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Mymemory

MCP✓ SPEC VERIFIED

Enables keyless translation between languages using machine translation and community translation memory, with automatic source-language detection, match-quality scores, and alternate candidate translations.

@pipeworx-io · v0.1.0 · MIT License · updated today

SECURITY

A

SCORE

80

STARS

▲ 0

PLUG IN

claude mcp add --transport http mymemory https://gateway.pipeworx.io/mymemory/mcp

README

@pipeworx/mymemory

Keyless machine + translation-memory translation between languages — the one translation pack in the catalog that needs no API key, no self-hosted instance, and no registration of any kind.

Part of Pipeworx — an MCP gateway connecting AI agents to 1857+ live data sources. This is an independent, unofficial integration — not affiliated with, endorsed by, or published by the upstream provider.

Tools

  • mymemory_translate(text, target, source?) — translates text into target (ISO 639-1, e.g. "de"). source is optional and defaults to automatic language detection; when it auto-detects, the detected code comes back in detected_source_language. Also returns a match-quality score (1.0 = an exact translation-memory match, lower = machine-translated) and up to 3 alternate candidate translations.

Auth

Keyless. Every call carries a courtesy contact address (not a login, not a key) that raises the shared anonymous allowance under the publisher's own usage policy — see "Quota" below.

Data sources

  • MyMemory (Translated S.r.l.), a community and machine translation memory — translations contributed by professional translators, public corpora and machine translation, blended and ranked by match quality.

Quota

Free, anonymous use is limited by the publisher to 5,000 characters/day, raised to 50,000 characters/day by supplying a contact address (which this pack does on every call). All Pipeworx gateway traffic shares one egress address, so this allowance is shared across every caller of this pack — exactly like the SEC.gov egress note elsewhere in this repo. When the shared daily allowance is spent, the tool returns a clear {found: false, reason: "rate_limit"} refusal rather than retrying or rotating identity; it resets on the publisher's own rolling daily window, not ours.

Why this exists

deepl needs a funded platform key (unfunded by choice) and its shared key also runs on a monthly character allowance that has sat exhausted for extended stretches. translate and libretranslate both wrap LibreTranslate, which needs either a key or a self-hosted endpoint since the free public mirrors shut down in 2025-26. That left no translation tool anyone without a key of their own could actually use — this pack is that tool (fleet #3862).

Both of those packs' refusals now name mymemory_translate as the keyless alternative, and the gateway's sibling-retry (NAMED_SERVICE_SIBLING_OVERRIDE in workers/gateway/src/retry-policy.ts) falls over to it automatically when deepl_translate fails on a quota-exhausted shared key — the source/source_lang and target/target_lang field-alias families in shared/src/field-aliases.ts are what let the retry hand this pack the same arguments the failed call received.

Quick Start

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

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

What this endpoint actually serves

tools/list at https://gateway.pipeworx.io/mymemory/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 1857+ 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/mymemory_translate \
  -H 'Content-Type: application/json' \
  -d '{"text":"The meeting has been postponed until next week","target":"de"}'

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

Run it from npm

@pipeworx/mcp-mymemory is a local stdio bridge to the Pipeworx gateway: your MCP client starts it with npx, and it forwards every call to the same https://gateway.pipeworx.io/mymemory/mcp endpoint shown above. It needs network access; there is no offline mode.

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

Without a key it calls anonymously, capped at 50 calls a day. A free account raises that to 200 a day: get a key at https://pipeworx.io/signup and add "env": { "PIPEWORX_API_KEY": "<your key>" } to the server entry. The key is sent as a Bearer token, the same way a hosted connection sends it, so calls are metered and billed exactly as they are there.

It lists only this pack's tools by default. Set PIPEWORX_META_TOOLS=1 to also list ask_pipeworx and the other gateway-wide tools.

Behind an HTTPS proxy: Node's built-in fetch does not read HTTPS_PROXY by default. Newer Node releases honour it when NODE_USE_ENV_PROXY=1 is set; check your Node version's documentation.

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 Mymemory data" })

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

More

License

MIT

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