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522,293 tools. Updated 2026-09-06 12:44

"A server for finding code examples on GitLab using semantic search" matching MCP tools:

  • Search codebases using semantic, symbol, or regex modes to find relevant code and get compressed responses focused on the intended repository.
    MIT
  • Load a genome profile into the remote server using a unique code obtained from the upload command.
    MIT
  • Find specific video segments using semantic search across speech, on-screen text, and visuals. Returns timestamps and metadata for precise moment retrieval.
    MIT
  • Search Code-Fundi repositories with semantic search, grep over docs, or grep over code. Returns matching files with similarity scores, paths, and optional documentation.
    MIT
  • Search Noir source code across cloned repos using regex patterns to find function implementations, code patterns, and examples in .nr files.
    MIT
  • Search persistent memory using semantic similarity to retrieve relevant memories and related knowledge graph facts.
    MIT

Matching MCP Servers

Matching MCP Connectors

  • Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.

  • GitLab MCP — wraps the GitLab REST API v4 (BYO API key)

  • Find Claude Code Skills by describing your task in natural language. Returns semantically matched results to help you discover relevant skills.
    MIT
  • Resolve FHIR coded values to OMOP standard concepts and CDM target tables, including semantic search fallback for text-only input.
    MIT
  • Search MDK documentation using semantic queries, retrieve component schemas, property details, and examples.
    Apache 2.0
  • Search vectorized files in a group using semantic queries to find relevant content based on meaning rather than keywords.
    MIT
  • Check which optional features are installed and active configuration on this PDF server. Call before using semantic search, OCR, or column-aware extraction to avoid errors or silent fallbacks.
    MIT
  • Search project documentation and README files using semantic search to answer conceptual questions about how features work or system architecture.
    MIT
  • Find relevant code chunks by querying a vector database with semantic similarity. Returns confidence-labeled results for functional questions about code behavior.
    MIT
  • Search your locally downloaded arXiv papers for semantic matches using a free-text query or a paper ID to find similar research.
    Apache 2.0
  • Locate code by natural language meaning, combining semantic vector search with graph analysis to surface relevant files, signatures, and dependencies for initial codebase discovery.
    MIT
  • Search within a Presidential Circular (CB Genelgesi) using keyword or semantic query. Provide the official gazette date from prior search results.
    MIT
  • Search specific Turkish statutes' articles using keyword queries with Boolean operators or semantic AI search for natural language questions.
    MIT
  • Find functions and classes in a codebase by describing their purpose. Natural language queries return ranked code snippets with file locations and relevance scores.
    MIT