Vale MCP Server
This project is a collaborative development project of Vale-MCP, mainly used for text verification and writing assistance, and adopts the MIT open-source license.
rating : 2.5 points
downloads : 2.9K
What is Vale-MCP?
Vale-MCP is a server based on the Model Context Protocol (MCP) that integrates the functions of the Vale writing assistant. Through this server, AI assistants (such as Claude, ChatGPT, etc.) can access Vale's writing style checking and grammar correction functions, helping users get real-time feedback and suggestions during the writing process and improving the professionalism and readability of documents.How to use Vale-MCP?
Vale-MCP runs as an MCP server and needs to be used in conjunction with an AI assistant client that supports the MCP protocol. Users send text content through the AI assistant, and the server will call the Vale engine for analysis and return feedback such as writing suggestions, style improvements, and grammar corrections.Applicable scenarios
Vale-MCP is particularly suitable for scenarios that require high-quality document writing, including technical document writing, academic paper writing, business report production, content creation, etc. It can help non-professional writers improve document quality, ensure consistent writing style, and avoid common grammar errors.Main features
Writing style checking
Analyze the writing style of the text and provide improvement suggestions to ensure the document style is consistent and professional
Grammar and spelling correction
Detect and correct grammar errors, spelling errors, and punctuation problems in the text
Real-time feedback
Provide real-time writing feedback through the MCP protocol, and users can get improvement suggestions immediately during the writing process
AI assistant integration
Seamlessly integrate with various AI assistants to expand the writing assistance capabilities of AI assistants
Advantages
Improve document quality: Help users write more professional and readable documents
Real-time feedback: Provide immediate suggestions during the writing process to improve writing efficiency
Easy to integrate: Integrate with various AI assistants through the standard MCP protocol
Open-source project: Based on the MIT license and developed by the community
Limitations
Dependent on the Vale engine: The functions are limited by the capabilities of the Vale writing assistant
Requires an MCP client: Must be used in conjunction with an AI assistant that supports MCP
Language support: Mainly supports English, and the functions for other languages may be limited
How to use
Installation and configuration
Install the Vale-MCP server according to the instructions in the GitHub repository and configure the MCP client connection
Start the server
Start the Vale-MCP server and ensure it listens on the correct port
Configure the AI assistant
Configure the Vale-MCP server connection in the AI assistant client that supports MCP
Start using
Send text through the AI assistant for writing check and get improvement suggestions
Usage examples
Technical document review
Developers use Vale-MCP to check the clarity and professionalism of API documents when writing them
Business report optimization
Business people use Vale-MCP to improve the professionalism of quarterly reports when writing them
Academic paper polishing
Researchers use Vale-MCP to ensure accurate and professional language expression when writing academic papers
Frequently asked questions
Which languages does Vale-MCP support?
Do I need programming knowledge to use it?
Is Vale-MCP free?
How to report problems or request new features?
What's the difference between Vale-MCP and other writing tools?
Related resources
GitHub repository
The source code and latest version of Vale-MCP
Model Context Protocol documentation
The official documentation and specifications of the MCP protocol
Vale writing assistant
The official website and documentation of the Vale writing assistant
MIT license
Details of the open-source license used by the project

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
28.6K
5 points

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
16.6K
4.5 points

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
17.6K
4.3 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
55.5K
4.3 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
52.5K
4.5 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
23.5K
5 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
36.7K
4.8 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
76.1K
4.7 points

