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  • A
    license
    Not graded
    quality
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    maintenance
    A Model Context Protocol server that performs comprehensive web research by combining Tavily Search and Crawl APIs to gather extensive information and provide structured JSON output tailored for LLMs to create detailed markdown documents.
    47 npm
    27
    Apache 2.0
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents and MCP clients to run deterministic deep research consensus arbitration by parsing queries, evaluating source authority and contradictions, and returning structured JSON dossiers and telemetry.
    8
    -
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    Not graded
    quality
    A
    maintenance
    Persistent sequential thinking for MCP clients, stored durably on Cloudflare Workers with support for branching, revision, and history retrieval.
    1
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Tools for AI assistant's deep research: * Google search + webpage reading (incl. JS-rendered pages) * Document & decks analysis * YouTube transcript extraction * Patents + academic paper search * Company and competitors research * Prompts for comprehensive-research, fact-check, summarize-url, news-briefing, patent-portfolio-analysis, competitive-analysis, literature-review, technical-deep-dive
    8
    157 npm
    35
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables searching and analyzing over 560,000 CS/AI/ML research papers with LLM-powered novelty scoring and summaries. Supports literature reviews, trend monitoring, benchmark tracking, and deep research sessions through 23 specialized tools.
    25
    130 npm
    11
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    13 MCP tools for AI agents: scrape, extract, crawl, map, search, academic papers (arXiv + Crossref), batch scrape, deep research, monitor page changes, persistent browser session, cache control. 3-tier auto-fallback ladder with free Cloudflare bypass, no API keys. Self-hosted Firecrawl alternative. uvx pyrecrawl serve
    13
    328 PyPI
    15
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Giggal.ai is an email verification tool that runs a deep mailbox existence check on every address and verifies catch-all/accept-all and even SEG protected emails. Your bounce rate stays under 5%, and the 30% of every B2B list that other tools flag as "Risky" becomes deliverable again.
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Search a YouTube video's transcript and get back only the moments that answer the question, each with a clickable timestamp deep link. Also reads the video's frames — slides, charts, demos and on-screen text — and verifies every citation against recorded evidence before returning it
    9
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Large-file-safe JSON MCP server with 10 tools: format, validate, search, JSONPath query, deep diff, and multi-format conversion (CSV/TSV/YAML/TypeScript). Handles JSON of any size without crashing.
    10
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides Meta and Google Ads intelligence for AI assistants, enabling users to analyze performance, track competitors, and manage ad campaigns through natural language. It features 17 tools for generating creative concepts, scraping competitor ads, and performing deep account-level analysis.
    17
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Deep Neural Network Security (DNNSEC)** MCP Server. Designed for enterprise AI systems to verify neural model weight integrity, audit adversarial robustness, and safeguard autonomous agent infrastructure.
    2
    MIT