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Guide to Deploying a Large Language Model Framework MCP tools

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

47,925 tools. Last updated 2025-12-29 01:52
  • Identify and retrieve programming errors from a knowledge base by filtering error type, language, framework, message, code snippet, or task description for troubleshooting and learning.
    MIT License
  • Retrieve detailed information about the OpenXAI framework, including its overview, features, research paper, installation steps, and quickstart guide for efficient use and integration.
    MIT License
  • Extract webpage content as Markdown formatted text, tailored for large language models. Supports custom CSS selectors, link inclusion, and length limits via Concurrent Browser MCP.
  • Access a comprehensive guide to JijModeling for configuring and implementing custom modeling workflows using the Jij MCP Server’s utilities and tools.
  • Execute vulnerability scans on language models by specifying model type, model name, and probe. Identify potential risks and generate a list of vulnerabilities for analysis.
    MIT License

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