AI Prompts Finder
A

AI Prompts Finder

An AI prompt management service based on TypeScript, adopting the MCP protocol and pnpm monorepo architecture.
2.5 points
5.8K

What is Instructa AI - MCP Prompts API?

Instructa AI - MCP Prompts API is a toolset for managing and providing AI prompts. It enables efficient data interaction through the Model Context Protocol (MCP) and supports various application scenarios.

How to use Instructa AI - MCP Prompts API?

Users can quickly get started through simple installation and configuration steps, and use the command-line tool to start the development or production environment server.

Applicable scenarios

Suitable for application scenarios that require automated generation of high-quality AI prompts, such as content creation, customer service conversations, data analysis, etc.

Main features

MCP protocol support
Adopt the Model Context Protocol to ensure efficient and stable model context transfer.
Multi-language support
Support integration with multiple programming languages and frameworks to meet the needs of different developers.
Flexible configuration
Easily configure server running parameters, such as port, log level, etc., through environment variables.
Advantages
High-performance model context processing capability
Open source and free, with active community support
Limitations
There may be a slight delay on low-bandwidth networks
Advanced features require a certain technical level

How to use

Clone the repository
Use Git to clone the project to your local machine.
Install dependencies
Use pnpm to install the required dependency packages for the project.
Configure environment variables
Copy the default configuration file and modify it as needed.
Start the service
Run the development or production mode command.

Usage examples

Content generation example
Use the MCP Prompts API to generate a news summary.
Customer service conversation optimization
Provide a more intelligent response strategy for customer service robots.

Frequently Asked Questions

How to start using Instructa AI - MCP Prompts API?
Does it support custom prompts?

Related resources

Official documentation
Detailed API documentation and tutorials.
GitHub code repository
Source code and contribution guidelines.
X/Twitter
Official social media account.

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
8.7K
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
8.2K
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
14.0K
5 points
M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
12.9K
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
10.7K
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
10.0K
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
11.8K
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
28.6K
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
53.8K
4.3 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
17.5K
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#
23.2K
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
51.3K
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
18.2K
4.5 points
C
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
76.3K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase