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    A black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.
    4
    7 npm
    2
    MIT
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    An MCP server that fetches web pages and extracts clean, AI-usable context from them, enabling tools for link discovery, content search, and integrated fetch-and-search operations.
    5
    6 npm
    1
    MIT
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    quality
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    Enables site-wide crawling of internal links with BFS traversal, time/title/URL filtering, and page operations like summarization and link clicking, with results persisted to SQLite.
    6
    MIT
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    quality
    F
    maintenance
    A comprehensive website crawler and SEO analyzer that stores site data in a local SQLite database for AI-driven auditing. It enables users to detect technical SEO issues, broken links, and security vulnerabilities through natural language queries or terminal commands.
    4
    32 npm
    16
    Apache 2.0
  • A
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    Enables MCP clients to offload sub-problems to fresh, isolated contexts via sampling, offering plan, think_aside, and run_plan tools for sequential reasoning without cluttering the main conversation with verbose intermediate steps.
    MIT
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    quality
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    Enables post-hoc auditing of an agent's retrieval supply chain by recording digest-only provenance from source through chunk, transformation, context and decision, then reporting influence rankings with an honest unexplained residual, lineage traces, advisory source trust and retirement recommendations, and retrieval schema drift. It never performs retrieval, ranks documents at query time, or blocks decisions.
    MIT
  • A
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    quality
    B
    maintenance
    Enables AI clients to manage a self-hosted content hub: create, edit, publish, and update articles across multiple platforms, plus AI writing and account management.
    MIT
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    quality
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    maintenance
    A specialized web crawler and scraper for the US Patent and Trademark Office (USPTO) website, built with Crawl4AI and MCP integration, enabling patent and trademark search, extraction, and status checking.
    4
    MIT
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    AutomateLab Content Distribution publishes content across DEV.to, Hashnode, GitHub Discussions, Reddit and Bluesky, with browser workflows for LinkedIn, Medium and X. Tracks publishing state and adapts content per platform. Product and documentation: https://automatelab.tech/products/mcp/content-distribution-mcp/
    8
    38 npm
    5
    MIT
  • A
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    Enables editorial content QA over the Model Context Protocol with four local tools that analyze readability, AI-sounding language, SEO on-page factors, and produce full reports where every finding includes an actionable fix.
    4
    1
    MIT
  • A
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    quality
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    maintenance
    Enables local discovery of research topics, interviews users to uncover their unique perspective, and turns insights into content ideas and short-form Reel scripts.
    10
    MIT
  • F
    license
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    quality
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    maintenance
    Enables keyword, creator, or item-based image and video retrieval and downloading from Douyin, Xiaohongshu, Weibo, Bilibili, X, and Instagram. It adds intent parsing, semantic and visual re-ranking, quality filtering, and deduplication so results are relevant rather than every image on a page.
    7
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