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241,512 tools. Last updated 2026-06-27 16:19

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

  • 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 for papers on a topic using Semantic Scholar's citation-graph discovery. Matched papers are inserted into your news briefs.
    AGPL 3.0
  • Search WWDC video transcripts and code examples to find specific discussions, API mentions, or implementation examples. Filter by year, language, and search scope.
    MIT
  • Search Noir source code across cloned repos using regex patterns to find function implementations, code patterns, and examples in .nr files.
    MIT
  • Find Claude Code Skills by describing your task in natural language. Returns semantically matched results to help you discover relevant skills.
    MIT

Matching MCP Servers

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    A local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.
    Last updated
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Matching MCP Connectors

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

  • GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)

  • Search indexed source code skeletons using natural language queries to find matching methods, classes, and other code units ranked by semantic similarity.
    MIT
  • Resolves FHIR coded values (system and code) to OMOP standard concepts and CDM target tables, with semantic search fallback and optional recommendations.
    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
  • 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
  • Search the GitLab action catalog to find actions, schemas, and hints when IDs or parameters are unclear. Returns examples and flags for safe execution.
    MIT
  • Search code and documentation in the nRF Connect SDK repository using GitHub's search qualifiers to find specific files, samples, or configuration examples.
    MIT
  • Search within a specific legislation number using keyword Boolean operators or natural language semantic queries to find matching articles.
    MIT
  • Add a code-review comment to a specific line in a GitLab merge request diff. Provide the diff refs and target line to start a discussion on code changes.
    MIT
  • Add or remove semantic tags on thoughts for categorization and search. Tags like hypothesis, evidence, decision enable structured organization.
    MIT
  • Retrieve step-by-step instructions to connect the PinCushion browser extension to this MCP server, including configuration examples for Cursor, Claude Desktop, Claude Code, VS Code, Windsurf, and other agents.
    MIT