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  • 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

  • Ripple-MCP

    0xYubo
    A
    license
    A
    quality
    A
    maintenance
    A field-level semantic change impact analysis MCP server for Claude Code, enabling natural language queries to find affected code when modifying fields, strings, or functions across multiple languages.
    6
    6
    MIT

  • code-intel-mcp

    dothinh115
    A
    license
    A
    quality
    C
    maintenance
    Enables efficient codebase exploration with tools to list exports, get file outlines, read targeted regions, and find references without loading entire files.
    4
    35
    1
    MIT

  • mcp-vibe-check

    webmoleai
    A
    license
    A
    quality
    D
    maintenance
    Assigns personality types to functions, rates variable name energy, and suggests aesthetic alternatives for code, providing an unscientific yet entertaining vibe assessment.
    1
    46
    1
    MIT

  • Phpactor MCP Server

    p4it-kft
    A
    license
    A
    quality
    C
    maintenance
    Provides project-wide semantic PHP refactoring tools (find references, rename classes/members, move class, class info) for AI assistants by wrapping Phpactor.
    6
    128
    ISC

  • 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-dep-tools

    rog0x
    A
    license
    A
    quality
    D
    maintenance
    MCP server providing dependency and package management tools for AI agents. Analyze licenses, find outdated packages, visualize dependency trees, estimate bundle sizes, and audit security vulnerabilities.
    5
    38
    MIT

  • my-design MCP Server

    Davont
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that enables AI to interact with the private 'my-design' React component library and design tokens for UI generation and technical support. It provides tools for component searching, API documentation retrieval, and migration guidance based on specific internal design specifications.
    6

  • t-rush-mcp

    DevDs1989
    A
    license
    A
    quality
    B
    maintenance
    Exposes technical debt management to AI coding assistants, enabling them to find, prioritize, and resolve TODO/FIXME/BUG comments across codebases via MCP tools.
    6
    54
    1
    MIT

  • mcp-code-indexer-react-ts

    Nishant-Chaudhary5338
    A
    license
    A
    quality
    A
    maintenance
    Indexes any TypeScript / React / Next.js repo into a queryable code graph and exposes 13 MCP tools — who-renders, who-calls, find-references, blast-radius, find-cycles, dead-code orphans, and local semantic search — so agents query structure instead of reading whole files. Built on ts-morph, so edges are resolved, not grepped.
    14
    1
    MIT

  • MCP Files

    OrionPotter
    A
    license
    A
    quality
    -
    maintenance
    Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere with tools for reading code blocks, searching/replacing text, and making precise line-based modifications.
    3
    11

  • rn-upgrade-helper-mcp

    tanmay-girdhar
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for React Native Upgrade Helper diffs. It fetches the same generated template diffs used by React Native Upgrade Helper, backed by react-native-community/rn-diff-purge, and exposes them as MCP tools that agents can call directly.
    5
    8
    MIT

  • MCPunk

    jurasofish
    A
    license
    A
    quality
    C
    maintenance
    Chat with your codebase through intelligent code searching without embeddings by breaking files into logical chunks, giving the LLM tools to search these chunks, and letting it find specific code needed to answer your questions.
    8
    56
    MIT

  • Search Tools MCP Server

    voxmenthe
    A
    license
    B
    quality
    D
    maintenance
    Enables intelligent code analysis and search across repositories using the CodeRank algorithm (inspired by PageRank) to identify critical modules, trace dependencies, find code hotspots, and perform context-aware keyword searches with importance-ranked results.
    21
    32
    Apache 2.0

  • 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

  • lsp-tools-mcp

    code-yeongyu
    A
    license
    -
    quality
    B
    maintenance
    Exposes Language Server Protocol (LSP) tools such as diagnostics, goto definition, find references, symbols, and rename as a stdio MCP server.
    6
    MIT