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"3D content, models, or technology" matching MCP servers:

  • Magector

    krejcif
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    A
    quality
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    Technology-aware MCP server for Magento 2 and Adobe Commerce with intelligent indexing and search, enabling AI assistants to search, navigate, and understand codebases via semantic search and domain-specific pattern detection.
    47
    269
    20
    MIT

  • Mercury Spec Ops MCP Server

    n0zer0d4y
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    license
    A
    quality
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    maintenance
    Enables AI assistants to dynamically generate technology-specific prompts and modular templates for PRD, codebase analysis, and bug analysis through programmable tools, supporting 31 technology stacks and multiple analysis dimensions.
    6
    40
    4
    MIT

  • mcp-artisan

    0mandrock1
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    quality
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    maintenance
    Provides read-only, structurally safe introspection of a Laravel codebase, letting AI agents inspect routes, models, migrations, jobs, and config without risk of mutation or secret disclosure.
    8
    MIT

  • Git Code Review MCP

    AyoubTRD
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to perform code reviews by providing access to staged files, git diffs, and repository file content. It allows users to evaluate changes and context within any local git repository before committing or pushing.
    3
    9
    ISC

  • Joern MCP Server

    Lekssays
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to perform sophisticated static code analysis using Joern's Code Property Graph technology. Supports multi-language analysis, security vulnerability detection, and code quality assessment through isolated Docker environments.
    151
    GPL 3.0

  • Local LLM MCP Server

    georgepok
    A
    license
    Not graded
    quality
    B
    maintenance
    Bridges local LLMs running in LM Studio with MCP clients like Claude Desktop to perform reasoning and analysis tasks while keeping sensitive data private. It features a suite of tools for local code review, privacy scanning, and content transformation using auto-discovered local models.
    MIT

  • aifmt

    ericchansen
    A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that fixes, validates, and generates visual text content for AI coding assistants.
    MIT

  • rails-ai-context

    crisnahine
    A
    license
    Not graded
    quality
    A
    maintenance
    Provides AI coding agents with ground truth about a Rails app via 45 read-only tools covering schema, models, routes, controllers, views, jobs, and conventions, working over MCP or CLI and functioning even when the app cannot boot.
    153
    MIT

  • regex-le-mcp

    nolindnaidoo
    A
    license
    Not graded
    quality
    A
    maintenance
    Provides a tool to extract and validate regex patterns from text content, including flags, positions, and ReDoS risk assessment. Enables AI agents to identify potentially dangerous regular expressions in code or files without needing filesystem access.
    2
    MIT

  • Universal LSP MCP Server

    theUpsider
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables language models to access Language Server Protocol functionality across 13 programming languages with automatic detection and zero configuration.
    2,409
    2
    Apache 2.0

  • sourcegraph-mcp

    akbad
    A
    license
    Not graded
    quality
    D
    maintenance
    MCP server exposing Sourcegraph's AI-enhanced code search capabilities to coding agents, enabling advanced code search, repository discovery, and content fetching.
    MIT