Developer Tools MCP Servers

Apple Notifier

Enables macOS native notifications, prompts, text-to-speech, screenshots, and file selection through MCP-compatible clients.

Jira Communication

Enables interaction with Jira instances, providing tools for querying, creating, editing, and deleting Jira tickets.

Media Processor

Processes media using a Node.js server that implements the Model Context Protocol (MCP).

iMessage

Enables sending iMessages and managing contacts through AppleScript via a Model Context Protocol (MCP) server.

Structured Thinking

Enables LLMs to programmatically construct mind maps while enforcing metacognitive self-reflection.

FFmpeg Helper

Provides FFmpeg capabilities to AI assistants via the Model Context Protocol (MCP) for video processing tasks.

Pytaiga

Integrates Taiga project management with the Model Context Protocol (MCP), enabling AI-driven interaction.

Crawl4AI

Enables web scraping and crawling capabilities for Large Language Models.

Agentset

Enables developers to build intelligent, document-based Retrieval-Augmented Generation (RAG) applications.

Github Repo

Enables AI assistants to browse GitHub repositories, explore directories, and view file contents.

Chroma

Integrates ChromaDB with Cursor IDE to create a persistent, searchable knowledge hub for AI-assisted development.

MuseScore

Provides programmatic control over MuseScore, enabling external applications and AI assistants to manipulate musical scores.

Interactive Feedback

Enables a human-in-the-loop workflow for AI development tools by integrating direct user feedback and command execution.

Revit API Docs

Exposes Revit API documentation and related content to Large Language Models, curbing hallucinations and providing access to niche information.

JustCall

Enables AI models to integrate with JustCall APIs through function calling within Model Context Protocol clients like Claude Desktop.

Token Optimizer

Optimizes token usage for Claude Code and Claude Desktop through intelligent caching and Brotli compression, significantly reducing LLM context window costs.

ResoniteLink

Manages and interacts with Resonite VR worlds through a WebSocket protocol, offering both a server and CLI for programmatic control.

HexStrike AI Community Edition

Automate penetration testing, vulnerability discovery, and bug bounty workflows by bridging large language models with offensive security capabilities.

MarkView

Renders GitHub Flavored Markdown swiftly and natively on macOS with live preview, syntax highlighting, and linting.

IDAssist

Integrates IDA Pro's powerful analysis capabilities with large language models, serving as an MCP server plugin for LLM clients.