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
Code Analysis Developer Tools Hybrid
pdavis68
A
security
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license
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quality
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
Last updated 4 months ago
2
142
MIT
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
Code Analysis Developer Tools Autonomous Agents
mrorigo
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security
F
license
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quality
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.
Last updated 2 months ago
2
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
Code Analysis Developer Tools Remote
srijanshukla18
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security
A
license
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quality
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.
Last updated 4 months ago
4
47
MIT
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
Vector Databases Version Control Search
fkesheh
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security
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license
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quality
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.
Last updated 5 months ago
24
MIT
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
Developer Tools Code Analysis Documentation Access
V0v1kkk
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security
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license
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quality
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,
Last updated a month ago
24
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
Developer Tools Code Analysis Local
mariusei
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security
A
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.
Last updated 2 months ago
3
MIT
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
Code Execution Code Analysis Coding Agents
mizchi
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security
A
license
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quality
A specialized server that provides advanced TypeScript code manipulation and analysis capabilities, enabling refactoring, navigation, diagnostics, and module analysis through Claude.
Last updated 5 months ago
11
11,793
442
MIT
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
Knowledge & Memory Code Analysis
sarathsp06
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security
A
license
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quality
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 a year ago
13
7
MIT
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
Vector Databases Code Analysis Coding Agents
tosin2013
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security
F
license
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quality
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 5 months ago
11