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"Getting the Most Out of Jina Framework" matching MCP servers:

  • Swarm Orchestrator

    Of-Arte
    A
    license
    -
    quality
    D
    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.
    Last updated
    MIT

  • Telegram MCP Server

    archetyx
    A
    license
    A
    quality
    F
    maintenance
    Enables remote control of AI coding assistants (Claude Code/Codex) via Telegram, allowing you to manage long-running tasks, send commands, and receive notifications from anywhere. Supports unattended mode with smart polling for up to 7 days and multi-session management.
    Last updated
    8
    29
    MIT

  • par5-mcp

    mathematic-inc
    A
    license
    A
    quality
    C
    maintenance
    Enables parallel execution of shell commands and AI coding agents (Claude, Gemini, Codex) across lists of items like files or URLs, with batched processing and real-time streaming output for batch operations.
    Last updated
    8
    15
    6
    Apache 2.0

  • ast-editor

    kambleakash0
    A
    license
    A
    quality
    A
    maintenance
    A robust, language-agnostic Model Context Protocol (MCP) server that provides AI coding agents with the ability to edit files surgically via Abstract Syntax Trees (AST) instead of relying on token-heavy, brittle search-and-replace or diff operations.
    Last updated
    28
    7
    MIT

  • Agent MCP Gateway

    roddutra
    A
    license
    A
    quality
    C
    maintenance
    Provides per-Subagent MCP controls to any coding agent or client across all your MCPs and prevents context window waste. Loads only 3 tools instead of all your MCP Server's tool definitions. Agents discover tools on-demand, only when needed and only the servers and tools they are allowed.
    Last updated
    4
    41
    MIT

  • skills-master-mcp

    adarc8
    A
    license
    A
    quality
    D
    maintenance
    Connects AI coding agents to the SkillsMP marketplace, allowing users to search, read, and install over 8,000 community-made skills. It enables agents to gain new capabilities either through on-the-spot instruction or permanent installation without requiring an API key.
    Last updated
    5
    43
    8
    MIT

  • Think Tool MCP Server

    PhillipRt
    A
    license
    A
    quality
    D
    maintenance
    Official implementation of Anthropic's 'think' tool that provides Claude with a dedicated space for structured reasoning, improving performance by up to 54% on complex tasks requiring multi-step problem solving.
    Last updated
    1
    38
    126
    MIT

  • simplifier-mcp

    simplifier-ag
    A
    license
    A
    quality
    B
    maintenance
    An MCP (Model Context Protocol) server that enables integration with the Simplifier Low Code Platform. This server provides tools and capabilities for creating and managing Simplifier Connectors and BusinessObjects through the platform's REST API.
    Last updated
    17
    125
    5
    MIT

  • M8 Codex MCP

    lipeng9401222
    A
    license
    A
    quality
    D
    maintenance
    An AI-powered toolkit for the M8 mobile development framework that enables automated generation of Vue pages, low-code components, and mock data. It provides real-time code standard validation and a comprehensive UI component knowledge base to streamline development in AI editors.
    Last updated
    4
    103
    MIT

  • colab-mcp (enhanced fork)

    SebastianGilPinzon
    A
    license
    A
    quality
    A
    maintenance
    Enhanced fork of Google's Colab MCP, pre-registers all 7 notebook tools at startup (get_cells, add/run/update/delete/move_cell, add_text_cell), adds programmatic GPU control (T4/L4/A100) via OAuth, and fixes the "Disconnected from local server" issue with IPv4-only bind, PNA CORS headers, and stale-tab dedup. Works on Chrome, Edge, Windows, macOS, Linux.
    Last updated
    9
    8
    Apache 2.0

  • ralph-loop-mcp

    sheldonrobinson
    F
    license
    A
    quality
    C
    maintenance
    A cross-platform MCP server implementing the Ralph Loop iterative development technique where a worker model does the work and a reviewer model provides cross-model review until approval.
    Last updated
    10