ovos-translate-server 0.4.0a1

FastAPI server to host OpenVoiceOS translate plugins as a service

OpenVoiceOS Translate Server

Turn any OVOS Language plugin into a micro service!

Use with OpenVoiceOS companion plugin

Install

pip install ovos-translate-server

Usage

ovos-translate-server --help
usage: ovos-translate-server [-h] [--tx-engine TX_ENGINE]
                   [--detect-engine DETECT_ENGINE] [--port PORT] [--host HOST]

optional arguments:
  -h, --help            show this help message and exit
  --tx-engine TX_ENGINE
                        translate plugin to be used
  --detect-engine DETECT_ENGINE
                        lang detection plugin to be used
  --port PORT           port number
  --host HOST           host

eg, to use the NLLB plugin for translation, and Lang Classifier Classics for detection

ovos-translate-server --tx-engine ovos-translate-plugin-nllb --detect-engine ovos-lang-detector-classics-plugin

then you can do get requests

• http://0.0.0.0:9686/translate/en/o meu nome é Casimiro (auto detect source lang)
• http://0.0.0.0:9686/translate/pt/en/o meu nome é Casimiro (specify source lang)
• http://0.0.0.0:9686/detect/o meu nome é Casimiro

AI Agent Integration

UTCP — Universal Tool Calling Protocol

Every running instance of the server exposes a machine-readable UTCP manual at:

GET /utcp

The manual describes all translation and detection endpoints as HTTP tools so UTCP-compatible AI agents can discover and invoke them directly — no extra proxy layer required. The URLs in the manual use the same host/port the request arrived on, so the document is always self-consistent under any reverse-proxy deployment.

curl http://localhost:9686/utcp | python3 -m json.tool

Exposed tools

UTCP tool name	Description
ovos_translate.translate	Translate text, source language auto-detected
ovos_translate.translate_with_source	Translate text with explicit source language
ovos_translate.detect_language	Return the BCP-47 language tag of a string
ovos_translate.classify_language	Return per-language confidence scores
ovos_translate.supported_languages	List all supported language codes

No extra dependency is required for UTCP; the /utcp endpoint is always registered when the server starts.

MCP — Model Context Protocol

An optional MCP server is embedded in the main application when the mcp extra is installed:

pip install "ovos-translate-server[mcp]"

Once installed, the MCP endpoint is automatically mounted at /mcp using the Streamable HTTP transport. Agents that speak MCP (Claude Desktop, Continue, etc.) can add it as a server at:

http://localhost:9686/mcp

MCP tools

Tool	Arguments	Returns
translate	text, target_lang, source_lang (optional)	translated string
detect_language	text	BCP-47 language tag

Standalone MCP process

If you prefer to run the MCP server as a separate process (e.g. to bind it to localhost only while the HTTP API is public):

python -m ovos_translate_server.mcp_server \
    --tx-engine ovos-translate-plugin-nllb \
    --detect-engine ovos-lang-detector-classics-plugin \
    --host 127.0.0.1 \
    --port 9687

Embedding in a custom FastAPI app

from ovos_translate_server import start_translate_server
from ovos_translate_server.mcp_server import get_mcp_app

app, engine = start_translate_server("ovos-translate-plugin-nllb")
# MCP is already mounted at /mcp; or mount it manually at a custom path:
# app.mount("/my-mcp", get_mcp_app(engine))

Claude Desktop configuration

{
  "mcpServers": {
    "ovos-translate": {
      "url": "http://localhost:9686/mcp"
    }
  }
}

Docker

you can create easily crete a docker file to serve any plugin

FROM python:3.7

RUN pip3 install ovos-utils==0.0.15
RUN pip3 install ovos-plugin-manager==0.0.4
RUN pip3 install ovos-translate-server==0.0.1

RUN pip3 install {PLUGIN_HERE}

ENTRYPOINT ovos-translate-server --tx-engine {PLUGIN_HERE} --detect-engine {PLUGIN_HERE}

build it

docker build . -t my_ovos_translate_plugin

run it

docker run -p 8080:9686 my_ovos_translate_plugin

Each plugin can provide its own Dockerfile in its repository using ovos-translate-server