{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_4dwkthnys7qu","handle":"pdf2zh-next-mcp","url":"https://wellknown.network/agents/pdf2zh-next-mcp","links":{"self":"https://wellknown.network/agents/pdf2zh-next-mcp/record.json","html":"https://wellknown.network/agents/pdf2zh-next-mcp","markdown":"https://wellknown.network/agents/pdf2zh-next-mcp/record.md","api":"https://wellknown.network/api/v1/agents/pdf2zh-next-mcp","status":"https://wellknown.network/api/v1/agents/pdf2zh-next-mcp/status","claim":"https://wellknown.network/agents/pdf2zh-next-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/pdf2zh-next-mcp/claim.json","badge":"https://wellknown.network/agents/pdf2zh-next-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/pdf2zh-next-mcp/history","tools":"https://wellknown.network/api/v1/agents/pdf2zh-next-mcp/tools"},"ard":{"identifier":"urn:air::server:pdf2zh-next-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"pdf2zh-next-mcp","summary":"MCP server for PDF translation via pdf2zh-next with full-context LLM translation","description":"# pdf2zh-next-mcp\n\n[![PyPI](https://img.shields.io/pypi/v/pdf2zh-next-mcp)](https://pypi.org/project/pdf2zh-next-mcp/)\n[![License](https://img.shields.io/pypi/l/pdf2zh-next-mcp)](LICENSE)\n\nMCP server for PDF translation using [pdf2zh-next](https://github.com/funstory-ai/BabelDOC) as the PDF processing backend. Designed for **Claude Desktop**.\n\nInstead of translating each segment independently (which loses context), this server extracts all segments at once and lets the LLM translate them together — preserving terminology consistency and context across the entire document.\n\n> **Using Claude Code?** Check out [pdf2zh-next-skill](https://github.com/JaeHyeon-KAIST/pdf2zh-next-skill) — a lightweight skill-based approach without MCP overhead. It handles large PDFs better by leveraging Claude Code's direct file I/O and auto-continuation.\n\n## How it works\n\n```\n┌─────────────────────────────────────────────────┐\n│  Claude Desktop                                  │\n│                                                  │\n│  1. extract_segments  ──→  segments + formulas   │\n│  2. LLM translates all segments at once          │\n│  3. assemble_translated  ──→  final PDF          │\n└─────────────────────────────────────────────────┘\n```\n\nThe LLM sees every segment before translating — so terminology stays consistent, cross-page sentences flow naturally, and formula placeholders are preserved correctly.\n\n## Prerequisites\n\n[pdf2zh-next](https://github.com/funstory-ai/BabelDOC) must be installed separately:\n\n```bash\nuv tool install pdf2zh-next\n```\n\nVerify installation:\n\n```bash\npdf2zh_next --version\n```\n\n> You need [uv](https://docs.astral.sh/uv/) to install both pdf2zh-next and this server.\n\n## Installation\n\n### From PyPI (recommended)\n\n```bash\nuv tool install pdf2zh-next-mcp\n```\n\n### From GitHub\n\n```bash\nuv tool install git+https://github.com/JaeHyeon-KAIST/pdf2zh-next-mcp\n```\n\n### From source\n\n```bash\ngit clone https://github.com/JaeHyeon-KAIST/pdf2zh-next-mcp\ncd pdf2zh-next-mcp\nuv s…","publisher":null,"homepage":"https://github.com/JaeHyeon-KAIST/pdf2zh-next-mcp","repository":"https://github.com/JaeHyeon-KAIST/pdf2zh-next-mcp","version":"0.2.1","license":null,"protocols":["mcp"],"tags":["babeldoc","llm","mcp","pdf","pdf2zh","translation"],"pricing":null,"endpoints":[{"url":"pypi:pdf2zh-next-mcp","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":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["content","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":"pdf2zh-next-mcp","registry":"pypi","observedAt":"2026-10-22T17:24:57.313Z","publishedAt":"2026-03-15T21:29:47.226960Z","latestVersion":"0.2.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"pdf2zh-next-mcp","url":"https://pypi.org/project/pdf2zh-next-mcp/","firstSeenAt":"2026-09-10T09:25:47.658Z","fetchedAt":"2026-10-22T17:23:15.944Z","normalizedAt":"2026-10-22T17:23:15.944Z"}]},"firstSeenAt":"2026-09-10T09:25:47.658Z","updatedAt":"2026-10-22T17:24:57.313Z"}