A
licenseA
qualityD
maintenanceA Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).
Last updated
1
03
Apache 2.0
59,960 servers. Last updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
com.spinorflip
com.borisinc
ai.smithery
io.github.WingedGuardian
"Best tools or methods for understanding a codebase" matching MCP servers:
- AlicenseCqualityDmaintenanceAn MCP server that analyzes local or remote GitHub repositories, providing intelligent code context and structure to AI coding assistants.Last updated1013MIT
- Alicense-qualityFmaintenanceAn open-source AI-powered development assistant that connects Claude Desktop to your codebase via MCP, enabling semantic code search, AI-assisted editing, and persistent memory without additional subscriptions.Last updated47Apache 2.0
- Alicense-qualityDmaintenanceAST-aware codebase indexing with semantic search, exposed as an MCP server. Enables semantic search and file context retrieval across your codebase using natural language queries.Last updated101MIT
- Flicense-qualityDmaintenanceProvides Python and FastAPI coding best practices with searchable guidelines, code review capabilities, and actionable improvement suggestions with examples across general coding, performance, and code quality categories.Last updated
- -license-qualityBmaintenanceEnables LLM agents to efficiently understand and navigate a codebase by providing semantic search over symbols and a reference graph, replacing expensive grep/glob calls with structured tools like definition lookup, caller/callee queries, and change-impact analysis.Last updated1
- AlicenseAqualityBmaintenanceProvides AI assistants with real-time visibility into your codebase's internal libraries, team patterns, naming conventions, and usage frequencies to generate code that matches your team's actual practices.Last updated1120953Elastic 2.0
- Alicense-qualityDmaintenanceGenerates comprehensive documentation (architecture overview, dependency graph, API surface, and README) for any codebase locally without external APIs.Last updated1MIT
- Alicense-qualityCmaintenanceProvides secure and efficient tools for codebase analysis, including file management, metadata retrieval, and dependency tree traversal. It allows LLMs to explore project structures and search for configuration files within a restricted root directory.Last updated163MIT
- Alicense-qualityAmaintenanceStatic codebase analysis as MCP tools — give AI coding agents a map of your repo instead of letting them burn half their tokens rediscovering it file by file.Last updated8MIT
- Alicense-qualityDmaintenanceA comprehensive MCP server that provides a graph database for tracking software codebase components, their relationships, and associated tasks/goals.Last updated1MIT
- Alicense-qualityDmaintenanceProvides comprehensive codebase analysis including project structure evaluation, cross-language duplicate detection, microservices validation, and configuration optimization with AI-powered pattern learning that generates actionable improvement reports.Last updatedMIT
- Alicense-qualityDmaintenanceEnables semantic code search across multiple repositories using AST-aware chunking and relationship tracking. Supports local LLM embeddings, real-time indexing, and cross-codebase dependency analysis through vector and graph databases.Last updated3MIT
- Alicense-qualityDmaintenanceA 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 updatedMIT
- Alicense-qualityDmaintenanceEnables codebase indexing and searching with symbolic and full-text search, supporting multiple programming languages, designed to work on any architecture including ARM64.Last updated8MIT
- Alicense-qualityDmaintenanceEnables 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 updatedMIT
- Alicense-qualityFmaintenanceEnables semantic search across your codebase using Google's Gemini embeddings and Qdrant Cloud vector storage. Supports 15+ programming languages with smart code chunking and real-time file change monitoring.Last updated1519MIT
- Alicense-qualityDmaintenanceEnables AI agents to chat with codebases by indexing local directories or GitHub repositories into a vector database for semantic search and code retrieval.Last updated15MIT
- Alicense-qualityCmaintenanceProvides a semantic understanding of your codebase by parsing with tree-sitter and building a graph of symbols and dependencies. Enables AI assistants to navigate code, analyze changes, and discover architecture using 18 tools with minimal context overhead.Last updated191MIT
- Alicense-qualityCmaintenanceMCP server for semantic codebase navigation that builds an AST index of symbols, imports, and exports, providing AI agents with tools to search, explore, and understand code.Last updatedMIT