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"AI Tools for Assisting Architectural Engineers with Engineering Tasks" matching MCP servers:
- Flicense-qualityBmaintenanceEnables AI clients to inspect backend systems through structured engineering tools including Git history, Winston logs, OpenAPI contracts, and sandboxed source code.1
- Alicense-qualityCmaintenanceEmpowers AI assistants with real-world capabilities including note management, Gmail integration, Google Calendar and Tasks management, and Git repository operations through the Model Context Protocol.12MIT
- Alicense-qualityCmaintenanceAggregates GitHub, GitLab, and Figma development tools via MCP, enabling file access, code search, and design inspection. Also supports executing standalone tasks with Claude Code or Codex CLI.25MIT
- Alicense-qualityCmaintenanceProvides AI coding assistants with tools to run git status, recent commits, tests, and linter on a real repository.25MIT
- Alicense-qualityCmaintenanceA read-only MCP server providing SQLite querying, port checking, and git diff summary tools for local development.MIT
- Flicense-qualityCmaintenanceA modular multi-server architecture providing development automation, JIRA management, and performance reporting for Claude Code. It features specialized tools for PR health analysis, code reviews, and generating comprehensive team and individual quarterly reports.
- Flicense-qualityCmaintenanceA Python framework that exposes developer tools through MCP, REST API, and CLI from a single shared registry, enabling AI assistants, HTTP clients, and terminal users to access the same tools.
- Flicense-qualityBmaintenanceA small MCP server for course experiments that provides tools to read recent commits from public GitHub repositories.
- FlicenseAqualityBmaintenanceA deterministic MCP server that reimplements ai-git-fish workflows (aicommit, aibranch, aipr) with Leantime integration, enabling Claude Code and Codex to perform git operations and manage tickets without an internal LLM.9
- FlicenseAqualityDmaintenanceEnables Claude to create, manage, and clean up git worktrees automatically, including dependency installation and GitHub PR creation.5
- FlicenseAqualityBmaintenanceMCP server integrating Google Search Console, Google Analytics 4, and GitHub, enabling AI clients to query search analytics, traffic data, and repository information.1

Changelog AI MCPofficial
Alicense-qualityAmaintenanceChangelog AI - MCP server providing AI-powered tools and automation by MEOK AI Labs11MIT- Alicense-qualityDmaintenanceAn MCP server that tracks AI prompts in Claude Code and automatically annotates git commits with the history of what was asked. It provides tools to query session summaries, retrieve uncommitted work, and manage AI provenance directly within Claude.AGPL 3.0
- Alicense-qualityAmaintenanceA free, local room where multiple MCP-compatible AI coding agents collaborate on one codebase — collisions prevented, human in command.58410MIT
- Alicense-qualityAmaintenanceEnables ChatGPT to inspect and edit local projects through a secure MCP interface, offering workspace management, file operations, git integration, and safe command execution.4MIT
- Alicense-qualityCmaintenanceEnables interactive GitHub pull-request review from Claude Code, with tools to fetch PRs, inspect files and repo structure, post review comments, and query a RAG index of the codebase.1MIT
- Alicense-qualityBmaintenanceSelf-hosted MCP coding server and unified local Control Center for ChatGPT web, enabling file editing, command execution, Git operations, and optional upstream MCP tools with conversation access controls.1MIT
- Alicense-qualityAmaintenanceA local MCP server that gives AI coding assistants read, write, search, and execute capabilities within a specified project directory. This Windows GUI build simplifies setup by eliminating manual Python, Node.js, or Docker installation.Apache 2.0
- Flicense-qualityBmaintenanceMCP server for AI DevTool workflow, exposing tools and resources for code review, repository chat, and repository operations.1