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  • Google Ads MCP Server

    bradenpan
    A
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    maintenance
    Enables comprehensive management of Google Ads accounts by allowing users to create campaigns, manage keywords, and generate performance reports through a context-aware interface. It features a three-layer architecture that integrates product knowledge and historical campaign data to support intelligent decision-making.

  • AWS Documentation MCP Server

    hosseinzahed
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    Enables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.
    3

  • MCP Titan

    henryhawke
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    This advanced memory server facilitates neural memory-based sequence learning and prediction, enhancing code generation and understanding through state maintenance and manifold optimization as inspired by Google Research's framework.
    10
    92
    MIT
  • adl-context-collector by ammons-datalabs

    adl-context-collectorofficial

    ammons-datalabs
    F
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    quality
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    MCP server providing persistent memory for LLMs via semantic search over captures, structured facts with temporal tracking, and document ingestion. Enables any MCP-compatible client to maintain a searchable knowledge base across sessions.

  • Synapse

    tomjrworks
    A
    license
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    quality
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    MCP server that connects any AI to your Obsidian vault. Save articles from your phone, search across notes, build a compounding knowledge base. 15 tools, three transport modes (stdio, HTTP, cloud), zero-install Google Drive OAuth onboarding.
    15
    12
    MIT

  • gemini-faf-mcp

    Wolfe-Jam
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    quality
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    maintenance
    Persistent project context for Google Gemini. 12 MCP tools for .faf Project DNA — auto-detect your stack, validate, score, and sync across CLAUDE.md, GEMINI.md, and AGENTS.md. Python/FastMCP. IANA-registered format (application/vnd.faf+yaml). 183 tests. One file, every AI platform.
    12
    2
    MIT

  • bovedia

    jmpdsevilla
    A
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    A
    quality
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    maintenance
    MCP server that gives Claude Code and other MCP clients persistent memory using plain Markdown notes stored on your disk and optionally synced to cloud storage (iCloud, OneDrive, Google Drive, Dropbox).
    36
    1
    MIT

  • ProjectContext

    asd-noor
    A
    license
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    quality
    D
    maintenance
    A high-performance MCP server providing long-term memory storage with semantic and keyword search, along with a structured agenda engine for task management.
    11
    GPL 3.0

  • Higress AI-Search MCP Server

    cr7258
    A
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    quality
    C
    maintenance
    A Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.
    1
    5
    Apache 2.0

  • Prism MCP

    dcostenco
    A
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    A
    quality
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    maintenance
    Production-ready MCP server with session memory, Brave Search, Vertex AI Discovery Engine, Google Gemini analysis, and sandboxed code-mode transforms.
    43
    1,835
    155
    Apache 2.0