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  • 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

  • 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

  • sarup

    PHUICMT
    A
    license
    A
    quality
    B
    maintenance
    Enables context compression for Claude Code with Thai language support, reducing token usage by 50-88% while preserving full recoverability of original content.
    3
    MIT

  • oratilo-mcp

    oratilo
    A
    license
    A
    quality
    C
    maintenance
    Enables agents to check and retrieve concept-structured YouTube video summaries from the oratilo library via lookup and full-text search tools, avoiding redundant summarization work.
    2
    MIT

  • Crawl-MCP

    walksoda
    A
    license
    A
    quality
    A
    maintenance
    Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of content from web pages, PDFs, Office documents, YouTube videos, and more, with AI-powered summarization and Google search integration to reduce token usage while preserving key information.
    19
    47
    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

  • distill-mcp-v2

    yatinkoul
    A
    license
    A
    quality
    C
    maintenance
    distill-mcp-v2 is a high-performance, network-dependency-free Python FastMCP server designed to aggressively optimize Large Language Model (LLM) context windows. It provides specialized tools for compressing and analyzing massive AI-agent payloads without losing critical semantic information.
    8
    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

  • Hacker News Companion MCP

    georgeck
    A
    license
    B
    quality
    D
    maintenance
    Fetches and processes Hacker News discussions to prepare them for Claude to generate high-quality summaries, handling comment structure and metadata to help Claude understand the relative importance of different comments.
    1
    MIT