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"Understanding Context Memory in Chat Systems" matching MCP servers:

  • Amazon All-in-One Scrape MCP by pangolinfo

    Amazon All-in-One Scrape MCPofficial

    pangolinfo
    A
    license
    A
    quality
    A
    maintenance
    Real-time Amazon Sponsored Products (SP) ad placements, keyword tracking, and comprehensive review data for AI Agents. Enables LLMs to autonomously conduct competitor ad audits, consumer sentiment analysis (VOC), and product optimization.
    Last updated
    19
    5
    MIT

  • xiaoflow mcp server

    xiaoq-in
    A
    license
    A
    quality
    A
    maintenance
    Free keyword research with live search volume, CPC, competition and 12-month trends.
    Last updated
    5
    11
    573
    MIT

  • seo-mcp

    patchwindow
    A
    license
    A
    quality
    B
    maintenance
    MCP server that gives AI assistants live access to Google Search Console and Bing Webmaster Tools for search performance, indexing, keyword research, and crawl health analysis directly in the chat.
    Last updated
    10
    6
    MIT

  • Quick Design

    rishapgandhi
    A
    license
    -
    quality
    A
    maintenance
    An MCP server that generates professional design artifacts (HTML, PDF, PPTX) in seconds, powered by 150 design systems and 270+ skills.
    Last updated
    1
    MIT

  • Wordstat MCP

    marketscore
    A
    license
    -
    quality
    B
    maintenance
    Connects Claude or ChatGPT to Yandex Wordstat for keyword research, enabling frequency lookups, related phrase suggestions with noise filtering, and 24-month seasonality analysis directly in chat.
    Last updated
    MIT
  • automatelab-ai-seo by AutomateLab-tech

    automatelab-ai-seoofficial

    AutomateLab-tech
    A
    license
    A
    quality
    A
    maintenance
    Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-citation eligibility. No API keys. No registration. Works in Claude Desktop, Cursor, Cline, Windsurf, VS Code (Copilot / Continue), and any client that speaks the Model Context Protocol.
    Last updated
    20
    351
    2
    MIT

  • ridvay-mcp

    tom-tgr
    A
    license
    A
    quality
    B
    maintenance
    MCP server that lets AI assistants create and edit Ridvay Studio posters, flyers, and social designs directly from chat conversations, returning shareable links.
    Last updated
    5
    1,023
    MIT

  • mcp-server-peecai

    thein-art
    A
    license
    A
    quality
    B
    maintenance
    Track how your brand appears in AI-generated answers across ChatGPT, Perplexity, and other AI models. Analyze visibility, sentiment, citations, and domain rankings with 31 tools — including analytics reports, chat inspection, query analysis, and full CRUD for brands, prompts, tags, and topics.
    Last updated
    17
    82
    2
    MIT

  • search-console-mcp

    sudomichael
    A
    license
    A
    quality
    B
    maintenance
    Google Search Console for Claude, Cursor & any MCP client — one sign-in, 30 seconds, no Google Cloud project. Six read-only tools (search analytics incl. Google Discover, period comparison with computed deltas, batch URL inspection, sitemaps) plus five built-in SEO analyses as slash-commands. Tokens stay on your machine. MIT.
    Last updated
    4
    6
    576
    4
    MIT

  • mureo

    logly
    A
    license
    A
    quality
    B
    maintenance
    Open-source framework for AI agents (Claude Code, Cursor, Codex, Gemini) to autonomously operate Google Ads, Meta Ads, and Search Console. Grounded in a local STRATEGY.md — not metric-chasing. Defense-in-depth security, local-first. Apache 2.0.
    Last updated
    100
    16
    Apache 2.0

  • Your Echo — The A2A-native PR

    Browncabinet
    A
    license
    A
    quality
    B
    maintenance
    Hire an autonomous cold outreach agent directly inside any MCP-compatible LLM. Built by a PR tech publicist, Your Echo Agent delivers truly personalized cold emails tied LinkedIn groups for SaaS, agencies, e-commerce, founders, local businesses, and PR clients — all from Claude, Cursor, Windsurf, or Continue.
    Last updated
    17
    42
    MIT
  • sheepit-mcp by sheepit-ai

    sheepit-mcpofficial

    sheepit-ai
    A
    license
    A
    quality
    B
    maintenance
    MCP server that lets Claude, Cursor, or any MCP-compatible client drive Sheepit projects — enabling campaign management, destination configuration, dashboard creation, and insights queries directly from a chat interface.
    Last updated
    40
    23
    1
    MIT

  • SurfRank MCP Server

    SurfRankAI
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to access SurfRank's AI visibility analytics platform through 24 tools. It allows agents to run AI-visibility reports, research keywords, track competitors, and manage projects directly from chat interfaces.
    Last updated
    24
    2
    MIT