Understanding Abstract Syntax Trees (AST)

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Understanding Abstract Syntax Trees (AST)

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Why this server?
This server directly states it "converts source code into AST🌲", making it a perfect fit for searching 'Abstract Syntax Tree'.
code-to-tree
micl2e2
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security
A
license
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quality
code-to-tree
Last updated -
38
MIT License
Why this server?
This server explicitly mentions "AST parsing + AI", indicating its direct relevance to Abstract Syntax Trees.
react-analyzer-mcp
azer
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security
F
license
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quality
* analyze your react projects locally * consistent output w/ AST parsing + AI * create markdown docs, llm.txt for your react code at once
Last updated -
45
Why this server?
This server is described as analyzing "Python codebases using AST", which directly matches the search query.
Python Codebase Analysis RAG System
shervinemp
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security
F
license
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quality
An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.
Last updated -
4
Why this server?
The server's description mentions "AST-based symbol renaming", confirming its use of Abstract Syntax Trees for code manipulation.
MCP ts-morph Refactoring Tools
SiroSuzume
A
security
A
license
A
quality
Provides TypeScript and JavaScript code refactoring operations using ts-morph, allowing AST-based symbol renaming, file/folder renaming, reference searching, and path alias removal when integrated with editor extensions like Cursor.
Last updated -
5
32
6
MIT License
Why this server?
This server uses 'tree-sitter', which is a popular parsing library often used to generate Abstract Syntax Trees for code analysis.
mcp-server-tree-sitter
wrale
A
security
A
license
A
quality
A Model Context Protocol (MCP) server that provides code analysis capabilities using tree-sitter, designed to give Claude intelligent access to codebases with appropriate context management.
Last updated -
26
145
MIT License
Why this server?
This server explicitly uses 'ast-grep' for structural analysis, directly implying the use of Abstract Syntax Trees.
XRAY MCP
srijanshukla18
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security
A
license
A
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 -
3
11
MIT License
Why this server?
This server provides 'JavaScript/TypeScript code analysis and transformation capabilities' using 'tree-hugger-js', a library that typically operates on Abstract Syntax Trees.
Tree-Hugger-JS MCP Server
qckfx
A
security
A
license
A
quality
Provides AI agents with powerful JavaScript/TypeScript code analysis and transformation capabilities using the tree-hugger-js library.
Last updated -
12
497
1
MIT License
Why this server?
This server focuses on 'semantic understanding of C++ codebases using libclang', a tool that builds Abstract Syntax Trees to represent C++ code.
C++ MCP Server
kandrwmrtn
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security
A
license
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quality
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 -
1
MIT License
Why this server?
This server analyzes 'code structure through function call graphs', which inherently involves parsing code into an Abstract Syntax Tree or a similar structural representation.
Nuanced MCP Server
mattmorgis
A
security
F
license
A
quality
An MCP server that enables LLMs to understand and analyze code structure through function call graphs, allowing AI assistants to explore relationships between functions and analyze dependencies in Python repositories.
Last updated -
6
12
Why this server?
This server provides 'intelligent analysis of codebases' and aims to 'understand code patterns' and 'architectural decisions', which typically relies on parsing code into Abstract Syntax Trees.
MCP Codebase Insight
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 -
8