A
licenseA
qualityD
maintenanceA Model Context Protocol server for exploring and analyzing CSV files, providing tools for inspection, sampling, schema inference, statistics, filtering, and more.
12
10
MIT
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"Understanding Inference Models" matching MCP servers:
- FlicenseBqualityCmaintenanceProvides tools for file system operations and text generation using OpenAI-compatible models via the Model Context Protocol, supporting both stdio and HTTP transports.6
- AlicenseNot gradedqualityDmaintenanceA proof-of-concept MCP server that enables reading local files and performing basic arithmetic operations. It provides a simple foundation for understanding how tools are exposed to MCP clients.1,299MIT
- FlicenseNot gradedqualityFmaintenanceThis server provides an API to query Large Language Models using context from local files, supporting various models and file types for context-aware responses.1
- AlicenseAqualityCmaintenanceMCP server that converts file contents into compact, line-numbered PNG images for vision models to read, reducing token usage by roughly 7x for large files.3MIT
- AlicenseAqualityAmaintenanceEnables AI assistants to inspect, create, and report on IFC/BIM files locally, and to open models in a viewer with BCF viewpoint support.51448Apache 2.0
- AlicenseAqualityBmaintenanceAn MCP server that gives AI models a persistent notebook backed by a folder of Markdown files, with tools to discover, read, write, edit, and delete notes.9MIT
- AlicenseAqualityBmaintenanceToken-efficient skim-then-expand I/O for agentic models, enabling lossless reading of large files via skeletons and exact expansion with anchor IDs.6MIT
- AlicenseAqualityDmaintenanceA local stdio MCP server for generating images using Google's Gemini image models, saving to disk as JPEG.1543MIT
- AlicenseAqualityCmaintenanceMCP server for TQS structural engineering CAD/analysis software, enabling Claude to read building models, extract drawing data, run structural processing, and script against the TQS API.9MIT
- AlicenseAqualityDmaintenanceProvides secure filesystem access for AI models through the Model Context Protocol with strict path validation, file operations, directory management, and system command execution within predefined directories.167MIT
- FlicenseAqualityDmaintenanceA universal resource server that enables AI models to mount local folders, scrape web pages into Markdown, and query SQLite databases without writing code. It features a real-time TUI dashboard and persistent configuration for managing diverse knowledge sources.73
- AlicenseAqualityCmaintenanceA secure Model Context Protocol server that provides controlled filesystem access within predefined directories, enabling AI models to perform file and directory operations with strict path validation.1677MIT
- AlicenseAqualityDmaintenanceA comprehensive MCP server that enables AI models to perform local file operations, command execution, and task management across multiple platforms. It features advanced capabilities like row-level file editing, directory searching, and system monitoring with built-in security filters.1315Mulan Permissive Software , Version 2
- AlicenseAqualityFmaintenanceAn Amazon S3 Model Context Protocol server that allows Large Language Models like Claude to interact with AWS S3 storage, providing tools for listing buckets, listing objects, and retrieving object contents.31,26530MIT
- FlicenseAqualityDmaintenanceThe Modes MCP Server allows for comprehensive management and control over custom operational modes, supporting full CRUD operations, schema validation, and real-time configuration changes for enhanced mode management.629
- AlicenseBqualityCmaintenanceDelegates heavy, repetitive, and verifiable tasks like PDF extraction, code analysis, and log processing to a local LLM to reduce token consumption for frontier AI models, while keeping decision-making with the main AI.8MIT
- AlicenseBqualityDmaintenanceAn implementation of the Model Context Protocol that allows AI models to interact with 360 AI Cloud Drive, providing comprehensive file management capabilities including uploading, downloading, searching, and sharing files.11965Apache 2.0
- AlicenseBqualityDmaintenanceEnables AI models like Claude to manage local prompt files with CRUD operations, fuzzy search, categorization, templates, version control, and favorites.325MIT
- AlicenseBqualityNot gradedmaintenanceEnables direct access to raw Markdown content from files or directories without processing. Perfect for providing AI models with business rules, documentation, or knowledge bases exactly as written.11