Project Management Servers

GitLab MCP Server provides robust integration with the GitLab API, enabling developers to interact with repositories, issues, merge requests, and project events through natural language commands via stdio and Server-Sent Events (SSE) transports.

Provides three sequential prompts that guide software development from high-level requirements through EARS format documentation and design specifications to final code generation, supporting a structured waterfall development workflow.

A drop-in memory upgrade for your coding agent

Provides a bridge for interacting with specif-ai services over stdio, focusing on secure API key management, error handling, and flexible deployment options.

Integrates with the Coroot observability platform to monitor applications in real-time, analyze logs and distributed traces, manage custom dashboards, configure Prometheus and alerting systems, and perform root cause analysis for comprehensive infrastructure troubleshooting.

Provides todo list management with markdown file storage, offering CRUD operations for listing, adding, updating, and deleting tasks with persistent UUID tracking and human-readable checkbox format.

Task management system that converts natural language into organized development tasks with dependency tracking, implementation guides, and verification criteria through structured reasoning phases.

Integrates with GitHub Projects V2 to enable direct management of project boards, issues, and field values through natural language commands without switching contexts.

Create and manage tasks in Todoist through natural language.

Provides structured workflow guidance for disciplined software engineering practices through four specialized methodologies (refactoring, feature creation, test writing, and test-driven development) with phase-specific validation, file operation safety rules, and session state tracking for systematic code development.

Integrates GitLab and Jira APIs to enable merge request reviews, pipeline management, issue tracking, and ticket operations with unified search capabilities and intelligent fuzzy matching for cross-platform project coordination.

Transforms development from idea to implementation through structured phases including goal collection, EARS format requirements gathering, technical design documentation, task planning, and systematic code execution with template-based guidance and organized specification documents.

S

Spec-Driven Development

Remote

Transforms development from idea to implementation through structured phases including goal collection, EARS format requirements gathering, technical design documentation, task planning, and systematic code execution with template-based guidance and organized specification documents.

Integrates with Plane's project management platform through 76 specialized tools for complete issue, project, module, cycle, label, state, comment, attachment, time tracking, custom property, sub-issue, and transfer operations with cursor-based pagination for efficient data handling.

Shortcut

Official

Integrates with Shortcut's project management platform to provide story management, epic and iteration operations, team workflows, objective tracking, and comprehensive search capabilities for development teams automating sprint planning and task management.

Integrates Jira for natural language querying and manipulation of project management data.

Integrates with Asana to enable task automation, project tracking, and team collaboration through the Asana API.

Provides a bridge to the Todoist task management platform, enabling advanced project and task management capabilities like creating tasks, organizing projects, managing deadlines, and team collaboration.

Integrates with Linear issue tracking to provide read-only access to issue details and comments without switching contexts.

Integrates with GitHub's API to enable repository operations, file management, issue tracking, and code search directly within conversations through flexible authentication and over 30 specialized tools.

Integrates with the Jira API to enable querying, creating, and modifying issues and projects, simplifying project tracking and management tasks.