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Resources for Problem Solving MCP tools

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

45,081 tools. Last updated 2025-12-18 08:47
  • 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
  • Analyze and process problem statements using the UCPF framework to enable structured cognitive analysis, knowledge mapping, and perspective generation for advanced problem-solving.
  • Break down complex problems into structured steps with clear analysis. Specify the problem and domain to receive actionable insights for effective problem-solving.
    MIT License
  • Create, manipulate, and interpret diagrams, graphs, and visual representations to facilitate insight generation, hypothesis testing, and problem-solving. Supports various visual elements and operations for structured reasoning and decision-making.
  • Get expert AI analysis for complex problem-solving, architectural decisions, and design tradeoffs when confidence is low or planning requires multiple considerations.
  • Facilitate structured reasoning and complex problem-solving by analyzing thoughts step-by-step. Ideal for policy verification, mental processes, and detailed analysis without obtaining new information or making changes.
    MIT License

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