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"Exploring Gemini Services or Tools That Don’t Require an API Key" matching MCP servers:

  • Boring Gemini

    Boring206
    A
    license
    -
    quality
    C
    maintenance
    An autonomous AI development agent that enables full-stack coding, automated verification, RAG-powered code search, and quality assurance through MCP tools. Supports Gemini CLI, Claude Code CLI, with features like parallel verification, security scanning, and spec-driven development.
    5
    Apache 2.0

  • Gemini MCP Server

    neriousy
    A
    license
    B
    quality
    C
    maintenance
    Integrates Google's Gemini AI with Claude Code to provide advanced development assistance including code analysis, implementation planning, technical explanations, debugging support, and strategic development guidance.
    10
    118
    7
    MIT

  • Gemini Thinking MCP Server

    falahgs
    A
    license
    -
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server implementation for the Google Gemini language model. This server allows Claude Desktop users to access the powerful reasoning capabilities of Gemini-2.0-flash-thinking-exp-01-21 model.
    1
    MIT

  • Coding Tools MCP

    shelizi
    A
    license
    -
    quality
    B
    maintenance
    A Rust + Tauri 2 desktop application that turns local project folders into persistent MCP workspaces, enabling AI agents to read files, modify code, run commands and tests, check Git status, and maintain cross-conversation development context through historical checkpoints, with built-in WSS/FRP/Cloudflare tunnels and OAuth for connecting to ChatGPT.
    Apache 2.0

  • Coding Tools MCP

    xyTom
    A
    license
    -
    quality
    B
    maintenance
    Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabilities to understand, modify, run, and deliver real-world code repositories.
    825
    Apache 2.0

  • Jules API MCP

    GreyC
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that enables users to manage Google's Jules AI coding agent sessions directly from MCP-compatible clients. It supports creating sessions, approving execution plans, and interacting with session activity to streamline autonomous coding workflows.
    12
    MIT

  • ask-gemini-mcp

    Lykhoyda
    A
    license
    -
    quality
    A
    maintenance
    An MCP server for AI-to-AI collaboration via the Gemini CLI. Available on npm: ask-gemini-mcp. Works with Claude Code, Claude Desktop, Cursor, Warp, Copilot, and 40+ other MCP clients. Leverage Gemini's massive 1M+ token context window for large file and codebase analysis while your primary AI handles interaction and code editing.
    12
    MIT

  • api-dev-agent-mcp

    okarin25
    F
    license
    -
    quality
    C
    maintenance
    MCP server that automates the generation of production-grade async FastAPI services following Clean Architecture, with self-healing pytest-based verification and OpenAPI spec ingestion for rapid CRUD API development.

  • MCP Tools

    flesler
    A
    license
    A
    quality
    B
    maintenance
    A comprehensive MCP server providing tools for AI agents to interact with code, including reading symbols, importing modules, replacing text, and sending OS notifications.
    3
    80
    10
    MIT

  • pet-tools-mcp

    nschneir
    A
    license
    B
    quality
    A
    maintenance
    Enables AI agents to code and debug Commodore PET software using the VICE emulator, with CLI and MCP tools for session control, screen reading, memory manipulation, and testing.
    44
    1
    MIT