Developer Tools MCP Servers

Upbit

Enables interaction with the Upbit cryptocurrency exchange's API for market data, account management, and trading functionalities.

Cmcp

Interact with MCP servers via a command-line interface.

Unity

Enables MCP clients to perform a variety of Unity Editor actions, streamlining workflow and enhancing development.

GPT Image 1

Serves as a Model Context Protocol (MCP) server for generating and editing images using the OpenAI gpt-image-1 model.

Image Worker

Provides an MCP server for resizing, transforming, and optimizing images.

Cisco Support

Integrates various Cisco Support APIs into a Model Context Protocol server, offering comprehensive access to bug, case, and lifecycle information.

Music21

Performs comprehensive music analysis and generation using the music21 library, designed for robust production environments.

Aceternity UI

Provides a Model Context Protocol (MCP) server for seamless integration with the Aceternity UI component registry, enabling AI assistants and applications to programmatically search, discover, and install UI components.

Things

Integrates Things 3 task management data with AI platforms via an MCP server, supporting read and write operations for tasks, projects, areas, and tags.

Databricks AI Interface

Enables AI assistants to securely interact with Databricks workspaces by hosting Model Context Protocol (MCP) prompts and tools on Databricks Apps.

FedRAMP Docs

Exposes the official FedRAMP/docs repository through a Model Context Protocol (MCP) server, enabling queryable access with FRMR-aware tooling.

Vale

Integrates Vale prose linting into AI coding assistants to check files for style and grammar issues.

ToolsForMCPServer Extension

Enables the installation and access of ToolsForMCPServer as an extension within the Gemini CLI environment.

PixelLab

Empower AI coding assistants to generate pixel art characters, animations, and tilesets directly within coding environments.

SeeDream Image

Integrates AI image generation capabilities into AI agents like Cursor and Claude Code, enriching otherwise plain AI-generated content.

OpenTelemetry Instrumentation

Connects AI coding assistants with the OpenTelemetry ecosystem to deliver real-time documentation, examples, and instrumentation guidance.

Discord

Empowers AI assistants to fully administer Discord servers through a comprehensive set of operations.

Speclock

Enforces constraints and manages persistent memory for AI coding tools to ensure adherence to project rules.

Robotmem

Provides a persistent memory system for AI robots to learn from experience.

CleanSlice

Provides a Model Context Protocol (MCP) server, enabling AI coding agents to access CleanSlice architecture documentation for building applications according to defined conventions.