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120,763 servers. Updated
20 Best Memory MCP Servers: compared and ranked, November 2026Ranked from 5,357 matching servers on stars, growth, downloads and maintenance. Updated .

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    Gives Claude control of a real, headed Chromium browser via Playwright, enabling web navigation, clicking, typing, screenshots, and JavaScript evaluation.
    8
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    An Operit-compatible adapter of the Exa MCP server, enabling web search, code search, and company research capabilities in AI assistants. It fixes MCP handshake compatibility issues, allowing tools like web_search_exa and web_fetch_exa to load and run reliably.
    2
    44,387 npm
    1
    MIT
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    Enables extraction of structured item lists from public web pages using the user's own OpenAI, Anthropic, Gemini, or Groq key through an Apify actor, returning one row per item with validation flags.
    1
    698 npm
    MIT
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    Checks a website's robots.txt and Cloudflare settings to identify AI crawler blocking. Also generates llms.txt content to improve visibility to AI answer engines.
    3
    55 npm
    MIT
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    Analyze and generate robots.txt files with AI crawler awareness. Fetch any site's robots.txt, detect which AI bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) are blocked or allowed, and generate optimized robots.txt with toggle controls for 20+ AI crawlers.
    5
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    MIT
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    Checks a site for AI crawlers: which of 11 AI crawlers its robots.txt lets in, whether its llms.txt follows llmstxt.org, and what its home page says without scripts. Findings with evidence; no scores, no model calls, no telemetry.
    5
    52 npm
    MIT
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    Enables AI assistants to check how discoverable a website is to AI search engines and assistants by inspecting signals like crawler access, llms.txt, structured data, and on-page metadata, and returning a 0-100 visibility score.
    1
    MIT
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    Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.
    4
    Apache 2.0
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    Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.
    3
    GPL 3.0
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    Enables AI agents to fully control a terminal browser via MCP, navigating pages, filling forms, logging in, and managing cookies with deterministic numbered links and forms. Also provides an interactive human CLI.
    MIT
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    YouTube Skills (TranscriptAPI) is the production API for extracting, searching, and analyzing YouTube content at scale. While other tools break when YouTube changes or cap you at 100 requests/day, TranscriptAPI serves 15 million transcripts monthly at 49ms median response time.
    1,176
    MIT
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    MCP server for AI agents -- fetch any URL with full JavaScript rendering (Playwright/Chromium) and convert to clean, token-efficient markdown. Works on React, Vue, Angular, and any JS-heavy page. Includes web search, batch fetching, binary file download, LRU cache, SSRF protection, and structured output.
    44 npm
    MIT
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    An MCP server for lightweight browser automation using Lightpanda with Chrome fallback, providing LLM-optimized accessibility tree snapshots for precise element targeting.
    3
    MIT
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    Enables local Chrome control for AI clients over MCP stdio, HTTP, or CLI, exposing 20 tools to extract page text, number and click elements, type text, scroll, manage tabs, capture screenshots, and bind uploaded files to file inputs. Operations run entirely on the local machine with origin allowlists and refusal of untrusted URLs, without calling a cloud model or consuming model tokens.
    2,388 npm
    MIT
  • F
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    Enables AI agents to search and browse comics, query rankings, album details and comments, manage favorites, and run asynchronous downloads of albums, chapters or covers with live progress tracking and post-processing into ZIP, PDF or long-image formats. It also exposes configuration, login and diagnostic capabilities plus knowledge resources, over stdio, SSE or HTTP transports.
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    Enables AI agents to search, filter, browse rankings, read comments, manage favorites, and download manga albums or chapters, then convert them to ZIP, PDF, or long images. Also supports download task planning, progress tracking, cancellation and retries, runtime configuration changes, account login, and API access over stdio, SSE, or HTTP transports.
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    Enables AI agents to search, browse rankings, view album details and comments, manage favorites, and download manga albums or individual chapters asynchronously with progress tracking, cancellation, and retry. Also supports post-processing downloads into ZIP/PDF/long images, dynamic configuration updates, account login with cookie persistence, and access to schema/reference knowledge resources over stdio, SSE, and HTTP transports.
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    Enables AI agents to search, browse, download, organize, and post-process comics through MCP tools, including account login, favorites, comments, rankings, configuration, and download task control. Supports stdio, SSE, and HTTP transports while exposing knowledge resources for configuration and skill reference.
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  • F
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    Enables AI agents to search and browse manga, inspect album details, comments and rankings, manage favorites, and download albums, chapters, and covers with progress reporting, cancellation, retry, and batch task control. Also supports post-processing downloads into ZIP, PDF, or long images and dynamic runtime configuration, exposed as MCP tools and knowledge resources over stdio, SSE, and HTTP transports.
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    Provides 63 production-ready API tools for AI agents, including web scraping, AI generation, crypto data, OCR, image generation, audio transcription, text-to-speech, email, and domain lookup.
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    Enables AI agents to search, browse, download, favorite, comment on, and post-process comic albums via standardized MCP tools, with asynchronous download tasks, progress tracking, cancellation/retry, runtime configuration, and account login.
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  • F
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    Exposes MCP tools that let AI agents search, browse rankings, view album details and comments, manage favorites, and download or post-process manga into ZIP, PDF, or long-image formats. It also covers runtime configuration, account login with cookie persistence, and background task control with progress tracking, cancellation, and retries.
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  • F
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    Enables AI agents to search, browse, and download comic albums, manage favorites and comments, control download tasks, perform ZIP/PDF/long-image post-processing, and adjust runtime configuration through MCP tools and knowledge resources.
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  • F
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    Enables AI agents to search, browse, download, post-process, and manage comic albums, comments, favorites, rankings, and account sessions through standardized MCP tools and resources.
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