A
security-
licenseA
qualityA Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).
Last updated -
1
24
2
Apache 2.0
Matching MCP tools:
Matching MCP servers:
- MIT License
- Asecurity-licenseAqualityA 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.Last updated -354MIT License
- Asecurity-licenseAqualityMCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.Last updated -124
- -security-license-qualityEnables AI assistants to semantically search and understand code repositories using PostgreSQL with pgvector embeddings. Provides repository indexing, natural language code search, and development task management with git integration.Last updated -
- -security-license-qualityA Model Context Protocol server that analyzes application codebases with real-time file watching, providing AI assistants like Claude with deep insights into project structure, code patterns, and architecture.Last updated -MIT License
- -security-license-qualityHTTP-based server that provides semantic code search capabilities to IDEs through the Model Context Protocol, allowing efficient codebase exploration without repeated indexing.Last updated -2084
- -security-license-qualityA server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.Last updated -11
- -security-license-qualityA Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.
- Asecurity-licenseAqualityMCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources.Last updated -25MIT License
- -security-license-qualityEnables semantic search and retrieval of code files using embeddings stored in PostgreSQL. Supports intelligent codebase exploration through natural language queries, file listing, and content retrieval.Last updated -6
- -security-license-qualityEnables fast, token-efficient access to large documentation files in llms.txt format through semantic search. Solves token limit issues by searching first and retrieving only relevant sections instead of dumping entire documentation.Last updated -2MIT License
- -security-license-qualityA local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.Last updated -362MIT License
- Asecurity-licenseAqualityA server that helps discover and analyze websites implementing the llms.txt standard, allowing users to check if websites have llms.txt files and list known compliant websites.Last updated -2270
- -security-license-qualityAI-powered Jenkins pipeline intelligence platform with natural language interface. Provides comprehensive pipeline analysis, failure prediction, optimization suggestions, and automated Jenkinsfile reconstruction using Model Context Protocol (MCP) integration.
- -security-license-qualityAn 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 -33MIT License
- -security-license-qualityAllows 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 updated -2
- -security-license-qualityThis server enables interaction with Google's Video Intelligence API for advanced video analysis, auto-generated using AG2's MCP builder to provide a standardized multi-agent interface.Last updated -
- -security-license-qualityA Model Context Protocol server that provides semantic understanding of codebases using Qdrant vector database, enabling AI assistants to search files by purpose, discover relationships between files, analyze architecture, and identify refactoring opportunities.Last updated -
- -security-license-qualityAn MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.Last updated -
- Asecurity-licenseAqualityAllows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.Last updated -191MIT License
- Asecurity-licenseAqualityEnables 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 updated -2MIT License
- -security-license-qualityA Model Context Protocol server that enables LLMs to interact directly with MongoDB databases, allowing users to query collections, inspect schemas, and manage data through natural language.Last updated -109MIT License
- -security-license-qualityA Model Context Protocol server that enables LLMs to interact directly with MongoDB databases, allowing users to query collections, inspect schemas, and manage data through natural language.Last updated -1091MIT License
- -security-license-qualityA FastMCP server providing powerful code editing tools including precise file modifications with diff-based operations, file creation and reading with line numbers, and more tools for code editing workflows.Last updated -MIT License
- -security-license-qualityA Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases, allowing them to query collections, inspect schemas, and manage data seamlessly through natural language.
- -security-license-qualityA Cloudflare Worker that analyzes source code to provide comprehensive explanations including architecture diagrams, core functionality analysis, and component breakdowns across multiple programming languages.Last updated -6Apache 2.0
- AsecurityAlicenseAqualityConverts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.Last updated -32Apache 2.0
- Asecurity-licenseAqualityAn 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.Last updated -15267MIT License
- Asecurity-licenseAqualityEnables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.Last updated -5MIT License
- Asecurity-licenseAqualityThis 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, dynamicallyLast updated -72130MIT License
- Asecurity-licenseAqualityA Model Context Protocol server that converts Markdown content to HTML format.Last updated -13,3823MIT License