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  • bullet-mcp

    nikkoxgonzales
    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
    18
    1
    MIT

  • tooltrim

    nac7
    A
    license
    A
    quality
    B
    maintenance
    tooltrim reduces the tokens agents spend re-reading bloated tool results. Run it as an MCP server exposing compress and expand_tool_output, or as a gateway in front of any upstream MCP server: it re-exposes the upstream tools unchanged and shrinks each result (HTML/JSON/logs/tables) before it reaches the model, keeping the relevant content only.
    2
    2
    MIT

  • LangExtract MCP Server

    larsenweigle
    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
    32
    MIT

  • koreafilings-mcp

    OldTemple91
    A
    license
    A
    quality
    B
    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

  • MCP Character Tools

    Aaryan-Kapoor
    A
    license
    A
    quality
    C
    maintenance
    Provides 14+ character-level text analysis tools that give LLMs the ability to accurately count letters, analyze individual characters, and work with text at the character level—overcoming tokenization limitations.
    14
    16
    3
    MIT

  • yt-analysis-mcp

    Legorobotdude
    F
    license
    A
    quality
    C
    maintenance
    Enables analysis of YouTube videos using the Gemini API to generate summaries and answer specific questions via direct URLs. It supports standard videos and shorts, allowing users to interact with video content without requiring manual downloads.
    5
    4

  • Folio

    Shahrukh19S
    A
    license
    A
    quality
    B
    maintenance
    A privacy-first, zero-cost AI assistant that lets you chat with your documents locally via CLI or web app, supporting search, summarization, and Q&A using your own model.
    7
    MIT

  • google-news-trends-mcp

    jmanek
    A
    license
    A
    quality
    B
    maintenance
    Search and retrieve news articles and trending keywords from Google News and Google Trends. Summarize articles and extract keywords using optional NLP and LLM Sampling to get concise insights.
    5
    89
    MIT

  • NewsDigest MCP

    SomeiLam
    A
    license
    A
    quality
    D
    maintenance
    A TypeScript-based Model Context Protocol server that fetches, searches, and formats news articles from NewsAPI.org into reader-friendly Markdown digests using LLMs (Gemini and Claude).
    12
    696
    MIT

  • Kagi MCP

    yuki-yano
    A
    license
    B
    quality
    D
    maintenance
    A Node.js implementation of the Kagi Model Context Protocol server that enables Claude AI to search the web and summarize documents, videos, and audio using Kagi's APIs.
    2
    13
    MIT

  • GPTZero MCP Server

    louis030195
    A
    license
    B
    quality
    D
    maintenance
    Enables AI-generated text detection using the GPTZero API. Provides confidence scores and detailed analysis to identify whether text was written by humans or AI, with multilingual support.
    2
    17
    1
    MIT