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Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
pipeworx-io avatar

Tatoeba

pipeworx-io/mcp-tatoeba
HTTPregistry active
Summary

Connects Claude to Tatoeba's 13 million sentence corpus covering 400+ languages. Exposes four tools: search sentences by language pair using ISO 639-3 codes, fetch individual sentences by ID, retrieve translations for a sentence, and list supported languages. Useful when you need real world example sentences for translation work, language learning applications, or building multilingual datasets. Part of the Pipeworx gateway ecosystem, so you can either connect directly to the Tatoeba endpoint or access it through their unified gateway alongside 670+ other data sources. Supports the ask_pipeworx interface for natural language queries instead of direct tool calls.

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@pipeworx/tatoeba

Tatoeba MCP — collaborative multilingual sentence database (~13M sentences in 400+ languages). Keyless.

Part of Pipeworx — an MCP gateway connecting AI agents to 1683+ live data sources.

Tools

  • search(query, from?, to?, limit?, page?) — sentence search
  • sentence(id) — single sentence by id
  • translations(id) — translations of a sentence
  • languages() — list of supported languages

Data source

https://tatoeba.org/eng/api_v0/

Quick Start

Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):

{
  "mcpServers": {
    "tatoeba": {
      "url": "https://gateway.pipeworx.io/tatoeba/mcp"
    }
  }
}

What this endpoint actually serves

tools/list at https://gateway.pipeworx.io/tatoeba/mcp returns the tools in the table above plus the shared Pipeworx meta-tools — ask_pipeworx, discover_tools, search_within, remember/recall and the rest of the gateway-wide set. So the tool count you see is larger than this table: a single-pack endpoint currently lists roughly 30 shared tools alongside the pack's own. The connection's initialize response states its exact scope, and is the authoritative answer for a given day.

This is deliberate, not multiplexing by accident. The meta-tools are what let a scoped connection answer a question this pack does not cover — via ask_pipeworx, which routes across the whole catalog — without you adding a second MCP server. There is currently no way to mount a pack endpoint without them; if the extra schemas cost you more context than the routing is worth, connect to the full gateway once rather than to several pack endpoints.

Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:

{
  "mcpServers": {
    "pipeworx": {
      "url": "https://gateway.pipeworx.io/mcp"
    }
  }
}

Both URLs reach the same gateway and the same 1683+ data sources. The only difference is which pack's tools are listed directly; ask_pipeworx reaches all of them from either one.

No MCP client? Call it over HTTP

curl -X POST https://gateway.pipeworx.io/v1/tools/tatoeba_search \
  -H 'Content-Type: application/json' \
  -d '{"query":"hello"}'

No account needed for the first calls. Inspect any tool: GET https://gateway.pipeworx.io/v1/tools/tatoeba_search. Find one: POST https://gateway.pipeworx.io/v1/tools/search_packs with {"query":"..."}.

Standalone (no gateway account)

This package also runs as a local stdio MCP server — no Pipeworx account, no gateway round-trip:

{
  "mcpServers": {
    "tatoeba": {
      "command": "npx",
      "args": ["-y", "@pipeworx/mcp-tatoeba"]
    }
  }
}

Or run it directly to confirm it starts:

npx -y @pipeworx/mcp-tatoeba

It speaks MCP over stdin/stdout and answers initialize/tools/list/tools/call for only this pack's tools — none of the shared meta-tools the gateway connection above adds. Same source, same tools, no ask_pipeworx routing.

Using with ask_pipeworx

Instead of calling tools directly, you can ask questions in plain English — this works on the pack endpoint above as well as on the full gateway:

ask_pipeworx({ question: "your question about Tatoeba data" })

The gateway picks the right tool and fills the arguments automatically.

More

  • Docs and guides
  • pipeworx.io

License

MIT

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TransportHTTP
UpdatedMay 14, 2026
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