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"Exploring GraphRAG and HybridRAG" matching MCP servers:
- AlicenseAqualityDmaintenanceA Model Context Protocol server for exploring and analyzing CSV files, providing tools for inspection, sampling, schema inference, statistics, filtering, and more.1210MIT
- AlicenseNot gradedqualityAmaintenanceTheWeave is a markdown-native memory architecture for Claude and any MCP-aware agent. Your agent's memory lives as plain .md files you own: a 5-verb MCP core over the vault, query-driven PageRank retrieval, bi-temporal facts (valid_from / valid_until), and a persona-as-vault model. No database and no embeddings server. The files are the memory, inspectable in your editor and versionable in git.2Apache 2.0
- AlicenseNot gradedqualityDmaintenanceAn MCP server that gives LLM clients access to a SQL Server database and the local filesystem, including file operations and image handling.746MIT
- FlicenseNot gradedqualityDmaintenanceEnables document conversion between PDF, DOCX, and Markdown formats to facilitate reading and editing complex files in AI tools like Claude Desktop or Cursor. It utilizes marker-pdf and pandoc to provide structured text versions of documents, helping to manage context and support unsupported file types.1
- FlicenseNot gradedqualityBmaintenanceEnables building and exploring a knowledge graph from files (PDF, DOCX, code) with AI enrichment via Ollama or Claude. Supports pinning documents, linking entities, and traversing the graph.
- FlicenseNot gradedqualityDmaintenanceEnables AI assistants to search, read, and browse Bear notes directly from your local Bear database. Supports searching by title, content, or tags, opening specific notes, and exploring tag-based organization.1
- AlicenseAqualityCmaintenanceA Model Context Protocol (MCP) server for ZeroDrive file management. It enables AI assistants like Claude to interact with ZeroDrive cloud storage through a standardized interface.28104MIT
- -licenseBqualityNot gradedmaintenanceEnables comprehensive video file metadata management including reading, editing, and batch processing of video properties like title, description, tags, and technical specifications. Supports multiple video formats with intelligent caching and search capabilities.891
- FlicenseCqualityCmaintenanceA security-first MCP server that provides LLMs with structured tools for filesystem, process, search, build/test/lint, IDE integration, and more.402
- AlicenseNot gradedqualityAmaintenanceEnables sending local 3D print files to PrintYourDuck for manual quote review, including file discovery, upload, and status checking.79MIT
- AlicenseNot gradedqualityCmaintenanceMCP server for performing filesystem operations, enabling file management and manipulation through natural language.MIT
- AlicenseNot gradedqualityCmaintenanceConverts PDF, Word, and Excel documents to Markdown with image extraction and header/footer removal via MCP or REST API.50MIT
- AlicenseNot gradedqualityAmaintenanceEnables managing a print queue for office documents via a WinUI GUI, supporting file drag-and-drop, queue status, and printing through MCP tools.1MIT
- AlicenseNot gradedqualityCmaintenanceProvides AI agents with read/write access to a fixed Synology NAS SMB share through strict path jail, size limits, and active-content rejection. Built for secure file operations via FastMCP HTTP server.MIT
- AlicenseNot gradedqualityBmaintenanceAn MCP server that wraps Apache Tika to extract text, metadata, and more from documents. It supports local files and optional remote URLs with SSRF protections.MIT
- AlicenseNot gradedqualityCmaintenanceEnables editing of STL 3D model files through the Model Context Protocol, providing tools for reading, writing, transforming, and creating primitive shapes.MIT
- AlicenseNot gradedqualityAmaintenanceA desktop launcher and local MCP workspace server that enables ChatGPT and other MCP clients to securely read, edit, search, run commands, and show changes in selected local project folders.1MIT
- AlicenseNot gradedqualityBmaintenanceA security-first, read-only MCP server that lets clients browse and read text, PDF, and XLSX files from an explicit allowlist of local folders, with strict path and secret protections.MIT
- AlicenseNot gradedqualityBmaintenanceProvides tools to read and compare scripture text from local Paratext project folders, enabling natural-language queries for verses, chapters, books, and cross-project comparisons.136ISC