"Guides and Tools for Converting Figma Designs to Code" matching MCP servers:

• Code Buddy

  Abhi-vish

  A

  license

  C

  quality

  D

  maintenance

  A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.

  Last updated 2025-12-08

  28

  7

  MIT

• mcp-dev-tools

  dan-0526

  A

  license

  -

  quality

  C

  maintenance

  Aggregates 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.

  Last updated 2026-06-23

  34

  MIT

• GitLab MCP for Code Review

  mehmetakinn

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.

  Last updated 2025-05-15

  45

  MIT

• MCP Tools

  dlightyupgrade

  F

  license

  -

  quality

  C

  maintenance

  A 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.

  Last updated 2025-08-09

• worktree-tools-mcp

  georgeasoto

  F

  license

  A

  quality

  D

  maintenance

  Enables Claude to create, manage, and clean up git worktrees automatically, including dependency installation and GitHub PR creation.

  Last updated 2025-10-30

  5
• 

  @shareworker/code-review-mcpofficial

  shareworker

  A

  license

  A

  quality

  C

  maintenance

  Deterministic code review MCP server that provides tools for file selection, rule matching, comment positioning, and reflection, ensuring stable review quality without LLM calls.

  Last updated 2026-07-18

  5

  630

  MIT

• code-review-mcp

  OldJii

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to review GitHub and GitLab pull requests and merge requests, supporting multiple transports and custom review rules.

  Last updated 2026-06-05

  7

  4

  MIT

• commit-to-pr-mcp

  vltansky

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that enables AI agents to retrieve detailed GitHub Pull Request information using git commit hashes, branch names, or PR numbers. It automatically detects repositories and extracts comprehensive PR data including descriptions, labels, and reviews via the GitHub CLI.

  Last updated 2025-11-30

  1

  11

  ISC

• Code Review MCP Server

  danielefavi

  A

  license

  B

  quality

  C

  maintenance

  Connects LLMs to GitHub and GitLab to analyze pull and merge requests for logic, security, and architectural alignment. It provides tools for fetching diffs, file contents, and project metadata, alongside guided prompts for professional code reviews.

  Last updated 2026-01-25

  10

  18

  ISC

• Code MCP Server

  agentics-ai

  A

  license

  C

  quality

  D

  maintenance

  An experimental MCP server that enables AI assistants to interact with VS Code workspaces through file operations, code execution, and Git management. It also provides tools for Docker integration, project scaffolding, and secure command execution using project-specific configurations.

  Last updated 2026-01-26

  76

  25

  3

  MIT

• Code Understanding MCP Server

  codingthefuturewithai

  A

  license

  C

  quality

  D

  maintenance

  An MCP server that analyzes local or remote GitHub repositories, providing intelligent code context and structure to AI coding assistants.

  Last updated 2025-12-23

  10

  13

  MIT

• Code Review MCP

  shadabbi

  -

  license

  C

  quality

  -

  maintenance

  Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diffs, running static analysis tools (ESLint, Prettier, TypeScript, Semgrep), executing tests, and generating detailed code review reports with inline comments.

  Last updated 2025-08-10

  6

  9

  2,110

  1

• code-mcp

  54yyyu

  A

  license

  -

  quality

  F

  maintenance

  Enables Claude AI to run terminal commands, perform file operations, and manage git in a project directory via the Model Context Protocol.

  Last updated 2025-03-21

  38

  MIT

• local-code-mcp

  JS190-prog

  A

  license

  -

  quality

  B

  maintenance

  Safe local MCP server for Windows to list, read, search, patch, backup, and verify code files in allowed folders, with Git integration and dry-run diffs.

  Last updated 2026-06-10

  1

  MIT

• code-review-mcp

  mawinnattapon

  A

  license

  -

  quality

  B

  maintenance

  An MCP server for automated code review of GitHub pull requests. It checks security, quality, and license issues, and provides tools to list, inspect, and review PRs.

  Last updated 2026-07-03

  4

  MIT

• code-dna-tracker

  sebachriss

  A

  license

  -

  quality

  B

  maintenance

  Tracks the complete lineage and DNA of every line of code, enabling impact analysis, bug risk prediction, and code archaeology through deterministic analysis of git history and AST.

  Last updated 2026-07-13

  MIT

• code-intel-mcp

  arunveersingh

  A

  license

  -

  quality

  C

  maintenance

  MCP server that gives AI agents deep code understanding across multiple git repositories, combining git lifecycle management, Zoekt-based trigram code search, and cross-repo dependency analysis.

  Last updated 2026-03-25

  MIT

• mcp-code-agent

  geethikakoya

  A

  license

  -

  quality

  D

  maintenance

  An AI-powered code review agent that leverages Model Context Protocol (MCP) and Claude to provide intelligent, context-aware code reviews.

  Last updated 2026-01-07

  MIT

• roam-code

  Cranot

  A

  license

  -

  quality

  A

  maintenance

  Provides local codebase intelligence as an MCP server, enabling AI agents to query dependencies, assess change impact, and produce tamper-evident change evidence packets.

  Last updated 2026-07-23

  500

  Apache 2.0

• mcp-dev-tools

  rishitudikeri3-rgb

  A

  license

  -

  quality

  C

  maintenance

  Provides AI coding assistants with tools to run git status, recent commits, tests, and linter on a real repository.

  Last updated 2026-07-08

  34

  MIT