Code Summarizer MCP

Alternatives to Code Summarizer MCP

• @lex-tools/codebase-context-dumper

  lex-tools

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  security

  A

  license

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  quality

  A Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).

  0

  JavaScript

  Apache 2.0

• MCP File Context Server

  bsmi021

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  security

  A

  license

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  A Model Context Protocol server that enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.

  5

  JavaScript

  MIT License

• Python MCP Server

  hesiod-au

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  security

  A

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  A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.

  2

  Python

  MIT License

• MCPunk

  jurasofish

  A

  security

  A

  license

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  quality

  Chat with your codebase through intelligent code searching without embeddings by breaking files into logical chunks, giving the LLM tools to search these chunks, and letting it find specific code needed to answer your questions.

  8

  22

  Python

  MIT License

• Salesforce CLI MCP Server

  codefriar

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  security

  F

  license

  A

  quality

  Exposes Salesforce CLI functionality to LLM tools like Claude Desktop, allowing AI agents to execute Salesforce commands, manage orgs, deploy code, and query data through natural language.

  5

  46

  17

  JavaScript

• MCP Toolbox

  ai-zerolab

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  security

  A

  license

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  A comprehensive toolkit that enhances LLM capabilities through the Model Context Protocol, allowing LLMs to interact with external services including command-line operations, file management, Figma integration, and audio processing.

  13

  Python

  Apache 2.0