Chinese Text Tools MCP server
io.github.Cail726/chinese-text-tools·v1.0.3Claude Code 中文写作四合一工具箱：文本分析（字数/段落/阅读时间）、结构化大纲生成（论文/小说/商业计划书）、GB/T 7714 参考文献格式化、中文字频统计。纯本地运行。
0 stars48 downloads/wk
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Chinese Text Tools tools (4)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
analyze_text分析中文/英文混合文本。返回 editorWordCount（与番茄/作家助手对齐的字数）、段落数、平均段长、预估阅读时间。适用于小说章节、论文章节的快速评估。
count_frequency统计中文文本的字频分布。用于分析写作风格、检测重复用词、优化文本表达。默认返回前20个高频字。
format_gbt7714将文献信息格式化为 GB/T 7714-2015 标准引用格式（中文毕业论文通用格式）。支持期刊论文、图书、学位论文、专利、标准、在线资源、会议论文。
generate_outline根据主题生成结构化大纲。支持三种类型：paper（学术论文）、novel（小说）、business（商业计划书）。支持三级详细程度：brief（仅一级标题）、medium（二级）、detailed（三级）。
Public scan report
scanner v0.1.9 · 2026-09-25 · same rubric, same numbers if you re-run it
- Code scan3 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitylocal package, no credentials required12/15
- Maintenancelast push 70 days ago12/15
- Maintainer identityregistry namespace matches repository owner6/10
How Chinese Text Tools compares
Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 85/100
- higher than 70% of 48,255 servers
- Tools
- 4
- the typical server has 7
- Tools that change things
- 0%
- typical: 0%. Fewer write tools means less an agent can break
- Downloads a week
- 48
- more than 40% of 12,191 servers with a package
What its tools let an agent do: 3 read · 1 create
Install Chinese Text Tools in Claude Code, Cursor or VS Code
Runs npx -y chinese-text-tools on your machine. Read the scan report first; the gateway never runs local packages.
claude mcp add chinese-text-tools -- npx -y chinese-text-tools
What the publisher says
From the Chinese Text Tools repository's README, as published. We do not edit it. Read it on GitHub
MCP Registry
The MCP registry provides MCP clients with a list of MCP servers, like an app store for MCP servers.
📤 Publish my MCP server | ⚡️ Live API docs | 👀 Ecosystem vision | 📖 Full documentation
Development Status
2025-10-24 update: The Registry API has entered an API freeze (v0.1) 🎉. For the next month or more, the API will remain stable with no breaking changes, allowing integrators to confidently implement support. This freeze applies to v0.1 while development continues on v0. We'll use this period to validate the API in real-world integrations and gather feedback to shape v1 for general availability. Thank you to everyone for your contributions and patience—your involvement has been key to getting us here!
2025-09-08 update: The registry has launched in preview 🎉 (announcement blog post). While the system is now more stable, this is still a preview release and breaking changes or data resets may occur. A general availability (GA) release will follow later. We'd love your feedback in GitHub discussions or in the #registry-dev Discord (joining details here).
Registry Working Group:
- Tadas Antanavicius (PulseMCP) @tadasant
- Radoslav (Rado) Dimitrov (Stacklok) @rdimitrov
- Bob Dickinson (TeamSpark) @BobDickinson
- Preeti (Pree) Dewani (Ravenmail) @pree-dew
Contributing
We use multiple channels for collaboration - see modelcontextprotocol.io/community/communication.
Often (but not always) ideas flow through this pipeline:
- Discord - Real-time community discussions
- Discussions - Propose and discuss product/technical requirements
- Issues - Track well-scoped technical work
- Pull Requests - Contribute work towards issues
Quick start:
Pre-requisites
- Docker
- Go 1.24.x
- ko - Container image builder for Go (installation instructions)
- golangci-lint v2.4.0
Running the server
# Start full development environment
make dev-composeThis starts the registry at localhost:8080 with PostgreSQL. The database uses ephemeral storage and is reset each time you restart the containers, ensuring a clean state for development and testing.
Note: The registry uses ko to build container images. The make dev-compose command automatically builds the registry image with ko and loads it into your local Docker daemon before starting the services.
By default, the registry seeds from the production API with a filtered subset of servers (to keep startup fast). This ensures your local environment mirrors production behavior and all seed data passes validation. For offline development you can seed from a file without validation with MCPREGISTRYSEEDFROM=data/seed.json MCPREGISTRYENABLEREGISTRY_VALIDATION=false make dev-compose.
The setup can be configured with environment variables in docker-compose.yml - see .env.example for a reference.
Alternative: Running a pre-built Docker image
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Chinese Text Tools: common questions
- Is Chinese Text Tools MCP server safe?
- Yes, by our scan: it is graded A (85/100). Read the Chinese Text Tools safety report
- How do I install Chinese Text Tools?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Chinese Text Tools need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Chinese Text Tools maintained?
- The last commit was 110 days ago (2026-07-17). The latest release is v1.0.3.
- How does Chinese Text Tools compare with other MCP servers?
- safety score 85/100 (higher than 70% of 48,255 servers); tools 4 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.