Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Transkribus REST and Processing APIs — collections, HTR/OCR; default v1, optional v2 beta.
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.
TRANSKRIBUS_USER, TRANSKRIBUS_PASSWORD, TRANSKRIBUS_SESSION_ID, TRANSKRIBUS_ACCESS_TOKEN, TRANSKRIBUS_KEYRING_SERVICE비밀로 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": {
"transkribus": {
"command": "npx",
"args": [
"-y",
"@lazyants/transkribus-mcp-server"
],
"env": {
"TRANSKRIBUS_USER": "your-value",
"TRANSKRIBUS_PASSWORD": "your-value",
"TRANSKRIBUS_SESSION_ID": "your-value",
"TRANSKRIBUS_ACCESS_TOKEN": "your-value",
"TRANSKRIBUS_KEYRING_SERVICE": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add transkribus --env TRANSKRIBUS_USER=your-value --env TRANSKRIBUS_PASSWORD=your-value --env TRANSKRIBUS_SESSION_ID=your-value --env TRANSKRIBUS_ACCESS_TOKEN=your-value --env TRANSKRIBUS_KEYRING_SERVICE=your-value -- npx -y @lazyants/transkribus-mcp-server실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"transkribus": {
"command": "npx",
"args": [
"-y",
"@lazyants/transkribus-mcp-server"
],
"env": {
"TRANSKRIBUS_USER": "your-value",
"TRANSKRIBUS_PASSWORD": "your-value",
"TRANSKRIBUS_SESSION_ID": "your-value",
"TRANSKRIBUS_ACCESS_TOKEN": "your-value",
"TRANSKRIBUS_KEYRING_SERVICE": "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": {
"transkribus": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@lazyants/transkribus-mcp-server"
],
"env": {
"TRANSKRIBUS_USER": "your-value",
"TRANSKRIBUS_PASSWORD": "your-value",
"TRANSKRIBUS_SESSION_ID": "your-value",
"TRANSKRIBUS_ACCESS_TOKEN": "your-value",
"TRANSKRIBUS_KEYRING_SERVICE": "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.
TRANSKRIBUS_USER envTRANSKRIBUS_KEYRING_SERVICE 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 lazyants 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: TRANSKRIBUS_PASSWORD, TRANSKRIBUS_SESSION_ID, TRANSKRIBUS_ACCESS_TOKEN
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(4.1.0)은 35일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Agent Data Tools: Utilities
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.
103 tools: JSON repair, CSV, hashes, cron, dates, units, validators. 25 free calls.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
MCP server for the Transkribus REST API. Manage collections, documents, HTR/OCR recognition, models, and more through the Model Context Protocol.
304 tools by default, or 306 with Processing v2, across 23 resource domains, with 9 entry points so you can pick the right server for your MCP client's tool limit.
API scope: This server covers two Transkribus APIs:
- the legacy TrpServer REST API (
https://transkribus.eu/TrpServer/rest), session-based — 300 tools;
- the Processing API, OIDC bearer auth via
account.readcoop.eu— 4transkribus_processing_*tools with the default Metagrapho v1 backend (https://transkribus.eu/processing/v1), or 6 with the optional Developer Platform v2 beta (https://api-staging.transkribus.org/v2).
v2 requires explicit selection. Its published OpenAPI names a staging server; production v2 availability has not been confirmed. Both backends take
config.textRecognition.htrId.
npm install -g @lazyants/transkribus-mcp-server
Or run directly:
npx @lazyants/transkribus-mcp-server
Transkribus uses session-based authentication. Credentials are resolved in this order, per value:
TRANSKRIBUS_USER + TRANSKRIBUS_PASSWORD, or TRANSKRIBUS_SESSION_ID)Either a user name and password (the server logs in and manages the session) or a session id you already hold. A session id takes precedence when both are available; it expires, so a user name and password is the better choice for a long-running setup — and is what lets the server re-authenticate after a 401.
The keyring is never required: if it is unavailable — a headless Linux box with no Secret Service, an unsupported platform, an install with --omit=optional — or if it does not answer within 5 seconds, the server falls back to the environment.
Three entries under one service name, transkribus-mcp by default: user, password and session-id (store only what you use).
[!IMPORTANT]
The commands below read the value from an interactive prompt rather than
taking it as an argument, so it never lands in your shell history, in a
command line, or in the launch environment of another process. Avoid pasting a
password directly onto the command line.
Omitting the value after -w makes security prompt for it:
security add-generic-password -s "transkribus-mcp" -a "user" -w
security add-generic-password -s "transkribus-mcp" -a "password" -w
[!NOTE]
A login-keychain item belongs to the program that created it. The first time
the server reads an item created by
security, macOS shows a "…wants to use
your confidential information stored in transkribus-mcp" dialog — choose
Always Allow and it will not ask again. Until that is granted the read
cannot complete: the server waits 5 seconds, then falls back to the
environment variables, so a server started where nobody can answer the dialog
behaves as if the keyring were empty rather than hanging.
To avoid the dialog entirely, write the entry from the same Node.js runtime
that will read it. The value is piped in on standard input, so it appears
neither in a command line nor in a process environment (
ps -Eshows those).
The prompt below is plain POSIX, so it behaves the same in
zshandbash:
`bash
npm install -g @lazyants/transkribus-mcp-server # the keyring module ships with it
cd "$(npm root -g)/@lazyants/transkribus-mcp-server"
printf 'Transkribus password: ' >&2; stty -echo; IFS= read -r TK_SECRET; stty echo; printf '\n' >&2
printf '%s' "$TK_SECRET" | node -e '
const { Entry } = require("@napi-rs/keyring");
let value = "";
process.stdin.setEncoding("utf8");
process.stdin.on("data", (chunk) => { value += chunk; });
process.stdin.on("end", () => {
new Entry("transkribus-mcp", "password").setPassword(value);
console.log("stored");
});
'
unset TK_SECRET
`
Repeat with
"user"in place of"password". A different Node.js
installation later (a
nvmswitch, say) is a different program to the
keychain, so the dialog can appear once more for it.
cmdkey can only take the value as a command-line argument, which exposes it in the process list. Read it from a hidden prompt instead and write it straight into Windows Credential Manager via CredWrite. The credential's target name is . — user.transkribus-mcp and password.transkribus-mcp for the default service — which is exactly what the server reads back:
Add-Type -Namespace TranskribusKeyring -Name Native -MemberDefinition @'
[StructLayout(LayoutKind.Sequential, CharSet = CharSet.Unicode)] public struct CREDENTIAL { public uint Flags; public uint Type; [MarshalAs(UnmanagedType.LPWStr)] public string TargetName; [MarshalAs(UnmanagedType.LPWStr)] public string Comment; public System.Runtime.InteropServices.ComTypes.FILETIME LastWritten; public uint CredentialBlobSize; public IntPtr CredentialBlob; public uint Persist; public uint AttributeCount; public IntPtr Attributes; [MarshalAs(UnmanagedType.LPWStr)] public string TargetAlias; [MarshalAs(UnmanagedType.LPWStr)] public string UserName; } [DllImport("advapi32.dll", CharSet = CharSet.Unicode, SetLastError = true)] public static extern bool CredWriteW(ref CREDENTIAL credential, uint flags); '@
function Set-TranskribusCredential { param(Parameter(Mandatory)$Account, Parameter(Mandatory)$Prompt) $secure = Read-Host -AsSecureString $Prompt $blob = [Runtime.InteropServices.Marshal]::SecureStringToCoTaskMemUnicode($secure) try { $cred = New-Object TranskribusKeyring.Native+CREDENTIAL $cred.Type = 1 # CRED_TYPE_GENERIC $cred.Persist = 2 # CRED_PERSIST_LOCAL_MACHINE $cred.TargetName = "$Account.transkribus-mcp" # " . " $cred.UserName = $Account $cred.CredentialBlob = $blob $cred.CredentialBlobSize = $secure.Length * 2 # UTF-16 bytes, no terminator if (-not [TranskribusKeyring.Native]::CredWriteW([ref]$cred, 0)) { throw "CredWrite failed (Win32 error $([Runtime.InteropServices.Marshal]::GetLastWin32Error()))" } Write-Host "Stored '$Account' in Windows Credential Manager." } finally { [Runtime.InteropServices.Marshal]::ZeroFreeCoTaskMemUnicode($blob) $secure.Dispose() Remove-Variable secure, blob } }
Set-TranskribusCredential -Account 'user' -Prompt 'Transkribus user (e-mail)' Set-TranskribusCredential -Account 'password' -Prompt 'Transkribus password'
Using a custom
TRANSKRIBUS_KEYRING_SERVICE(e.g.acme)? SetTargetNameto
user.acme/password.acmeto match — the server looks each value up under
..
secret-tool store --label="Transkribus user" service transkribus-mcp username user
secret-tool store --label="Transkribus password" service transkribus-mcp username password
Once stored, MCP config files need no credentials at all.
export TRANSKRIBUS_USER=your-email@example.com
export TRANSKRIBUS_PASSWORD=your-password
Or, with a session you already hold:
export TRANSKRIBUS_SESSION_ID=your-session-id
| Variable | Default | Description |
|---|---|---|
TRANSKRIBUS_USER | — | Account e-mail; used when the keyring has no user entry for the configured service |
TRANSKRIBUS_PASSWORD | — | Account password; used when the keyring has no password entry |
TRANSKRIBUS_SESSION_ID | — | An existing session id; used when the keyring has no session-id entry |
TRANSKRIBUS_KEYRING_SERVICE | transkribus-mcp | Keyring service name. Override to connect to several Transkribus accounts at once — run one server instance per account, each with its own service name |
The transkribus_processing_* tools talk to a different service with a different auth scheme, but they need no extra configuration: the same TRANSKRIBUS_USER + TRANSKRIBUS_PASSWORD are exchanged for an OIDC bearer token (READCOOP SSO password grant, client processing-api-client) and refreshed automatically. TRANSKRIBUS_SESSION_ID does not apply to them.
Two optional overrides:
export TRANSKRIBUS_ACCESS_TOKEN=your-bearer-token # skip the token exchange entirely
export TRANSKRIBUS_PROCESSING_CLIENT_ID=custom-client # non-default OIDC client
Set TRANSKRIBUS_PROCESSING_BACKEND=v2 in the MCP server's environment before starting it. The default is v1; invalid values fail configuration. v2 uses the documented staging host https://api-staging.transkribus.org/v2, with the same OIDC credentials and PAGE/ALTO XML operations as v1. This selection affects the Processing tools in both the full server and transkribus-mcp-processing.
| Backend | Job identifiers | Terminal statuses | Result retention | Tools |
|---|---|---|---|---|
v1 (default) | Positive integers, including numeric strings | FINISHED, FAILED | Two days | Submit, status, PAGE XML, ALTO XML |
v2 (beta, staging) | Positive integers, numeric strings, UUIDs | FINISHED, FAILED, CANCELLED | 24 hours after completion | The same four tools, plus longpoll and ZIP |
v2 submission and status results preserve the API fields and add terminal, pollingAvailable, and linksByRel. Links are indexed by their stable rel values, such as self, status, longpoll, result, and page-result; display titles do not affect behavior. An absent longpoll relation stops polling availability, and terminal states always stop it. Link URLs are returned as data; the server requests only the selected backend's documented paths.
transkribus_processing_longpoll: pass processId and optionally interval (an int32 number of milliseconds). The call returns the observed job with timedOut: false; inspect terminal because HTTP 200 may contain a nonterminal status change. HTTP 408 or the 45-second local deadline returns { processId, timedOut: true, terminal: null }, so callers may retry without treating a timeout as a completed job.transkribus_processing_get_result_zip: pass processId to download a finished job's archive. The result includes filename, mimeType: "application/zip", encoding: "base64", byteLength, and data; decode data as base64 and save it under filename. Downloads are limited to 20 MiB, checked for ZIP MIME type and signature, and do not follow redirects. HTTP 404 means no result is available.These two tools are advertised only with v2 selected. The job guide describes lifecycle, links, and retention; the compatibility guide documents the Developer Platform's existing /v2/processes contract.
| Command | Domains | Tools |
|---|---|---|
transkribus-mcp-server | All 23 domains | 304 (306 with v2) |
transkribus-mcp-collections | Auth, Collections (core/docs/pages/users/crowd/editdecl/credits/stats/labels/activity/tags) | 131 |
transkribus-mcp-admin | Auth, Admin, Credits, Uploads, Labels, Files, System, Root | 62 |
| `transkribus-mcp-transcri
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요