Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Medium CLI + 23-tool MCP server. Your IDE drafts replies. No API keys.
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.
MEDIUM_INTEGRATION_TOKEN, MEDIUM_SID, MEDIUM_UID, MEDIUM_XSRF, MEDIUM_CF_CLEARANCE, MEDIUM_USERNAME, MEDIUM_OPS_MCP_PATH, MEDIUM_OPS_LLM_CMD비밀로 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": {
"medium-ops": {
"command": "uvx",
"args": [
"medium-ops",
"mcp",
"serve"
],
"env": {
"MEDIUM_INTEGRATION_TOKEN": "your-value",
"MEDIUM_SID": "your-value",
"MEDIUM_UID": "your-value",
"MEDIUM_XSRF": "your-value",
"MEDIUM_CF_CLEARANCE": "your-value",
"MEDIUM_USERNAME": "your-value",
"MEDIUM_OPS_MCP_PATH": "your-value",
"MEDIUM_OPS_LLM_CMD": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add medium-ops --env MEDIUM_INTEGRATION_TOKEN=your-value --env MEDIUM_SID=your-value --env MEDIUM_UID=your-value --env MEDIUM_XSRF=your-value --env MEDIUM_CF_CLEARANCE=your-value --env MEDIUM_USERNAME=your-value --env MEDIUM_OPS_MCP_PATH=your-value --env MEDIUM_OPS_LLM_CMD=your-value -- uvx medium-ops mcp serve실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"medium-ops": {
"command": "uvx",
"args": [
"medium-ops",
"mcp",
"serve"
],
"env": {
"MEDIUM_INTEGRATION_TOKEN": "your-value",
"MEDIUM_SID": "your-value",
"MEDIUM_UID": "your-value",
"MEDIUM_XSRF": "your-value",
"MEDIUM_CF_CLEARANCE": "your-value",
"MEDIUM_USERNAME": "your-value",
"MEDIUM_OPS_MCP_PATH": "your-value",
"MEDIUM_OPS_LLM_CMD": "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": {
"medium-ops": {
"type": "stdio",
"command": "uvx",
"args": [
"medium-ops",
"mcp",
"serve"
],
"env": {
"MEDIUM_INTEGRATION_TOKEN": "your-value",
"MEDIUM_SID": "your-value",
"MEDIUM_UID": "your-value",
"MEDIUM_XSRF": "your-value",
"MEDIUM_CF_CLEARANCE": "your-value",
"MEDIUM_USERNAME": "your-value",
"MEDIUM_OPS_MCP_PATH": "your-value",
"MEDIUM_OPS_LLM_CMD": "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.
MEDIUM_UID envMEDIUM_USERNAME envMEDIUM_OPS_MCP_PATH envMEDIUM_OPS_LLM_CMD 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 6일 점검
레지스트리 이름이 GitHub 계정 06ketan 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: MEDIUM_INTEGRATION_TOKEN, MEDIUM_SID, MEDIUM_XSRF, MEDIUM_CF_CLEARANCE
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(0.1.2)은 6개월 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, Toggl 2.0
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.
Toggl 2.0 MCP server for tasks, projects, time entries, and workspace operations.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Standalone Medium CLI + 22-tool MCP server for Cursor MCP, Claude MCP, OpenCode MCP, and any stdio MCP host. Your IDE drafts the replies. Zero AI API keys.
Stories, responses, claps, feed, profiles, stats, reply engine, MCP server. One Python install, one binary, MIT licensed. Sibling of substack-ops.
uvx medium-ops mcp install cursor # or claude-desktop, claude-code, opencode, print
Your host's LLM (Cursor's, Claude's) does the drafting via the propose_reply / confirm_reply tools. No ANTHROPIC_API_KEY / OPENAI_API_KEY needed.
This project is `medium-ops` on [PyPI](https://pypi.org/project/medium-ops/) — install with `uv` / `uvx`, not unrelated `npx` packages from “Medium MCP” searches. Canonical listing: [Glama — 06ketan/medium-ops](https://glama.ai/mcp/servers/06ketan/medium-ops).
These rows help discovery (search keywords); confirm each host’s current MCP docs before upgrading.
| Host | Documentation | Typical wire-up |
|---|---|---|
| OpenCode | OpenCode MCP servers | uvx medium-ops mcp install opencode |
| Continue | Continue | uvx medium-ops mcp install print — paste the snippet into Continue’s MCP settings |
| Zed | Zed | Configure stdio MCP per Zed’s docs |
| Cline | Cline | MCP setup per extension / marketplace docs |
| Goose | Goose | MCP extensions per Goose docs |
| Host | Documentation | Typical wire-up |
|---|---|---|
| Cursor | Cursor MCP | uvx medium-ops mcp install cursor |
| Claude (Desktop / Code) | Claude Desktop, Claude Code | mcp install claude-desktop / claude-code |
| GitHub Copilot | Copilot | MCP in VS Code where supported — use print + host docs |
| ChatGPT | OpenAI | Connector flows — often REST for tools without MCP |
| Google Gemini | Gemini | Gemini CLI / IDE features per Google docs |
Auto-install:
uvx medium-ops mcp install opencode
Manual (~/.config/opencode/opencode.json):
{
"mcp": { "medium-ops": { "type": "local", "command": ["uvx", "medium-ops", "mcp", "serve"], "enabled": true } } }
Optional version pin: ["uvx", "medium-ops==0.1.2", "mcp", "serve"] (replace with current PyPI release).
Medium exposes three usable surfaces and we use all of them:
medium.com/feed/@{user} returns the author's ~10 most recent stories with body_html, pubDate, tags, hero image, and dc:creator. Zero credentials, faster than GraphQL, stable. Used by default for list_posts / get_post / get_post_content. Inspired by Portfolio_V2's blog page.medium.com/_/graphql + medium.com/_/api/* with the sid cookie. Used as a fallback when you ask for more than ~10 posts, when the post isn't in the RSS window, or for things RSS can't give you (responses, claps, feed, stats, search).api.medium.com/v1/* with an Integration Token. Supports createPost, createPostInPublication, getUser, getPublications. That's it.Force a specific transport with --source rss|graphql|auto on posts list, posts show, and posts content. The dashboard + GraphQL endpoints are undocumented and Medium can change them at any time. See Known gaps.
git clone https://github.com/06ketan/medium-ops && cd medium-ops
uv sync uv sync --extra mcp # mcp SDK for the MCP server (recommended) uv sync --extra tui # textual for the TUI
Auth is read from ~/.cursor/mcp.json's mcpServers.medium-ops.env (or medium-api / medium). Override with env or .env.
uv run medium-ops auth verify
uv run medium-ops quickstart
Every write defaults to --dry-run. Flip with --no-dry-run. All writes land in .cache/audit.jsonl and are dedup-checked against .cache/actions.db.
| Command | What it does |
|---|---|
auth verify | Probe both integration token (/me) and sid cookie (GraphQL Viewer). |
auth test | Same but exits non-zero on failure (CI-friendly). |
auth setup | Interactive: paste token / sid / uid / username to .env. |
| Command | What it does | ||
|---|---|---|---|
posts list [--user] [--limit] | Latest stories by a user (default: self). | ||
posts show | Story metadata (title, clap count, response count). | ||
posts content [--md] | Body HTML (or Markdown with --md). | ||
posts search [--limit] | Medium-side full-text search. | ||
| `posts publish -t "..." -f body.md [--pub] [--status draft | public | unlisted]` | Publish via integration token. |
| Command | What it does |
|---|---|
responses list [--limit] | Top-level responses table. |
responses tree [--out file.json] | Full response + reply tree JSON. |
responses add "body" [--parent ] [--no-dry-run] | Post a response or reply. |
| Command | What it does |
|---|---|
claps count | Total claps. |
claps give [--claps N] [--no-dry-run] | Clap 1-50 times. Dedup-protected. |
| Command | What it does | ||
|---|---|---|---|
| `feed list [--tab home\ | following\ | tag-{slug}] [--limit]` | Reader feed. |
profile me | Your full profile (GraphQL). | ||
profile get | Any user's public profile. | ||
profile stats [--days N] | Per-post views / reads / fans (dashboard scrape). | ||
profile publications | Publications you can publish to (integration token). |
| Command | What it does |
|---|---|
reply template --template thanks | Rule-based replies (no LLM). |
reply bulk --out drafts.json | Draft every response to a file. |
reply bulk-send drafts.json [--no-dry-run] | Post only action=approved rows. Dedup-checked. |
| Command | What it does |
|---|---|
audit search [--kind] [--target] [--status] [--since 7d] | Query the JSONL audit log. |
audit dedup-status | Counts in the dedup SQLite DB. |
| Command | What it does |
|---|---|
mcp install [--dry-run] | Auto-merge config into your host. |
mcp serve | stdio MCP server (22 tools). |
mcp list-tools | Print the tool registry. |
| Command | What it does |
|---|---|
quickstart | Print a quickstart checklist. |
| Mode | What it does | Safety |
|---|---|---|
template | YAML keyword rules under src/medium_ops/templates/*.yaml | dry-run default |
bulk | LLM drafts every response to drafts.json. Edit, set action: "approved" | offline review, dedup-checked on send |
bulk-send | Posts only items with action: "approved" | dry-run default; dedup DB prevents dup replies |
MCP propose_reply → confirm_reply | Host LLM drafts, you approve per-item, token-gated | 5-min token TTL, idempotent, no API key |
medium-ops mcp install opencode # ~/.config/opencode/opencode.json
medium-ops mcp install cursor # auto-add to ~/.cursor/mcp.json medium-ops mcp install claude-desktop # auto-add to claude_desktop_config.json medium-ops mcp install claude-code # uses claude mcp add medium-ops mcp install print # print the snippet only medium-ops mcp serve # stdio server medium-ops mcp list-tools # 22 tools
Manual config snippet:
{
"mcpServers": { "medium-ops": { "command": "medium-ops", "args": ["mcp", "serve"] } } }
If the mcp SDK is not installed, the server falls back to a minimal stdin/stdout JSON-line dispatcher:
echo '{"tool":"list_posts","args":{"limit":3}}' | medium-ops mcp serve
The safety + drafting stack that makes the unattended mode safe:
| Tool | What it does |
|---|---|
get_unanswered_responses | Worklist — responses where you haven't replied. |
propose_reply | Dry-run only. Returns a token + payload preview. |
confirm_reply | Posts the staged reply by token. Idempotent via dedup DB. Token TTL 5 min. |
bulk_draft_replies / send_approved_drafts | File-based offline review loop. |
audit_search / dedup_status | Read the audit log + dedup counts. |
Two layers, both free:
propose_reply / confirm_reply. No env vars, no API key. Use this for interactive replies.reply bulk when no human is in the loop. Auto-detects claude (Claude Code), cursor-agent, or codex on PATH. Override with MEDIUM_OPS_LLM_CMD.There is no paid-API-key path.
Medium has two auth layers that map to different feature surfaces:
Authorization: Bearer . Used against api.medium.com/v1/*. Gets you: publish_post, list_own_publications. Token generation at https://medium.com/me/settings → "Integration tokens". Note: Medium stopped issuing new tokens in 2023. If you never generated one, the write path will 401 and you'll have to use the sid-cookie response path for any writes.medium.com (Application → Cookies → sid). Used against medium.com/_/graphql and medium.com/_/api/*. Gets you: all reads (stories, responses, claps, feed, stats, profile), plus clap_post and post_response (fragile — undocumented).medium-ops auth verify
medium-ops auth test medium-ops auth setup medium-ops auth har ./medium.har # ingest a Chrome dev
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요