Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Read Weblate projects, strings, stats and changes; translate, suggest, comment and autotranslate.
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.
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Works in Claude on the web, desktop and mobile:
https://weblate.usefulapi.io/mcpRun this in your terminal
claude mcp add --transport http weblate https://weblate.usefulapi.io/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"weblate": {
"url": "https://weblate.usefulapi.io/mcp"
}
}
}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": {
"weblate": {
"type": "http",
"url": "https://weblate.usefulapi.io/mcp"
}
}
}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.
ChatGPT connects only to servers on the internet:
https://weblate.usefulapi.io/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
weblate_list_projectsList the projects visible to this token: name, slug, website and settings (review workflow, access control). GET /api/projects/.
weblate_get_projectOne project by slug: name, website, settings, instructions and links. GET /api/projects/{project}/.
weblate_list_componentsList translation components (one translatable file set in a repository), with repository, file mask, source language and status flags. Give a project to list only its components. Repository URLs have embedded credentials removed. GET /api/components/ or /api/projects/{project}/co
weblate_get_componentOne component: repository, branch, file mask, template, source language, commit and merge settings, lock state. GET /api/components/{project}/{component}/.
weblate_list_translationsList the translations (one language each) of a component with their statistics: total, translated, fuzzy, percent, last change. GET /api/components/{project}/{component}/translations/.
weblate_get_translationOne translation (a component in one language): statistics, language, file name, revision and links. GET /api/translations/{project}/{component}/{language}/.
weblate_get_statisticsTranslation progress: strings and words total, translated, needing edit, with percentages and checks. Scope by project; add a component for per-language statistics of a component, add a language too for one translation. GET /api/projects/{project}/statistics/, /api/components/{pr
weblate_list_project_languagesPer-language translation statistics for a whole project (code, total, translated, percentages). GET /api/projects/{project}/languages/.
weblate_list_languagesList the languages known to this Weblate instance: code, name, text direction, plural forms. GET /api/languages/.
weblate_list_unitsList or search translation strings (units): source, target, state (0 untranslated, 10 needs editing, 20 translated, 30 approved, 100 read-only), context, location, failing checks. Search with Weblate's query syntax, for example state:<translated or has:suggestion. Give project +
weblate_get_unitOne string by id: source and target forms, state, context, location, flags, labels, explanation, suggestions/comments flags, web link. GET /api/units/{id}/.
weblate_list_unit_commentsComments on one string (Weblate 5.15+). GET /api/units/{id}/comments/.
weblate_list_suggestionsList suggestions (proposed translations waiting for review), newest first (Weblate 2026.8+). Give a unit id for one string's suggestions. GET /api/suggestions/ or /api/units/{id}/suggestions/.
weblate_list_changesThe activity log: who changed or translated what, when, with the action name and the changed text. Scope by project, component or translation (language), or filter by user, action id and time range. GET /api/changes/ or the project/component/translation changes endpoint.
weblate_search_memoryBrowse the translation memory entries visible to the token, filtered by source text (substring), languages or project. GET /api/memory/.
weblate_lookup_memoryFind translation memory matches (exact or fuzzy) for up to 20 source strings in one language pair. Read-only: nothing is stored. POST /api/memory/lookup/.
weblate_get_repository_statusVersion-control status: pending changes to commit, upstream changes to merge, changes to push, remote commit, merge failure. For a project (summary of all its repositories) or one component. GET /api/projects/{project}/repository/ or /api/components/{project}/{component}/reposito
weblate_update_translationWRITE: set the translation of one string (replaces the current target). `target` is the list of plural forms. `state` is required (Weblate rejects a partial update without both): 0 untranslated with an empty target, 10 needs editing, 20 translated or 30 approved (approval needs t
weblate_add_suggestionWRITE: propose a translation for one string; normally a reviewer accepts it later, but the author's automatic upvote (or an existing identical suggestion) can reach the project's auto-accept threshold and apply it at once. Needs the Add suggestion permission and suggestions enabl
weblate_accept_suggestionWRITE: apply a suggestion to its string (replaces the current translation). `approve` also marks it approved (review workflow and permission needed). Weblate 2026.8+. POST /api/suggestions/{id}/accept/.
weblate_add_unit_commentWRITE: add a comment to one string (Markdown, @username mentions notify users). `scope` is global (all languages), translation (this language) or report (a source-string issue report; needs the review workflow). Weblate 5.12+. POST /api/units/{id}/comments/.
weblate_repository_operationWRITE: commit (write pending translations into the local repository), pull (merge upstream changes) or push (publish committed changes to the remote repository) for a project or one component. Push changes the remote repository. reset and cleanup are not offered. POST /api/projec
weblate_autotranslateWRITE: fill a translation automatically from other components (auto_source others, default) or from machine translation (mt, needs engines). `mode` suggest only adds suggestions (default), translate writes translations, fuzzy marks them needing edit. `q` limits it to strings matc
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 6, 2026
The registry name was verified against the domain usefulapi.io (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 28 ms (HTTP 200)
No sign-in needed
Read 23 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 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.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.22.3) reached the registry yesterday.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, AI Deprecations
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
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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.
Use Weblate (Hosted Weblate, Weblate Cloud or self-hosted) from Claude, Cursor, or any MCP client — projects, components, translations and statistics, strings, suggestions, comments, changes and translation memory, plus translating strings, suggestions, comments, repository commit/pull/push and automatic translation. Hosted, no local install: connect with your own Weblate credentials.
Live endpoint: https://weblate.usefulapi.io/mcp · Homepage: https://usefulapi.io/weblate
https://weblate.usefulapi.io/mcp.claude mcp add --transport http weblate https://weblate.usefulapi.io/mcp, then run /mcp to log in.{
"mcpServers": { "weblate": { "url": "https://weblate.usefulapi.io/mcp" } } }
Add only the URL. Do not add an Authorization header or an API key to the client config: the server signs you in with OAuth, and the login page asks for your Weblate credentials.
Step-by-step setup, where to find your credentials, and FAQ: https://usefulapi.io/weblate/
| Tool | Type | What it does |
|---|---|---|
weblate_list_projects | read | List projects |
weblate_get_project | read | Get project |
weblate_list_components | read | List components |
weblate_get_component | read | Get component |
weblate_list_translations | read | List translations |
weblate_get_translation | read | Get translation |
weblate_get_statistics | read | Get translation statistics |
weblate_list_project_languages | read | List project languages |
weblate_list_languages | read | List languages |
weblate_list_units | read | List strings (units) |
weblate_get_unit | read | Get string (unit) |
weblate_list_unit_comments | read | List string comments |
weblate_list_suggestions | read | List suggestions |
weblate_list_changes | read | List changes |
weblate_search_memory | read | Search translation memory |
weblate_lookup_memory | read | Look up translation memory |
weblate_get_repository_status | read | Get repository status |
weblate_update_translation | write | Update a translation |
weblate_add_suggestion | write | Add a suggestion |
weblate_accept_suggestion | write | Accept a suggestion |
weblate_add_unit_comment | write | Add a string comment |
weblate_repository_operation | write | Run a repository operation |
weblate_autotranslate | write | Run automatic translation |
weblate_usage_status | meta | Usage status (free-tier meter) |
weblate_request_feature | meta | Request a missing feature |
weblate_upgrade | meta | Upgrade to Pro or Pro+ |
weblate_cancel_subscription | meta | Cancel the Pro subscription |
read tools are read-only; write tools mutate data (clients should confirm them); meta tools report usage, manage your subscription or send a feature request.
| Plan | Price | Limit |
|---|---|---|
| Free | $0 | 50 tool calls / month |
| Pro (per API token) | $9/mo or $90/yr (2 months free) | Unlimited* |
\*Pro has a fair use limit of 10,000 tool calls a month on this server. For more, write to support@usefulapi.io.
Pro covers this server only. Subscribe with weblate_upgrade (it returns a Stripe Checkout link). Cancel any time with weblate_cancel_subscription: Pro continues to the end of the paid period, with no refund for the current period, and running weblate_upgrade before then undoes the cancel. Or write to support@usefulapi.io.
MIT © usefulapi. Not affiliated with or endorsed by Weblate.