Mcpruby
VectorMCP is a Ruby library for implementing the server-side functions of the Model Context Protocol (MCP), enabling large language models (LLMs) to discover and interact with external tools, resources, and prompt templates.
2 points
8.0K

What is VectorMCP?

VectorMCP is a tool that helps developers build MCP servers. It allows you to define and register custom tools, data sources, and preset prompt templates, enabling large language models (LLMs) to discover and call these functions.

How to use VectorMCP?

Through simple installation and configuration, you can quickly start an MCP server. You can register tools, resources, and prompt templates with just a few lines of code and run the server.

Applicable Scenarios

VectorMCP is suitable for application scenarios that require collaboration with LLMs, such as automated tasks, data analysis, and customized model training.

Main Features

Tool Registration
Allows you to define and register custom tools that can be called by LLMs.
Resource Exposure
Through VectorMCP, you can expose files, database results, or other data sources for LLMs to access.
Prompt Template
Provides predefined prompt templates to facilitate LLMs to generate high-quality content.
Multiple Transport Modes
Supports two transport modes, Stdio and SSE, to meet the needs of different scenarios.
Advantages
Easy to integrate into existing Ruby applications
Supports multiple transport protocols, with strong adaptability
Rich error handling mechanism
Limitations
Has a certain dependence on the Ruby environment
Requires a certain programming foundation to fully发挥 its potential

How to Use

Install VectorMCP
Add `gem 'vector_mcp'` to your Gemfile and execute `bundle install`.
Create an MCP Server
Use the `VectorMCP.new_server` method to create a new MCP server instance.
Register Tools
Use the `register_tool` method to define and register custom tools.

Usage Examples

Simple Echo Tool
Create a simple Echo tool to return the input message.
Calculation Tool
Create a calculation tool for addition operations.

Frequently Asked Questions

Does VectorMCP support other programming languages?
How to stop the MCP server?

Related Resources

VectorMCP Official Documentation
The official GitHub repository, containing complete documentation and sample code.
Model Context Protocol (MCP) Specification
The official website of the MCP specification.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

A
Acemcp
Acemcp is an MCP server for codebase indexing and semantic search, supporting automatic incremental indexing, multi-encoding file processing, .gitignore integration, and a Web management interface, helping developers quickly search for and understand code context.
Python
8.4K
5 points
B
Blueprint MCP
Blueprint MCP is a chart generation tool based on the Arcade ecosystem. It uses technologies such as Nano Banana Pro to automatically generate visual charts such as architecture diagrams and flowcharts by analyzing codebases and system architectures, helping developers understand complex systems.
Python
6.5K
4 points
M
MCP Agent Mail
MCP Agent Mail is a mail - based coordination layer designed for AI programming agents, providing identity management, message sending and receiving, file reservation, and search functions, supporting asynchronous collaboration and conflict avoidance among multiple agents.
Python
8.4K
5 points
K
Klavis
Klavis AI is an open-source project that provides a simple and easy-to-use MCP (Model Context Protocol) service on Slack, Discord, and Web platforms. It includes various functions such as report generation, YouTube tools, and document conversion, supporting non-technical users and developers to use AI workflows.
TypeScript
12.5K
5 points
M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
11.7K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
10.6K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
9.9K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
11.5K
5 points
N
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
17.5K
4.5 points
M
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
28.1K
5 points
G
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
18.2K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
54.1K
4.3 points
U
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#
22.7K
5 points
F
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
50.4K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
18.1K
4.5 points
M
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
35.9K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase