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How to increase a model's context window for handling large files MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

46,506 tools. Last updated 2025-12-23 06:49
  • Process and analyze PDF files to extract context for structured problem-solving. Specify file path, max pages, and chunk size for optimized handling of large documents.
    MIT License
  • Retrieve VRAM requirements, context window size, and tier classification for AI models to optimize resource allocation and model selection decisions.
  • Filter and analyze log files within a specified time window, with options to add context before and after matches, for efficient log debugging and monitoring.

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