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"Code intelligence tools for LLMs to understand codebase structure and locate functionality" matching MCP servers:
- AlicenseBqualityFmaintenanceA Model Context Protocol server that enables AI agents to retrieve and understand entire codebases at once, providing tools to analyze local workspaces or remote GitHub repositories.34083MIT
- Alicense-qualityDmaintenanceMCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources.24MIT
- Alicense-qualityBmaintenanceProvides a sandboxed Docker environment for executing Python code against API endpoints, exposing tools for discovery, inspection, execution, and reuse.10MIT
- Alicense-qualityDmaintenanceAn 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.45MIT
- AlicenseAqualityFmaintenanceA server that allows LLMs to run Claude Code with all permissions bypassed automatically, enabling code execution and file editing without permission interruptions.13771,316MIT
- AlicenseAqualityBmaintenanceAn MCP server that implements Claude Code-like functionality, allowing the AI to analyze codebases, modify files, execute commands, and manage projects through direct file system interactions.15304MIT
- AlicenseAqualityCmaintenanceMCP server for E2B code sandbox, enabling creation, management, and execution of code in secure sandboxes using Python and shell commands.41MIT
- AlicenseAqualityDmaintenanceAn MCP server that provides a persistent sandbox for AI coding agents to explore codebases server-side, returning only compact summaries to reduce context consumption.38MIT
- 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.12133MIT
- AlicenseAqualityCmaintenanceEnables Large Language Models to access and manipulate Autodesk Revit models through a pyRevit-based bridge and the Model Context Protocol.20161MIT
- AlicenseBqualityDmaintenanceA MCP server for managing and storing code snippets in various programming languages, allowing users to create, list, and delete snippets via a standardized interface.367MIT
- AlicenseBqualityDmaintenanceA Model Context Protocol server that helps large language models process code repositories by providing file tree generation, code merging, and code analysis capabilities.321MIT
- AlicenseCqualityCmaintenanceThis project aims to build a Claude Code MCP server and implement its associated tools (explain\_code, review\_code, fix\_code, edit\_code, test\_code, simulate\_command, your\_own\_query). The server is implemented using Node.js and the MCP SDK. It receives tool requests from clients via Stdio, dynamically73234MIT
- Alicense-qualityDmaintenanceProvides tools for AI-driven development workflows including file system operations, code analysis, code execution, web fetching, and search.Apache 2.0
- Alicense-qualityBmaintenanceAn MCP server to create secure code sandbox environment for executing code within Docker containers.326MIT
- Alicense-qualityBmaintenanceEmpower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabilities to understand, modify, run, and deliver real-world code repositories.749Apache 2.0
- Alicense-qualityBmaintenanceEnables Codex to offload expensive code reading, editing, and checking to a worker agent via Claude Code, supporting async jobs and long-running tasks.MIT
- Alicense-qualityFmaintenanceEnables AI assistants to interact with VS Code for language intelligence, debugging, and code execution.16MIT
- Alicense-qualityCmaintenanceEnable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.17513MIT