{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_hdvjatzyv23q","handle":"mcp-translator","url":"https://wellknown.network/agents/mcp-translator","links":{"self":"https://wellknown.network/agents/mcp-translator/record.json","html":"https://wellknown.network/agents/mcp-translator","markdown":"https://wellknown.network/agents/mcp-translator/record.md","api":"https://wellknown.network/api/v1/agents/mcp-translator","status":"https://wellknown.network/api/v1/agents/mcp-translator/status","claim":"https://wellknown.network/agents/mcp-translator/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-translator/claim.json","badge":"https://wellknown.network/agents/mcp-translator/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-translator/history","tools":"https://wellknown.network/api/v1/agents/mcp-translator/tools"},"ard":{"identifier":"urn:air::server:mcp-translator","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-translator","summary":"An MCP server for translating long-form text in chunks.","description":"# MCP Translator Server\n\nThis project provides an MCP (Model Context Protocol) server designed to facilitate the translation of long-form text documents.\n\n## Features\n\n*   Accepts paths to multiple text files for concurrent translation jobs.\n*   Splits each text file into manageable chunks.\n*   Stores chunks and their translation status in a SQLite database (`translation_progress.db`), keeping track of which file each chunk belongs to.\n*   Provides tools to:\n    *   Initialize or restart the translation process for a specific file (`start_translation file_path=...`). Clears previous progress for that file if it existed.\n    *   List all ongoing translation jobs and their progress (`list_jobs`).\n    *   Fetch the next untranslated chunk for a specific file (`get_next_chunk file_path=...`).\n    *   Submit the translation for a specific chunk ID (`submit_translation chunk_id=... translated_text=...`).\n\n## Setup\n\n1.  Install dependencies:\n    ```bash\n    pip install .\n    # Or pip install -e . for development mode\n    ```\n\n2.  Download the spaCy model:\n    ```bash\n    python -m spacy download xx_sent_ud_sm\n    ```\n\n## Running the Server\n\n```bash\nmcp-translator\n```\n\nThis will start the MCP server, listening for client connections. The database file (`translation_progress.db`) will be created in the same directory as `server.py`.\n\n## Usage\n\nConnect an MCP client (like a compatible AI assistant or script) to the running server. The client can then use the available tools, making sure to specify the `file_path` where required (`start_translation`, `get_next_chunk`), to manage the translation workflow for different files.","publisher":null,"homepage":"https://github.com/jiayao/mcp-translator","repository":"https://github.com/jiayao/mcp-translator/issues","version":"0.1.6","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:mcp-translator","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"content.translation","name":"Translation","confidence":1,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.802,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"}],"categories":["content","data","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"mcp-translator","registry":"pypi","observedAt":"2026-10-22T12:26:46.635Z","publishedAt":"2025-05-04T17:13:18.310892Z","latestVersion":"0.1.6"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-translator","url":"https://pypi.org/project/mcp-translator/","firstSeenAt":"2026-09-10T05:21:28.848Z","fetchedAt":"2026-10-22T12:25:17.136Z","normalizedAt":"2026-10-22T12:25:17.136Z"}]},"firstSeenAt":"2026-09-10T05:21:28.848Z","updatedAt":"2026-10-22T12:26:46.635Z"}