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"Definition and Meaning of the Word" matching MCP servers:

  • mcp-zen-of-languages

    Anselmoo
    A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants and developers to analyze code for language-specific best practices and idiomatic patterns across programming languages, CI automation, and configuration formats.
    16
    2
    MIT

  • codecalc

    The-40-Thieves
    A
    license
    B
    quality
    A
    maintenance
    An MCP server that lets AI models run code in 31 languages, evaluate symbolic math and logic problems, and measure complexity—exposed as 48 tools for execution, session management, translation, optimization, and more.
    48
    2
    Apache 2.0

  • Swarm Orchestrator

    Of-Arte
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that extends AI coding assistants with deterministic, algorithmic capabilities such as code analysis, fault localization, and formal verification, enabling an autonomous engineering team within the IDE.
    MIT

  • knot

    raultov
    A
    license
    A
    quality
    A
    maintenance
    Knot is a semantic and structural codebase indexer designed for AI coding agents and developers navigating large projects. It combines vector search and graph traversal to find code by meaning, analyze impact via reverse dependencies, and explore file architectures.
    5
    5
    MIT

  • 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

  • Smart Coding MCP

    omar-haris
    A
    license
    A
    quality
    D
    maintenance
    Provides intelligent semantic code search using local AI embeddings, enabling natural language queries to find relevant code by meaning rather than exact keywords. Indexes codebases in the background with smart project detection and privacy-first local processing.
    6
    36
    199
    MIT

  • mcp-server-zig

    sadopc
    A
    license
    A
    quality
    D
    maintenance
    Provides Zig language intelligence for Claude Code by wrapping ZLS (Zig Language Server) and exposing 8 tools for diagnostics, formatting, hover info, go-to-definition, references, completions, document symbols, and building.
    8
    8
    2
    MIT

  • mcp-lsp-v1

    beruang
    F
    license
    A
    quality
    B
    maintenance
    An MCP stdio server that wraps language servers to expose read-oriented code-intelligence tools (hover, definition, references, diagnostics, etc.) for coding agents, supporting TypeScript/JavaScript and Python.
    56
    1

  • better-code-review-graph

    n24q02m
    A
    license
    B
    quality
    A
    maintenance
    Knowledge graph for token-efficient code reviews. Builds a structural map of your codebase with Tree-sitter, tracks changes incrementally, and gives AI agents precise context via MCP tools. Features fixed multi-word search, qualified call resolution, dual-mode embedding (ONNX local + LiteLLM cloud), and output pagination.
    7
    64
    Apache 2.0

  • agda-mcp

    DreamLinuxer
    F
    license
    B
    quality
    D
    maintenance
    MCP server for Agda, providing type checking, go-to-definition, case splitting, auto proof search, and more directly from Claude Code or any MCP client.
    30
    2

  • mcp-ast-explorer

    LovRanRan
    A
    license
    D
    quality
    B
    maintenance
    Provides deterministic Python codebase symbol exploration using AST parsing, with tools for definition lookup, signatures, references, call chains, and class hierarchy queries.
    6
    MIT