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  • Backend Architect MCP Server

    jemhakdog
    F
    license
    B
    quality
    D
    maintenance
    A specialized toolchain that guides AI agents through a structured 'Atomic Development' workflow for building Python FastAPI and Supabase backends. It manages project scaffolding and enforces dependency-ordered generation of database models, API routes, and tests.
    9

  • Vibe-Coder MCP Server

    crazyrabbitLTC
    A
    license
    D
    quality
    D
    maintenance
    An MCP server that implements a structured workflow for LLM-based coding, guiding development through feature clarification, documentation generation, phased implementation, and progress tracking.
    10
    30
    18
    MIT

  • MCP Codebase Insight

    tosin2013
    A
    license
    Not graded
    quality
    D
    maintenance
    A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.
    12
    MIT

  • MCP AI POC

    drewtech
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides AI-powered development tools including code generation, refactoring, debugging, performance optimization, and test generation, along with smart prompts for code analysis and documentation, and a built-in knowledge base of coding best practices.
    MIT

  • agent-docs-mcp

    jbouder
    A
    license
    Not graded
    quality
    D
    maintenance
    MCP server that provides AI coding agents automatic access to AGENTS.md documentation from GitHub repositories, enabling understanding of codebase conventions and patterns.
    Apache 2.0

  • symbols-mcp-server

    baronsilver
    A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that exposes the Symbols/DOMQL v3 AI assistant capabilities to any MCP-compatible platform. Enables generating components, pages, projects, and more from natural language, as well as searching documentation and reviewing code.
    MIT

  • Coding Assistant Server

    AviOfLagos
    F
    license
    Not graded
    quality
    C
    maintenance
    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.
    15

  • repowise

    repowise-dev
    A
    license
    A
    quality
    A
    maintenance
    Provides AI coding agents with five intelligence layers (dependency graph, git history, documentation, architectural decisions, code health) via nine MCP tools, enabling deep codebase understanding and reducing exploration cost.
    11
    6,087
    AGPL 3.0

  • Spec-driven Development MCP

    kevinlin
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that enables AI-powered IDEs to implement a structured development workflow from requirements gathering to code implementation, guiding users through goal collection, requirements specification, design documentation, task planning, and execution.
    9
    15
    21
    MIT

  • Agent Collab MCP

    Nathan-Z01
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables multiple AI coding agents to collaborate on a project by coordinating tasks, file leases, and messages through a shared hub, preventing conflicts and enabling parallel development.
    MIT

  • uacos

    caotiensinh
    A
    license
    Not graded
    quality
    B
    maintenance
    Local-first code intelligence and safety layer for AI coding agents. MCP server exposes dependency graph, impact analysis, and AST-compressed repo context, backed by typed local memory, patch-scope safety gates, and git-independent transaction rollback.
    1
    MIT

  • showme

    dean0x
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables coding agents to open files and git diffs directly in VS Code, allowing users to review code changes without leaving their conversation.
    18
    1
    MIT