AI Optimization

# AI Optimization

I
Interact MCP
This project is an interactive feedback MCP server, aiming to optimize the workflow of AI assistants, reduce unnecessary tool calls by requesting user feedback, improve efficiency, and save resources.
Python
4.6K
2 points
M
MCP Allure Server
MCP-Allure is an MCP server that converts Allure test reports into an LLM-friendly format, aiming to optimize the analysis and processing of test reports by AI.
Python
8.2K
2.5 points
G
Gateway
CentralMind Gateway is a tool for quickly creating APIs or MCP services. It supports multiple database connections, automatically generates AI-optimized APIs, provides support for REST and MCP protocols, has PII protection, and offers multiple deployment options.
Go
6.9K
0 points
G
Gw150914 MCP Signal Search
A gravitational wave signal detection and optimization system based on the MCP protocol, focusing on the analysis of the GW150914 event and achieving efficient signal detection through AI intelligent exploration of the parameter space.
Python
0
2.5 points
M
MCP Summarization Functions
An intelligent text summarization MCP server designed for AI workflows, providing intelligent summarization functions for command output, file content, and directory structure, and optimizing the context window management of AI agents.
TypeScript
6.6K
2.5 points
O
Obsidian Semantic MCP
The Obsidian Semantic MCP Server is an AI - optimized knowledge management tool that integrates more than 20 functions through 5 semantic operations, providing intelligent workflow suggestions and context - aware editing functions. The project has been upgraded to a native Obsidian plugin, providing better performance.
TypeScript
6.6K
2.5 points
C
Context Engineering MCP
The Context Engineering MCP Platform is an AI context management and optimization platform that designs, manages, and optimizes the input information of AI models through a systematic approach, realizing the engineering of prompt engineering. The platform provides functions such as intelligent analysis engines, optimization algorithms, and template management, significantly improving AI response quality, reducing API costs, and supporting multimodal content processing.
Python
6.9K
2.5 points
M
MCP Screenshot Website Fast
A web page screenshot tool optimized for AI vision workflows, automatically splitting into 1072x1072 pixels to meet the processing requirements of the Claude Vision API
TypeScript
4.4K
2 points
E
Elfproxy Dynamic IP
The ElfProxy MCP server is a privacy-first infrastructure solution that combines dynamic IP rotation with AI-optimized network interaction, providing a global proxy IP pool and intelligent web content processing capabilities.
Java
7.7K
2.5 points
A
AI Humanizer
AI Humanize MCP Server is a powerful model context protocol server that focuses on optimizing AI-generated content into more natural and humanized text.
TypeScript
6.0K
2.5 points
M
Model Context Provider (mcp) Server O2k
The MCP Server is a lightweight system for managing contextual data of AI models to enhance the response capabilities of AI applications.
Python
7.0K
2 points
M
MCP Summarization Functions
An MCP server that provides intelligent text summarization functions for AI agents, optimizing context window management and improving AI work efficiency
TypeScript
5.8K
2.5 points
S
Summarization
An intelligent text summarization MCP server designed for AI workflows, providing intelligent summarization functions for command output, file content, and directory structure
TypeScript
7.4K
2.5 points

Featured MCP Services

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
16.6K
4.3 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
14.8K
4.5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
43.9K
4.3 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
23.5K
5 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#
19.2K
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
44.4K
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
30.2K
4.8 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
14.8K
4.5 points
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