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licenseA
qualityA
maintenanceIntegrates Xiaomi MiMo's multimodal API to enable understanding of images, audio, and video through natural language prompts.
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"Understanding File Structures" matching MCP servers:
- AlicenseAqualityAmaintenanceA Node.js MCP server that enables image understanding by calling the MIMO multimodal model, supporting local file paths and URLs.Last updated124MIT
- AlicenseAqualityCmaintenanceAn MCP server and CLI tool that transforms codebases into AI-ready context through semantic search, call graph analysis, and incremental indexing. It enables AI assistants to perform hybrid vector and keyword searches to understand complex repository structures and cross-file relationships.Last updated5451MIT
- AlicenseAqualityAmaintenanceStop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.Last updated53MIT
- AlicenseAqualityDmaintenanceA secure MCP server for converting documents between Markdown, DOCX, HTML, PDF, and TXT formats within a sandboxed working directory.Last updated3MIT
- AlicenseAqualityBmaintenanceAnalyzes source code structure across multiple languages using tree-sitter, extracting classes, functions, methods, and metadata with precise line numbers for efficient codebase exploration and AI-assisted development.Last updated83MIT
- AlicenseAqualityAmaintenanceDirForge is a lightweight, self-hosted file tree browser with integrated MCP that lets you share directory structures with anyone. It packs various MCP tools for browsing and analyzing files and directories.Last updated214MIT
- AlicenseAqualityDmaintenanceAn MCP server that provides persistent memory for database schemas by storing table structures and metadata in a local SQLite file. It enables LLMs to save, retrieve, and manage database snapshots to maintain a structured understanding of database architectures.Last updated5MIT
- FlicenseAqualityCmaintenanceEnables listing, reading, and searching local files and directories through MCP tools.Last updated4
- FlicenseAqualityDmaintenanceManages AI context files from local directories and GitHub repositories with file watching, tag-based organization, and full-text search.Last updated11
- AlicenseAqualityDmaintenanceProvides access to Minecraft mod development documentation (Neoforge) via MCP tools, allowing users to list providers and versions, browse file structures with previews, and retrieve full document content.Last updated34Apache 2.0
- AlicenseBqualityDmaintenanceEnables fast file search on macOS using the native mdfind (Spotlight) command, with support for filtering, regex, sorting, and limiting results.Last updated1MIT
- AlicenseBqualityCmaintenanceA read-only MCP server that provides document awareness for agents by parsing local files into structured profiles, blocks, chunks, and search results, enabling agents to understand and cite document content without dealing with raw file formats.Last updated5473Apache 2.0
- FlicenseBqualityDmaintenanceEnables analysis and querying of Git repository content (both public and private) through a unified tool that provides repository summaries, file structures, and full content optimized for LLM consumption.Last updated1
- FlicenseBqualityCmaintenanceWindows-first MCP server for deterministic file writes with atomic create, replace, and structured edit operations, preserving encoding and newline styles.Last updated101
- AlicenseCqualityDmaintenanceAn MCP server that analyzes local or remote GitHub repositories, providing intelligent code context and structure to AI coding assistants.Last updated1013MIT
- FlicenseCqualityDmaintenanceEnables AI assistants to analyze codebases through semantic search, call graph generation, and function metadata extraction. Provides real-time code analysis with persistent vector storage for understanding complex code structures and relationships.Last updated135
- FlicenseAqualityCmaintenanceStandalone MCP server and CLI for generating images via ChatGPT backend, with reliable exact file paths and multi-account login support.Last updated21
- AlicenseAqualityAmaintenanceProvides AI coding agents with five intelligence layers (dependency graph, git history, documentation, architectural decisions, code health) via nine MCP tools, enabling deep codebase understanding and reducing exploration cost.Last updated2114,619AGPL 3.0
- AlicenseAqualityBmaintenanceRead-only MCP server for analyzing VK Ads campaigns, listing ad structures, retrieving statistics, and generating optimization recommendations.Last updated81MIT