A tool for retrieving code examples from GitLab using semantic search MCP servers

"A tool for retrieving code examples from GitLab using semantic search" matching MCP servers:

• GitLab MCP for Code Review

  mehmetakinn

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  security

  A

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  quality

  An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.

  Last updated 8 months ago

  38

  MIT License

• Semantic Search MCP

  bborbe

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  security

  A

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  Enables semantic search over markdown files to find related notes by meaning rather than keywords, and automatically detect duplicate content before creating new notes.

  Last updated a day ago

  BSD 2-Clause "Simplified" License

• Semantic Search MCP Server

  mix0z

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  security

  F

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  quality

  Enables AI agents to perform semantic search over codebases by converting natural language queries into efficient search patterns like grep and ripgrep. It utilizes LLMs to verify relevance and find code snippets that traditional keyword-based searches might miss.

  Last updated a month ago

• Personal Semantic Search MCP

  Ethan2298

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  security

  F

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  quality

  Enables semantic search over local notes and documents using natural language queries. Supports multiple file types (Markdown, Python, HTML, JSON, CSV, text) with fast local embeddings and persistent ChromaDB vector storage.

  Last updated a month ago

• GitLab Code Review MCP

  lininn

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  security

  A

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  Enables AI assistants to review GitLab merge requests by fetching diffs, analyzing code changes, adding comments, and managing approvals through the GitLab API. Supports comprehensive merge request analysis and version comparison for automated code review workflows.

  Last updated 5 months ago

  1

  MIT License

• GitLab MCP Code Review

  ffpy

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  security

  A

  license

  A

  quality

  Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.

  Last updated 2 months ago

  12

  3

  MIT License