Unleash MCP
U

Unleash MCP

An MCP service implementation that connects LLM applications with the Unleash feature flag system
2.5 points
7.0K

What is the Unleash MCP Server?

The Unleash MCP Server is a bridge that connects LLM (Large Language Model) applications with the Unleash feature flag system. This enables AI applications to easily check the status of feature flags, expose feature flag information to LLMs, and manage feature flags.

How to use the Unleash MCP Server?

To get started, make sure you have Node.js installed and an Unleash API key. Then configure your environment variables and run the server. You can communicate via HTTP or STDIO transport protocols.

Use cases

Suitable for applications that require dynamic control of feature flags, such as adjusting the behavior of functions based on user roles or the environment.

Main features

Check feature flag status
Allows applications to query in real-time whether a specific feature flag is enabled.
Expose feature flag information
Passes the status and metadata of feature flags to LLMs to facilitate their decision-making.
Create feature flags
Supports creating new feature flags via the API.
Update feature flags
Allows dynamic updating of the settings of existing feature flags.
List all projects
Provides an interface to view all defined Unleash projects.
Advantages
Great flexibility to enable or disable functions based on different conditions.
Easy to integrate into an existing Unleash environment.
Supports multiple transport protocols (HTTP/SSE/STDIO).
Open source and free to use.
Limitations
Requires a dependency on an Unleash server instance.
May require additional performance optimization for large-scale deployments.
Some advanced features may require custom development.

How to use

Install dependencies
Run npm install to install the required dependencies.
Configure environment variables
Set necessary environment variables such as UNLEASH_URL and UNLEASH_API_TOKEN.
Start the server
Run npm start to start the Unleash MCP Server.

Usage examples

Check a single feature flag
Verify whether a certain feature flag is enabled.
Batch check feature flags
Check the status of multiple feature flags at once.

Frequently Asked Questions

Which transport protocols does the Unleash MCP Server support?
How to create a new feature flag in the Unleash MCP Server?
Does the Unleash MCP Server support a multi-tenant environment?

Related resources

Unleash official documentation
Understand the core concepts and API of Unleash.
GitHub repository
Access the source code and contribution guidelines.
Video tutorial
Watch the quick-start video.

Installation

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

Alternatives

R
Rsdoctor
Rsdoctor is a build analysis tool specifically designed for the Rspack ecosystem, fully compatible with webpack. It provides visual build analysis, multi - dimensional performance diagnosis, and intelligent optimization suggestions to help developers improve build efficiency and engineering quality.
TypeScript
7.6K
5 points
N
Next Devtools MCP
The Next.js development tools MCP server provides Next.js development tools and utilities for AI programming assistants such as Claude and Cursor, including runtime diagnostics, development automation, and document access functions.
TypeScript
7.8K
5 points
T
Testkube
Testkube is a test orchestration and execution framework for cloud-native applications, providing a unified platform to define, run, and analyze tests. It supports existing testing tools and Kubernetes infrastructure.
Go
5.8K
5 points
M
MCP Windbg
An MCP server that integrates AI models with WinDbg/CDB for analyzing Windows crash dump files and remote debugging, supporting natural language interaction to execute debugging commands.
Python
8.0K
5 points
R
Runno
Runno is a collection of JavaScript toolkits for securely running code in multiple programming languages in environments such as browsers and Node.js. It achieves sandboxed execution through WebAssembly and WASI, supports languages such as Python, Ruby, JavaScript, SQLite, C/C++, and provides integration methods such as web components and MCP servers.
TypeScript
6.0K
5 points
P
Praisonai
PraisonAI is a production-ready multi-AI agent framework with self-reflection capabilities, designed to create AI agents to automate the solution of various problems from simple tasks to complex challenges. It simplifies the construction and management of multi-agent LLM systems by integrating PraisonAI agents, AG2, and CrewAI into a low-code solution, emphasizing simplicity, customization, and effective human-machine collaboration.
Python
6.7K
5 points
N
Netdata
Netdata is an open-source real-time infrastructure monitoring platform that provides second-level metric collection, visualization, machine learning-driven anomaly detection, and automated alerts. It can achieve full-stack monitoring without complex configuration.
Go
7.9K
5 points
M
MCP Server
The Mapbox MCP Server is a model context protocol server implemented in Node.js, providing AI applications with access to Mapbox geospatial APIs, including functions such as geocoding, point - of - interest search, route planning, isochrone analysis, and static map generation.
TypeScript
6.5K
4 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
18.4K
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
30.4K
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
21.9K
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
60.6K
4.3 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
56.9K
4.5 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#
27.1K
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
18.3K
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
84.2K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase