J

Jessica

This project provides a set of development toolkits, including AI - assisted templates and utility scripts, to improve development efficiency and maintain code consistency.
2 points
14

What is the MCP server?

The MCP server is a protocol server specifically designed for AI model interaction. It standardizes the communication method between the model and the client, providing functions such as context management, request optimization, and result processing.

How to use the MCP server?

Through simple API calls or by using the provided SDK, developers can quickly integrate the MCP server into existing AI applications. The basic steps include installation, configuration, and API calls.

Use cases

Suitable for AI applications that need to manage complex model interactions, such as multi - turn dialogue systems, context - aware recommendation systems, and AI assistants that require long - term memory.

Main features

Context managementAutomatically maintain and manage the dialogue context, supporting long - and short - term memory mechanisms.
Request optimizationIntelligently optimize AI model requests to reduce unnecessary data transmission.
Multi - model routingAutomatically select the most suitable AI model for processing based on the request content.

Advantages and limitations

Advantages
Standardize the AI model interaction protocol and reduce the integration complexity
Improve the performance of AI applications and reduce request latency
Support multiple mainstream AI models and frameworks
Limitations
Require additional server resources for deployment
May add unnecessary complexity to simple AI applications
The learning curve may be steep for novice developers

How to use

Install the MCP server
Deploy the MCP server using Docker or a direct installation package.
Configure the environment
Set the necessary environment variables and configuration files.
Start the service
Start the MCP server and verify the running status.

Usage examples

Multi - turn dialogue systemBuild an AI assistant that can remember the dialogue history
Document summary generationGenerate a coherent document summary based on the context

Frequently Asked Questions

Which AI models does the MCP server support?
How to extend the functions of the MCP server?

Related resources

Official documentation
Complete documentation for using and developing the MCP server
GitHub repository
Open - source code and example projects
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
N
Notte Browser
Certified
Notte is an open-source full-stack network AI agent framework that provides browser sessions, automated LLM-driven agents, web page observation and operation, credential management, etc. It aims to transform the Internet into an agent-friendly environment and reduce the cognitive burden of LLMs by describing website structures in natural language.
670
4.5 points
S
Search1api
The Search1API MCP Server is a server based on the Model Context Protocol (MCP), providing search and crawling functions, and supporting multiple search services and tools.
TypeScript
355
4 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
845
4.3 points
B
Bing Search MCP
An MCP server for integrating Microsoft Bing Search API, supporting web page, news, and image search functions, providing network search capabilities for AI assistants.
Python
240
4 points
M
MCP Alchemy
Certified
MCP Alchemy is a tool that connects Claude Desktop to multiple databases, supporting SQL queries, database structure analysis, and data report generation.
Python
341
4.2 points
P
Postgresql MCP
A PostgreSQL database MCP service based on the FastMCP library, providing CRUD operations, schema inspection, and custom SQL query functions for specified tables.
Python
125
4 points
M
MCP Scan
MCP-Scan is a security scanning tool for MCP servers, used to detect common security vulnerabilities such as prompt injection, tool poisoning, and cross-domain escalation.
Python
632
5 points
A
Agentic Radar
Agentic Radar is a security scanning tool for analyzing and assessing agentic systems, helping developers, researchers, and security experts understand the workflows of agentic systems and identify potential vulnerabilities.
Python
569
5 points
Featured MCP Services
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
1.7K
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
108
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
160
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
845
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#
581
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
6.7K
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
768
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
297
4.5 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase