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  • Vibe-Coder MCP Server

    MCP-Mirror
    F
    license
    Not graded
    quality
    Not graded
    maintenance
    Implements a structured development workflow for LLM-based coding with feature clarification, PRD generation, phased development, and task tracking. Guides LLMs through organized feature development from requirements gathering to completion with document storage and progress monitoring.
    30
  • Cerebras Code MCP Server by Cerebras

    Cerebras Code MCP Serverofficial

    Cerebras
    A
    license
    A
    quality
    D
    maintenance
    This MCP server is designed for planning with Claude Code, Cline, or Cursor and making changes with Cerebras to maximize speed and intelligence while avoiding API limits. It uses the Qwen 3 Coder model for high-quality code generation and can be embedded in IDEs.
    1
    51
    MIT

  • Delia

    zbrdc
    F
    license
    A
    quality
    Not graded
    maintenance
    Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) with automatic model selection, multi-backend support (Ollama, llama.cpp, Gemini), and parallel processing capabilities.
    9
    1

  • CoderSwap MCP Server

    njlnaet
    F
    license
    A
    quality
    Not graded
    maintenance
    Enables AI agents to autonomously create and manage topic-specific vector knowledge bases with end-to-end functionality including project creation, content ingestion from URLs, semantic search, and progress tracking. Provides a complete research workflow without exposing low-level APIs.
    8
    93

  • Code Executor MCP Server

    aberemia24
    A
    license
    Not graded
    quality
    D
    maintenance
    Universal MCP server for executing TypeScript and Python code with progressive disclosure, reducing token usage by 98% by enabling on-demand access to all other MCP tools through code execution rather than loading tool definitions directly.
    69
    130
    MIT

  • claude-code-telegrammer

    scitex-ai
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables Claude Code to act as an autonomous Telegram agent with tools for replying, reacting, editing messages, searching history, and handling attachments. Includes a TUI watchdog for unattended operation.
    1
    AGPL 3.0

  • Ask MCP

    SerPepe
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides access to multiple AI models (Grok, Gemini 2.5 Pro, Kimi, Qwen3 Coder, GLM-4.5) through OpenRouter, enabling users to query different specialized models for reasoning, coding, translation, and general tasks with automatic fallback to free variants.
    12
    MIT

  • codex-monitor

    naowalrahman
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that provides monitoring tools for Codex agents, allowing them to create and wait on conditions using commands, log files, file events, and custom probes, replacing polling loops with event-driven blocking.
    5
    264
    MIT

  • Codex DSH MCP

    sakurameishi
    A
    license
    A
    quality
    B
    maintenance
    Enables Codex to delegate routine repository exploration, implementation, refactors, tests, and fixes to DeepSeek Harness in isolated Git worktrees, returning compact results and patches for review while keeping the main workspace protected.
    5
    46
    MIT

  • Codex Octopus

    xiaolai
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that wraps the OpenAI Codex SDK to deploy multiple specialized AI agents with individual configurations for models, sandboxing, and behavior. It enables users to manage dedicated tools for tasks like code review and test writing through a customizable agent factory.
    2
    86
    17
    ISC