code2prompt

Alternative MCP servers

• code-index-mcp

  johnhuang316

  -

  security

  F

  license

  -

  quality

  A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

  4

  Python

• Git Auto Commit MCP Server

  jatinsandilya

  A

  security

  A

  license

  A

  quality

  Analyzes git changes in repositories and generates conventional commit messages using OpenAI's GPT models, supporting both staged and unstaged changes with detailed summaries.

  1

  12

  11

  TypeScript

  MIT License

• mcp-server-code-assist

  abhishekbhakat

  Verified

  A

  security

  A

  license

  A

  quality

  A Model Context Protocol server that provides tools for code modification and generation via Large Language Models, allowing users to create, modify, rewrite, and delete files using structured XML instructions.

  12

  Python

  MIT License

• MCP-Ragdocs

  qpd-v

  -

  security

  A

  license

  -

  quality

  A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.

  14

  74

  JavaScript

  Apache 2.0

• mcp-git-ingest

  adhikasp

  -

  security

  A

  license

  -

  quality

  Helps AI read GitHub repository structure and important files. Want to quickly understand what a repo is about? Prompt it with "read https://github.com/adhikasp/mcp-git-ingest and determine how the code technically works".

  2

  60

  Python

  MIT License