A tool for extracting code metadata and exposing it via MCP

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A tool for extracting code metadata and exposing it via MCP

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Why this server?
This server is explicitly designed to analyze and map complex codebases, providing continuous repository mapping capabilities directly through the MCP for easy access by LLMs.
RepoMap
pdavis68
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security
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A powerful tool designed to help, primarily LLMs, understand and navigate complex codebases. It functions both as a command-line application for on-demand analysis and as an MCP (Model Context Protocol) server, providing continuous repository mapping capabilities to other applications. By generating
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2
45
Apache 2.0
Why this server?
This server is highly relevant as it features 'function metadata extraction' and 'call graph generation' to help AI agents understand complex code structures, directly meeting the requirement to extract and expose metadata.
CodeFlow MCP Server
mrorigo
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security
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license
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Enables AI assistants to analyze codebases through semantic search, call graph generation, and function metadata extraction. Provides real-time code analysis with persistent vector storage for understanding complex code structures and relationships.
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1
Why this server?
This tool focuses on 'structural analysis', 'code mapping', and 'symbol search' across Python, JavaScript, TypeScript, and Go projects, which is essential for extracting and exposing code metadata.
XRAY MCP
srijanshukla18
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security
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license
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Enables AI assistants to understand and navigate codebases through structural analysis. Provides code mapping, symbol search, and impact analysis using ast-grep for accurate parsing of Python, JavaScript, TypeScript, and Go projects.
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3
36
MIT License
Why this server?
This server analyzes Python code structures and functionality, storing code elements in a vector database for semantic queries, ensuring metadata is extracted and readily available to the model.
Code Context MCP Server
fkesheh
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security
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license
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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.
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14
MIT License
Why this server?
This is an excellent fit as it specifically provides 'detailed type information' and a structured way to explore assemblies for .NET codebases, providing clear metadata exposure.
.NET Types Explorer MCP Server
V0v1kkk
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security
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license
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A Model Context Protocol (MCP) server that provides detailed type information from .NET projects for AI coding agents. The .NET Types Explorer MCP Server is a powerful tool designed to help AI coding agents understand and work with .NET codebases. It provides a structured way to explore assemblies,
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10
Apache 2.0
Why this server?
This server analyzes source code structure, extracting 'classes, functions, methods, and metadata' using tree-sitter across multiple languages, directly addressing the core request.
Scantool - File Scanner MCP
mariusei
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security
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license
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quality
Analyzes source code structure across multiple languages using tree-sitter, extracting classes, functions, methods, and metadata with precise line numbers for efficient codebase exploration and AI-assisted development.
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MIT License
Why this server?
Designed for TypeScript, this server provides advanced code 'analysis capabilities', including diagnostics and module analysis, allowing LLMs to understand the structure and metadata of the code.
TypeScript MCP
mizchi
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security
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A specialized server that provides advanced TypeScript code manipulation and analysis capabilities, enabling refactoring, navigation, diagnostics, and module analysis through Claude.
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11
7,129
412
MIT License
Why this server?
This tool is designed to memorize 'key aspects of a codebase—logic, style, and standards' to provide context, which aligns with extracting and exposing relevant code metadata.
sourcesage
sarathsp06
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security
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license
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SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.
Last updated -
13
7
MIT License
Why this server?
This general-purpose server specializes in 'intelligent analysis of codebases' to help understand code patterns and architectural decisions, effectively acting as a metadata extractor and provider.
MCP Codebase Insight
tosin2013
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security
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license
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A 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
Why this server?
This server uses semantic search over code repositories to enable 'intelligent codebase exploration' and retrieve content, based on extracted code metadata exposed through RAG.
Codebase MCP Server
Ravenight13
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security
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Enables 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.
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