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"How to run code using Claude Desktop" matching MCP servers:
- Alicense-qualityDmaintenanceMCP server providing code review, auto-fix, test running, linting, formatting, and refactor suggestions for Claude Code.Last updatedMIT
- AlicenseBqualityCmaintenanceEnables Claude to use Google Gemini as a secondary AI through MCP for large-scale codebase analysis and complex reasoning tasks. Supports both Gemini Flash and Pro models with specialized functions for general queries and comprehensive code analysis.Last updated4MIT
- AlicenseCqualityCmaintenanceEnables AI-powered automated testing, security scanning, code review, and maintenance tasks directly within Claude Code or desktop.Last updated123MIT
- FlicenseCqualityDmaintenanceEnables Claude Code to call Gemini models through an OpenAI-compatible API, providing tools for deep analysis, brainstorming, code review, and general queries using Gemini's capabilities.Last updated4
- AlicenseAqualityFmaintenanceAn MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a "second opinion" tool that works with any MCP client.Last updated11533MIT
- AlicenseAqualityBmaintenanceIntegrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.Last updated3Apache 2.0
- AlicenseAqualityBmaintenanceAn MCP server that provides dynamic codebase context to Claude Code through tools like hybrid search, recent changes, and symbol definitions, enhancing AI-assisted coding with local RAG.Last updated8MIT
- Alicense-qualityCmaintenanceA local, SQLite-backed code index for Claude Code, exposed over MCP, enabling targeted code retrieval without external APIs.Last updatedMIT
- Alicense-qualityCmaintenanceClaude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.Last updated2312,171MIT
- Alicense-qualityCmaintenanceProvides semantic code search and code insights via a knowledge graph, enabling AI to understand, navigate, and modify complex projects with deep dependency and architecture analysis.Last updatedMIT
- Alicense-qualityBmaintenanceA persistent memory MCP server for Claude Code that enables long-term recall across sessions via hybrid search, code intelligence, and tools for reading/writing memory.Last updated14MIT
- Flicense-qualityBmaintenanceLocal MCP servers that give Claude Code access to other tools mid-session.Last updated
- Flicense-qualityDmaintenanceEnables Claude to intelligently analyze and query codebases using knowledge graphs, supporting natural language code search, relationship discovery, and incremental updates.Last updated11
- -license-qualityBmaintenanceEnables querying cross-repo code dependencies, HTTP routes, database tables, and queues via an MCP server using Cypher queries.Last updated
- Flicense-qualityDmaintenanceAllows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.Last updated6
- AlicenseAqualityBmaintenanceMCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.Last updated746MIT
- AlicenseAqualityCmaintenanceEnables Claude Code to request independent code reviews and second opinions from other AI models (like Gemini, GPT-OSS) via the Antigravity CLI, directly from the chat.Last updated114MIT
- FlicenseAqualityDmaintenanceA local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.Last updated32
- AlicenseAqualityCmaintenanceAllows Claude Code to request an independent code review from Google Antigravity (Gemini, Claude, or GPT-OSS) via the Antigravity CLI, providing a second opinion on plans or diffs.Last updated1141MIT