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A tool for processing and analyzing large context documents for AI writing MCP tools

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

74,519 tools. Last updated 2026-02-23 09:55
  • Query AI for code analysis, file examination, and repository exploration using @file syntax, specialized modes, and large context windows.
  • Search and analyze specific sections in large PDF documents using a query. Specify context window, maximum matches, and case sensitivity to refine results for targeted information extraction.
    MIT
  • Index all documents from a directory into Elasticsearch with AI-enhanced metadata, file processing, and options for recursive search, validation, and skipping existing files.
    MIT
  • 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
  • Transform raw ideas into structured prompts for AI assistants using templates like coding, writing, and research. Optimizes prompts with project context for better results.

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