Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Transkribus REST and Processing APIs — collections, HTR/OCR; default v1, optional v2 beta.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
TRANSKRIBUS_USER, TRANSKRIBUS_PASSWORD, TRANSKRIBUS_SESSION_ID, TRANSKRIBUS_ACCESS_TOKEN, TRANSKRIBUS_KEYRING_SERVICEValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"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"
}
}
}
}Run this in your terminal
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-serverFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"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"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"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"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
TRANSKRIBUS_USER envTRANSKRIBUS_KEYRING_SERVICE envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account lazyants, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: TRANSKRIBUS_PASSWORD, TRANSKRIBUS_SESSION_ID, TRANSKRIBUS_ACCESS_TOKEN
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (4.1.1) reached the registry today.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Date Math
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Date/time math for agents: business days, holidays, time zones, cron, RRULE. 25 free calls/day.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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
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