Developer Tools MCP Servers

Copilot Studio Template

Provides a foundational template for deploying Model Context Protocol (MCP) servers and integrating them with Microsoft Copilot Studio.

MeshAI

Enables Claude Code and other MCP-compatible tools to leverage multi-agent orchestration capabilities through a standalone Model Context Protocol server.

SQ

Manages sequential thinking sessions and thoughts through multiple interfaces.

Atlassian Bitbucket

Integrates Atlassian Bitbucket Server/Data Center with AI systems through a Model Context Protocol (MCP) server.

Mnemo

Provides a LangChain-powered memory system for AI assistants, offering advanced memory orchestration, flexible embeddings, and Retrieval-Augmented Generation (RAG) capabilities.

Server Test

Validates GitHub operation execution through a server integration.

NPM Dev Manager

Manages `npm run dev` processes by automating project detection, background execution, log monitoring, and port management for development environments.

Expert Registry

Facilitates high-performance expert discovery, registration, and context injection using vector and graph database integration for enhanced semantic search.

Playwright

Provides browser automation capabilities to large language models by leveraging Playwright's accessibility tree for web interaction.

DoWhy

Delivers rigorous, theoretically-grounded causal inference capabilities for Large Language Model agents.

Claude Command Server

Provides a server to execute commands, integrated with the Claude desktop application.

Spotify Claude

Provides a custom server implementation leveraging the MCP framework.

Astra

Establishes a Model Context Protocol server for streamlined interaction with DataStax Astra DB.

Shortcut

Integrates the Shortcut project management platform with AI-powered development environments and assistants via the Model Context Protocol (MCP).

Mb

Integrates various services with Claude and other LLMs using the Model Context Protocol.

Action Servers

Orchestrates real-world actions like file management, Python code execution, web scraping, and shell commands via lightweight Model Context Protocol servers.

Adapty Migration

Automates the migration of subscription business data from RevenueCat to Adapty.

7zOp

Provides a local server for programmatic control and automation of 7-Zip archive and file system operations.

Cline Email

Automates the setup and configuration of email notification capabilities for Cline.

Express Gateway

Provides an Express.js-wrapped MCP server, enabling AI tools like Cursor to access real-time weather data and server information.