"Jetpack Compose MCP servers for generating screenshots from composable code" matching MCP servers:

• mcp-servers (Six production

  prathamesh-git9

  A

  license

  -

  quality

  B

  maintenance

  A workspace of six MCP servers—grounded-cv (hybrid RAG with citations), repo-intel (GitHub repo intelligence), web-research (safe web search/extraction), ats-jobs (unified ATS job boards), outcome-ledger (durable task ledger), and coding-workflows (code review & planning)—purpose-built for agentic hiring evaluations.

  Last updated 2026-08-03

  MIT

• mcp-dev-servers

  dagonet

  A

  license

  -

  quality

  C

  maintenance

  Provides 7 MCP servers with 95 tools for git, GitHub, .NET, Ollama, Rust, template sync, and Python, enabling natural-language commands to perform real development operations.

  Last updated 2026-07-19

  1

  MIT
• 

  Code-Fundi MCP Serverofficial

  Code-Fundi

  A

  license

  A

  quality

  A

  maintenance

  A production-grade MCP server for the Code-Fundi API, enabling AI agents to map codebases, search semantically, and analyze blast radius. It provides tools for repository management, AI-powered research, and impact analysis before shipping changes.

  Last updated 2026-07-29

  27

  183

  1

  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
• 

  @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

• Ubuntu MCP Servers

  lvoytek

  A

  license

  A

  quality

  C

  maintenance

  MCP servers for querying and submitting Ubuntu data via ubq, covering bugs, packages, versions, and merge requests with multiple authentication providers.

  Last updated 2026-06-04

  5

  1

  GPL 3.0

• 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 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

  9

  1,861

  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

  23

  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

• github-code-rag-mcp

  suyu-creator

  A

  license

  -

  quality

  B

  maintenance

  MCP server for GitHub code retrieval and reuse, using SQLite+FTS5 indexing and search history to enable search-first, requirements-refined code search from GitHub repositories.

  Last updated 2026-08-02

  1

  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 2026-08-03

  503

  Apache 2.0

• mcp-gerrit-code-review

  coveyjorjet

  A

  license

  -

  quality

  A

  maintenance

  MCP Server providing AI agents with tooling for Gerrit code review workflows via stdio transport.

  Last updated 2026-07-25

  22

  1

  MIT

• Code Context MCP Server

  fkesheh

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.

  Last updated 2025-11-13

  25

  MIT

• grippy-code-review

  Project-Navi

  A

  license

  -

  quality

  C

  maintenance

  Open-source AI code review MCP server for local git diff auditing with deterministic security rules and AI-powered analysis using any OpenAI-compatible model.

  Last updated 2026-06-29

  4

  MIT