A tool for locating all usages and references of a symbol in a codebase

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A tool for locating all usages and references of a symbol in a codebase

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Why this server?
This server is an excellent fit because it explicitly mentions enabling AI assistants to 'understand and navigate codebases through structural analysis' and provides 'symbol search' and 'impact analysis' for various programming languages, directly addressing the user's need to locate symbol usages and references.
XRAY MCP
srijanshukla18
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security
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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.
Last updated -
3
7
Python
MIT License
Why this server?
This server is a strong match as it emphasizes 'symbolic operations (enabled by language servers)' and its ability to work effectively in 'large code bases,' which directly relates to finding and tracking symbols across a codebase.
Serena
oraios
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security
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license
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A fully featured coding agent that uses symbolic operations (enabled by language servers) and works well even in large code bases. Essentially a free to use alternative to Cursor and Windsurf Agents, Cline, Roo Code and others.
Last updated -
25
8,767
Python
MIT License
Why this server?
This server provides 'semantic understanding of C++ codebases' and allows AI to 'instantly find classes, functions, and their relationships,' making it highly relevant for locating symbol usages and references in C++ projects.
C++ MCP Server
kandrwmrtn
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security
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license
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An MCP server that provides semantic understanding of C++ codebases using libclang, allowing Claude to instantly find classes, functions, and their relationships without having to grep through thousands of files.
Last updated -
Python
MIT License
Why this server?
By bridging VSCode's 'Language Server Protocol' with MCP, this server provides AI assistants with 'code intelligence,' which is a core capability for symbol lookup, definition, and reference tracking in an IDE environment.
Token Saver MCP
jerry426
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security
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license
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Bridges VSCode's Language Server Protocol with MCP to give AI assistants instant access to code intelligence, delivering 100-1000x faster responses with 90% fewer tokens than traditional text-based searching. Provides 17 production-ready tools for navigation, refactoring, diagnostics, and code analysis.
Last updated -
3
TypeScript
MIT License
Why this server?
This server directly supports 'analyzing project structures' and 'searching through codebases,' which are fundamental operations for locating symbols and their usages within a large code repository.
Project Explorer MCP Server
MausRundung362
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security
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license
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quality
Provides tools for analyzing project structures, searching through codebases, managing dependencies, and performing file operations with advanced filtering capabilities.
Last updated -
6
565
1
TypeScript
MIT License
Why this server?
This server explicitly mentions its capability to 'scan codebases to extract structural information (classes, functions, etc.),' which is precisely what's needed to identify and locate symbols.
Code Scanner Server
Ixe1
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security
A
license
A
quality
An MCP server that scans codebases to extract structural information (classes, functions, etc.) with flexible filtering options and outputs in LLM-friendly formats.
Last updated -
1
3
JavaScript
GPL 3.0
Why this server?
This server enables AI agents to 'retrieve and understand entire codebases at once,' implying comprehensive capabilities for analyzing code structures and locating symbols within both local and remote repositories.
Codebase MCP
DeDeveloper23
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security
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license
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quality
A 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 -
3
50
TypeScript
MIT License
Why this server?
With its focus on 'codebase understanding capabilities' and the ability to 'analyze project structure and search codebases,' this server is highly relevant for navigating and locating symbols programmatically.
Nia Codebase MCP
nozomio-labs
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security
A
license
A
quality
An MCP server that allows integration with Nia's codebase understanding capabilities through function calling in tools like Cursor and Claude Desktop, enabling users to analyze project structure and search codebases via natural language queries.
Last updated -
1
3
5
JavaScript
MIT License
Why this server?
This server is suitable because it enables 'semantic code search across codebases,' indicating an advanced capability to understand code meaning and find related usages beyond simple keyword matching.
Qdrant MCP Server
steiner385
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security
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license
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Enables semantic code search across codebases using Qdrant vector database and OpenAI embeddings, allowing users to find code by meaning rather than just keywords through natural language queries.
Last updated -
Python
MIT License
Why this server?
This server offers 'semantic code search' and 'advanced code understanding for large codebases,' which directly aligns with the user's need to comprehensively locate and analyze symbol usages and references.
MCP Code Analysis Server
johannhartmann
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security
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license
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An intelligent server that provides semantic code search, domain-driven analysis, and advanced code understanding for large codebases using LLMs and vector embeddings.
Last updated -
3
Python
MIT License