"How to execute custom code in a Linux Docker container" matching MCP servers:

• mcp-all-in-one

  quanlh30504

  A

  license

  B

  quality

  B

  maintenance

  A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL, GitHub) with unified permission, security, and auditing, enabling secure data access and tool execution.

  Last updated 2026-06-24

  4

  75

  Apache 2.0

• Custom GitLab MCP Server

  Din-djarin2

  F

  license

  -

  quality

  D

  maintenance

  Provides integration with GitLab repositories to manage files, issues, merge requests, and branches through the Model Context Protocol. This implementation includes specific fixes for schema validation issues found in standard GitLab MCP servers.

  Last updated 2025-03-07

• 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 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

  45

  3

  MIT

• 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

• 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 2026-07-28

  500

  Apache 2.0

• Feather Code MCP Server

  Aakash-a18

  -

  license

  -

  quality

  -

  maintenance

  A GitHub integration for Claude Desktop that provides access to GitHub features directly from Claude, offering 15 powerful tools for repository management, issues, pull requests, and code operations.

  Last updated 2025-07-07

  1

• Code Review MCP Server

  crazyrabbitLTC

  F

  license

  A

  quality

  F

  maintenance

  Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.

  Last updated 2025-03-24

  2

  34
• 

  @shareworker/code-review-mcpofficial

  shareworker

  A

  license

  A

  quality

  B

  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

  631

  1

  MIT

• GitLab MCP Code Review

  ffpy

  A

  license

  A

  quality

  D

  maintenance

  Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.

  Last updated 2025-12-03

  12

  4

  MIT

• 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

  23

  ISC

• Personal Code Skills MCP

  lfdantoni

  A

  license

  B

  quality

  D

  maintenance

  Provides AI assistants with access to personal best practice skills and coding guidelines stored as markdown files in a GitHub repository, enabling retrieval and listing of custom development standards.

  Last updated 2026-01-11

  2

  5

  1

  ISC

• AI Code Review MCP Server

  namph-kozocom

  A

  license

  B

  quality

  D

  maintenance

  Integrates GitHub repository management and local file system access to enable AI agents to perform code reviews and manage pull requests. It provides tools for listing repositories, retrieving PR diffs, and searching or reading files within a specified workspace.

  Last updated 2026-01-26

  7

  44

  MIT