Skip to main content
Glama
72,221 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"Semantic Scholar" matching MCP servers:

  • semantic-code-mcp

    vrppaul
    F
    license
    A
    quality
    C
    maintenance
    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.
    3
    3

  • Seroost Search MCP Server

    Parado-xy
    F
    license
    A
    quality
    D
    maintenance
    Enables AI agents to perform semantic code search across entire codebases using natural language queries. Provides fast indexing and ranked search results with line numbers and file paths through the Seroost search engine.
    3
    14
    7

  • x402-codesearch-mcp

    liminalpepe
    A
    license
    A
    quality
    C
    maintenance
    Enables free indexing of repository files into a live semantic code search Worker via the index_code tool, while semantic search requires calling the paid x402-gated endpoint directly.
    1
    176
    MIT

  • semantic-code-mcp

    huawang1258
    A
    license
    A
    quality
    B
    maintenance
    A self-hosted semantic code retrieval MCP server that enables natural language queries to find relevant code snippets using Tree-sitter AST parsing, embedding, and hybrid search with reranking.
    1
    2
    MIT

  • Semantic Search MCP Server

    mix0z
    F
    license
    D
    quality
    D
    maintenance
    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.
    1

  • Codebase Intelligence MCP

    Saptak-cyber
    A
    license
    -
    quality
    D
    maintenance
    A production-grade MCP server providing advanced code intelligence capabilities such as semantic search, dependency analysis, and natural language Q&A across multiple programming languages.
    MIT

  • CodeGraph

    andysom25
    A
    license
    -
    quality
    B
    maintenance
    Supercharges AI coding agents with semantic code intelligence, providing pre-built knowledge graphs for surgical context, faster answers, and fewer tool calls.
    MIT

  • karst

    Moin105
    A
    license
    -
    quality
    A
    maintenance
    MCP server for local codebase analysis, enabling semantic code search, impact analysis, and pack-scoped retrieval with cited file:line results.
    Apache 2.0

  • codexlens

    catlog22
    A
    license
    -
    quality
    D
    maintenance
    Semantic code search engine for Claude Code with hybrid search combining vector, FTS, AST graph, and ripgrep regex, with RRF fusion and reranking.
    47
    MIT

  • CodeSense MCP

    attaelahi
    A
    license
    -
    quality
    D
    maintenance
    Provides semantic code intelligence to help users search, navigate, and analyze entire codebases using plain English. It enables Claude to perform architectural overviews, bug detection, and refactor suggestions through local semantic search and keyword indexing.
    MIT

  • codebaxing

    duysolo
    A
    license
    -
    quality
    F
    maintenance
    MCP server for semantic code search that indexes your codebase and allows AI editors to search using natural language queries.
    61
    53
    MIT

  • Zvec MCP Bridge

    ABIvan-Tech
    A
    license
    -
    quality
    B
    maintenance
    Indexes project source files into a local Zvec vector database and provides semantic search through MCP tools, enabling natural-language queries over code.
    9
    MIT

  • layergrep

    AlexVishnivetsky
    A
    license
    -
    quality
    B
    maintenance
    Enables semantic and literal code search across a codebase, returning results grouped by architectural layer and module, through an MCP interface.
    MIT