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copyeditor
Python MCP server and agent-skill reference implementation for copyediting AI-written text with a separate polishing model and swappable per-language rules. It is Japanese-first, targets Gemini on Vertex AI in the reference deployment, supports protected terms, length-ratio controls, linting, OAuth-capable plugin flows for Claude/Codex, and explicit human meaning-confirmation before accepting rewrites. Public GitHub repository created September 16, 2026.
MCP unverified
Integration
| Transport | http |
| Auth | oauth |
| Endpoint | python -m copyeditor |
| Install | git clone https://github.com/taketetsu1982/copyeditor.git && cd copyeditor && docker build -t copyeditor:local . |
Use Cases
| 01 | Route AI-written Japanese or multilingual drafts to a configured polishing model while preserving protected terms and intended meaning |
| 02 | Use lint_text and polish_text through Claude or Codex plugin flows after configuring a real HTTPS MCP endpoint |
| 03 | Deploy a controlled internal copyediting server with OAuth allowlists, callback-log hygiene, and user approval before accepting candidates |
Tags
copyediting proofreading japanese vertex-ai gemini oauth writing-assistant python
Machine-readable: /api/servers.json
· JSON-LD schema embedded in <head>