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PopNx MCPAI를 쓰는 사람을 위한 MCP 서버 · 쉬운 말로 설명해요

scree

제작자: jrapakko버전 0.4.1i★ –i내 컴퓨터에서 실행
레지스트리 이름io.github.jrapakko/scree

설치

개요

제작자가 쓴 설명(영어 원문)

Local semantic and keyword search over the markdown in a repo or notes folder.

PopNx MCP의 세 기둥

이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.

할 수 있는 일

이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.

  • 연결 방식: 내 컴퓨터에서 실행
  • 전송 방식: stdio
  • 카테고리: 문서, 시트 및 사무 업무
  • 입력해야 할 값: OPENROUTER_API_KEY

설치

쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.

설치하기 전에

  • 기본 점검: 1개 중 1개 통과
  • 내 컴퓨터에서 내 사용자 계정의 권한(파일, 네트워크, 앱)으로 실행돼요.
  • 직접 입력할 값: OPENROUTER_API_KEY

비밀로 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.

제작자의 .mcpb 파일 다운로드

링크는 제작자의 파일로 바로 연결돼요. 우리가 보관하거나 다시 패키징하지 않아요. 파일을 열면 Claude Desktop이 설치해요.

터미널에서 이 명령어를 실행하세요

claude mcp add scree --env OPENROUTER_API_KEY=your-value -- docker run -i --rm -e OPENROUTER_API_KEY ghcr.io/jrapakko/scree:0.4.1 serve -notes /notes

실행하기 전에 빈 값을 채워 주세요.

Cursor에서 열기

또는 설정을 직접 복사하기

프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요

{
  "mcpServers": {
    "scree": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "OPENROUTER_API_KEY",
        "ghcr.io/jrapakko/scree:0.4.1",
        "serve",
        "-notes",
        "/notes"
      ],
      "env": {
        "OPENROUTER_API_KEY": "your-value"
      }
    }
  }
}

브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.

VS Code에서 열기

또는 설정을 직접 복사하기

프로젝트의 .vscode/mcp.json에 붙여 넣으세요

{
  "servers": {
    "scree": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "OPENROUTER_API_KEY",
        "ghcr.io/jrapakko/scree:0.4.1",
        "serve",
        "-notes",
        "/notes"
      ],
      "env": {
        "OPENROUTER_API_KEY": "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.

직접 입력할 값

  • OPENROUTER_API_KEY 비밀 필수 env
    OpenRouter API key, used to embed the notes when indexing and each query when searching.

이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.

할 수 있는 일

내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.

기본 점검i

누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검

  • ✓ 통과

    제작자와 저장소 일치

    레지스트리 이름이 GitHub 계정 jrapakko 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요

  • … 아직 점검 안 함

    계속 관리되고 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • … 아직 점검 안 함

    라이선스 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • – 해당 없음

    엔드포인트 응답

    내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요

  • – 해당 없음

    OAuth로 로그인

    내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요

  • … 아직 점검 안 함

    도구 설명에 숨겨진 지시 없음

    내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요

문서, 시트 및 사무 업무 카테고리의 다른 서버와 비교i

  • 이 카테고리의 다른 서버 2186개 중 0%보다 스타가 많아요
  • 이 카테고리의 다른 서버 2186개 중 89%보다 최근에 레지스트리에 공개됐어요
  • 기본 점검 결과가 이 카테고리의 다른 서버 2186개 중 100%와 같거나 더 좋아요

레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.

자주 묻는 질문

scree, 안전한가요?

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.

어떤 키나 코드가 필요한가요?

입력해야 할 값: OPENROUTER_API_KEY

내 컴퓨터에서 실행되나요, 클라우드에서 실행되나요?

내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).

아직 관리되고 있나요?

GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.4.1)은 3일 전 레지스트리에 올라왔어요.

어떤 앱에서 쓸 수 있나요?

Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Docker, MCPB도 있어야 해요.

대신 쓸 수 있는 건 뭐가 있나요?

같은 카테고리에는: Agent-Native Calendar, Excel MCP Server, MCP Server for Excel

대안

같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.

카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i

Agent-Native Calendar

제작자: BuilderIO

Agent-Native Google Calendar - manage events, sync, and public booking

클라우드에서 실행★ 7,620MIT2개월 전 업데이트
설치

Excel MCP Server

제작자: haris-musa

Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed.

내 컴퓨터에서 실행★ 4,276MIT6일 전 업데이트
설치

MCP Server for Excel

제작자: sbroenne

Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.

내 컴퓨터에서 실행★ 847MIT3일 전 업데이트
설치

제작자의 README

README 열기

제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.

scree

Local semantic search over the markdown in your repos and notes, served to Claude Code over MCP.

Scree splits markdown by heading, embeds the pieces through an API, and stores them in a SQLite file on disk, one index per folder. Claude Code asks for the few chunks that match a question instead of loading whole files. Each hit says which lines it came from, so Claude can read just those. The markdown stays the source of truth; an index can be deleted and rebuilt at any time.

See docs/SPEC.md for the design.

Quick start

You need Go 1.26 and an OpenRouter API key from https://openrouter.ai/settings/keys. The commands run from the root of this repo unless a step says otherwise.

  1. Build a static binary (no CGO):
   CGO_ENABLED=0 go build -trimpath -ldflags='-s -w' -o bin/scree ./cmd/scree
  1. Save the key in the settings file. scree key prompts for it without echoing it, so it never lands in your shell history or on screen, writes ~/.config/scree/env with mode 600, and makes one test call to the API:
   bin/scree key

It keeps any other lines in the file and replaces an earlier key. scree key < file reads the key from the first line of a file instead, and replaces a saved key only with -replace; -offline skips the test call, and -check makes only the test call. Ctrl-C at the prompt saves nothing. To see Claude Code's OpenRouter costs apart from your own searches, save a second key with bin/scree key -mcp: scree mcp then uses it, and everything else keeps the first (settings file).

  1. Install the binary:
   mkdir -p ~/.local/bin

install -m 755 bin/scree ~/.local/bin/

Claude Code must find scree on its PATH. If ~/.local/bin isn't on it, add it in your shell profile.

  1. Check a repo before indexing it. scree run loads the settings file and runs a scree command. From inside the repo:
   cd ~/code/myrepo

scree run doctor -v

doctor -v lists every file that will be ignored and estimates the cost of indexing the rest. Add a .screeignore or .gitignore entry before indexing if anything private shows up as indexable.

  1. Turn scree on for the repo. From the repo's root:
   claude mcp add scree --scope project -- scree mcp

This writes .mcp.json with "command": "scree", "args": ["mcp"], with no key and no paths, so commit it. Claude Code asks each person to approve a project server once. Every session in the repo then keeps the index current; the first session builds it in the background. serve refuses a repo whose own .mcp.json doesn't name scree mcp, so a repo without this entry is never indexed, even if scree is also registered elsewhere. Don't register scree at user scope anyway.

Approving a project server means trusting the repo. Claude Code applies the env of a repo's .mcp.json, including PATH, before it starts the server, so a repo you approve decides which program scree is, and that program gets your settings file. Approve scree only in repos whose .mcp.json you trust, as you would any project server. To take that choice back for yourself, see absolute paths.

  1. Optional: a notes folder outside any repo. See A notes folder.

Build

Requires Go 1.26. No CGO. Tagged releases also publish prebuilt binaries for Linux, macOS and Windows (amd64 and arm64) on the GitHub releases page, a ghcr.io/jrapakko/scree image, and a Claude Desktop bundle, which scripts/mcpb.sh zips from the release's binaries.

CGO_ENABLED=0 go build -trimpath -ldflags='-s -w' -o bin/scree ./cmd/scree

Configure

Settings come from environment variables. The settings file is the one place to keep them, including the API key. Don't export the key in a shell profile. With OPENROUTER_API_KEY unset, a command run directly (scree search, doctor, reindex, watch) still uses the key in the settings file, by running as scree run would; see below.

VariableDefault
SCREE_DB$XDG_DATA_HOME/scree/indexes/ - /index.db, one per folder (or -db)
SCREE_MODELopenai/text-embedding-3-small
SCREE_DIMENSIONS512; 0 uses the model's default size
SCREE_EMBED_URLhttps://openrouter.ai/api/v1/embeddings
SCREE_MAX_FILE_BYTES1048576; larger files are skipped
SCREE_FIRST_SYNC_MB50; a Claude Code session or watch won't start the first index of a folder with more markdown than this (0 = no limit); scree reindex always does
SCREE_ZDR1; set 0 for endpoints other than OpenRouter
SCREE_HTTP_TOKENnone; required with serve -allow-remote, and enforced on loopback if set
SCREE_PAGERless -FRX from /usr/local/bin, /usr/bin or /bin; the pager for scree search's text view on a terminal, run without a shell: an absolute path or a name in those folders (never looked up on PATH), then its arguments. Set it empty for none
SCREE_COLORSword=1:match=1;33:link=36:lineno=2; the text view's colours as SGR codes (digits and ; only) for the word headings, the matched words, the locations and the line numbers. match= turns one off
OPENROUTER_API_KEYnone; when unset and the settings file holds one (scree key writes it there), search, reindex, doctor and watch run as scree run would. Without a key (unset or empty), notes are indexed for keyword search only and auto search runs keyword
SCREE_MCP_API_KEYnone; read only from the settings file (scree key -mcp writes it), and only by scree mcp, which passes it to serve as OPENROUTER_API_KEY instead of the file's own. Commands run directly and scree run never use it

$XDG_DATA_HOME defaults to ~/.local/share; a relative value is ignored. With neither it nor an absolute home directory, scree refuses to open an index unless -db names one.

Which folder. -notes names it on the command line. Without it, CLI commands use the git root of the current directory, or the current directory outside git. Under Claude Code, serve indexes the git root of the working directory Claude Code starts it in (the project, or the active worktree), refuses -notes, -db and SCREE_DB, and requires CLAUDE_PROJECT_DIR to be in the same repo; a .mcp.json can set environment variables but not the working directory. It also refuses a folder whose root .mcp.json names no scree mcp server. Outside Claude Code, serve has no default folder: pass -notes. A folder found automatically is refused if it is your home directory (from the password database, falling back to $HOME only if that lookup fails), a folder above it, or a filesystem root; on the command line, pass -notes to index it anyway. serve refuses such a folder even as -notes (a client such as Claude Desktop passes the folder a user picked) unless -allow-home is given. The check compares the folders themselves, not just their paths, so another path to your home folder (a bind mount, different letter case on macOS, /System/Volumes/Data/Users/…) is refused too. It only compares the chosen folder with your home folder and the folders above it, so a folder that holds a mount of your home somewhere inside it (as some containers and devcontainers set up) is not caught. Each index records its folder and refuses to be used for another one.

Changing the model or dimensions requires scree reindex -all. The index records which model built it and refuses to mix them.

Privacy

Every embedding request asks OpenRouter to route only to endpoints with zero data retention and data_collection: deny. A model with no such endpoint fails with a clear error naming the model, rather than falling back to one that keeps data. SCREE_ZDR=0 turns this off, which other OpenAI-compatible endpoints may need. Only chunk text, with its path and heading, is sent to the API; keyword search runs locally.

Ignoring files

An ignored file is never read for indexing, never sent to the embedding API, never returned by search, and refused by read_doc and reindex. Four layers decide:

  • Built-in: hidden files and folders, except the root .claude/ (not .claude/worktrees/), .github/, .gitlab/, .gitea/, .forgejo/, .cursor/, .codex/, .gemini/, .windsurf/, .circleci/ and .buildkite/; anything that isn't .md, .markdown or .mdc; symlinks that lead outside the folder; files over SCREE_MAX_FILE_BYTES; non-regular files such as FIFOs, which are never opened and which doctor reports as unreadable; and names with control characters.
  • `.gitignore`: in a git repo, everything git ignores (nested .gitignore files, .git/info/exclude, your global excludes file). Ignored folders such as node_modules/ are never read, and nested repositories are skipped. A tracked file that matches a pattern is still ignored. -gitignore=false turns this layer off.
  • `.screeignore` at the root of the indexed folder, in gitignore syntax.
  • Front matter: scree: ignore in a file's front matter.
# .screeignore

journal/ **/private-*.md /inbox/scratch.md !journal/public.md

include-hidden .name/ in .screeignore indexes another root hidden folder, and a pattern like /.cursor/ drops one of the defaults. A ! rule re-includes files inside an excluded folder, but never a file that a rule matched by name, so *.private.md stays ignored even under !archive/2024/; doctor -v lists what ! re-included. If .screeignore can't be read, is a symlink, or has a line scree can't parse, nothing is indexed until it is fixed; doctor names the bad lines by number.

---

scree: ignore


Run scree doctor -v to see what each layer ignores before relying on a pattern. The full rules are in docs/SPEC.md.

Use

scree key                # save the API key in the settings file

scree key -mcp # optional: a separate key for scree mcp (Claude Code) scree doctor # check config, index, and the API scree doctor -v # also list every ignored file, and check the keyword index scree reindex # index new and changed files scree reindex docs/a.md # re-index one file scree reindex -all # rebuild from scratch scree search "how do I rotate the backup keys" scree search -mode keyword PURGE_OLD_RECORDS # exact words, no API call scree search -format text "ci seed" # hits grouped by query word (the default on a terminal) scree search -no-pager "ci seed" # the same, printed without the pager scree search -format json "…" # one JSON object per hit scree search -format grep "…" # path:line:text, for fzf or vim -q scree watch # keep the index current (run as a service) scree serve -notes . # MCP over stdio, from a terminal scree serve -notes . -http 127.0.0.1:7077 # MCP over HTTP, loopback only scree indexes # list per-folder indexes; -prune deletes ones whose folder is gone

Every command but indexes and key takes -notes , -db and -gitignore=false. serve needs -notes outside Claude Code. From a terminal, search, reindex, doctor and watch run as scree run would whenever OPENROUTER_API_KEY is unset and the settings file holds a key; scree run loads the file in any case, for example scree run search "…".

Search modes

scree search -mode and the search_docs tool's mode take:

  • `auto` (the default): semantic, unless the query has an identifier-like word, a word with a letter plus _ or a digit, such as PURGE_OLD_RECORDS, psycopg_pool, R7-Q2 or v2, or a word from the folder's

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