placeholder values in ~/.cursor/mcp.json. Or add the block below by hand.
File: ~/.cursor/mcp.json (every project) or .cursor/mcp.json (this project).
{
"mcpServers": { "bing-webmaster": { "command": "uvx", "args": [ "bing-webmaster-ai-cli-mcp" ], "env": { "BING_WM_API_KEY": "your-api-key", "BING_WM_ALLOW_WRITES": "false" } } } }
File: mcp_config.json — macOS and Linux ~/.config/devin/mcp_config.json (or $XDG_CONFIG_HOME/devin/mcp_config.json), Windows %APPDATA%\devin\mcp_config.json. Older builds read ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": { "bing-webmaster": { "command": "uvx", "args": [ "bing-webmaster-ai-cli-mcp" ], "env": { "BING_WM_API_KEY": "your-api-key", "BING_WM_ALLOW_WRITES": "false" } } } }
File: settings.json — Linux and macOS ~/.config/zed/settings.json.
{
"context_servers": { "bing-webmaster": { "command": "uvx", "args": [ "bing-webmaster-ai-cli-mcp" ], "env": { "BING_WM_API_KEY": "your-api-key", "BING_WM_ALLOW_WRITES": "false" } } } }
An optional Streamable HTTP entry point is also available once the package is on PATH (the pip install above; uvx does not install a lasting command):
export BING_WM_HTTP_BEARER_TOKEN='a-random-token-of-at-least-32-characters'
bing-webmaster-ai-cli-mcp-http
It refuses non-loopback bind add
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