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  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides real-time web research and URL summarization capabilities using Gemini 2.5 Flash with native Google Search grounding. It enables users to perform factual searches and summarize web content directly within MCP-compatible clients like Claude Desktop.
    17
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that adds real-time web research to Claude Desktop using Gemini 2.5 Flash with native Google Search grounding.
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables LLMs to search, analyze, and summarize academic research papers in real-time from arXiv, Semantic Scholar, and PubMed. Provides automatic deduplication, citation analysis, and BibTeX generation across multiple research databases.
    22 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables generating deterministic, cited research findings from caller-supplied source metadata and excerpts via a local-fixture MCP tool, supporting English and Spanish.
    Apache 2.0
  • F
    license
    Not graded
    quality
    C
    maintenance
    A local, rule-based MCP server for searching and analyzing academic papers from arXiv. Enables paper search, ranking, smart summarization, keyword extraction, and citation generation without API keys or LLM calls.
    -
  • A
    license
    C
    quality
    D
    maintenance
    A sophisticated research assistant that orchestrates a 5-step workflow of connected AI agents to provide deep research capabilities including question enhancement, web search, summarization, citation formatting, and result combination.
    11
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP-native document research agent that provides search, summarization, and citation tools for iterative multi-step research, ending in validated structured JSON reports.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A small MCP server that gives agents rich context about a YouTube video — its transcript, jump-to-the-moment deep links, metadata, and most-replayed moments — so they can answer questions, summarize, pull quotes, or surface highlights.
    7
    29 PyPI
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for evidence-based bullet point summarization guidance. Validates and improves bullet lists using scientifically-validated principles from cognitive psychology and UX research.
    1
    8 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for koreafilings.com — AI-summarized Korean DART (전자공시) corporate disclosures, paid per call in USDC via the x402 protocol on Base. Tools: get_pricing (free), get_disclosure_summary (0.005 USDC).
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Lets any AI agent score and simplify its own text before it reaches a human, using Flesch readability metrics and plain-language rewrites entirely on the local machine.
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A FastMCP server that enables AI assistants to extract structured information from unstructured text using Google's langextract library through a secure, optimized Model Context Protocol interface.
    4
    35
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that enables searching arXiv, importing papers, enriching with citation data, generating summaries and research ideas, and querying a local library using local LLMs and embeddings.
    9
    1
    MIT