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knowledge-graph - Semantic code discovery using knowledge graph

Access GitLab Knowledge Graph for semantic code discovery, structure indexing, and relationship analysis

Tags

Updated: 2026-03-19

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • search codebase
  • find symbol references
  • get code structure
  • find dependencies
  • find code path
  • get code neighbors
  • get graph stats

Inputs

  • search query
  • symbol name
  • repository name
  • file path
  • node ID
  • source ID
  • target ID

Outputs

  • code entities
  • symbol references
  • file structure
  • dependencies
  • code path
  • code neighbors
  • graph statistics

Requirements

  • MCP server on port 9005
  • GitLab Knowledge Graph access

Source

  • Spec: SKILL.md

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code analysis
knowledge graph
semantic search
code navigation
dependencies
GitLab
search codebase
find symbol references
get code structure
find dependencies
search query
symbol name
repository name
code entities
symbol references
file structure