File Systems

A context-efficient file editing MCP server that uses pattern-based landmarks to manipulate code without requiring exact string matching or large context windows.

A Python-based MCP server built with FastMCP that provides tools for real-time weather alerts, news searching, and local directory exploration.

Enables LLMs to analyze and interact with Power BI (.pbix) files through PBIXRay capabilities. Provides access to data models, DAX measures, Power Query code, table relationships, and data contents with configurable tools and pagination support.

A robust MCP server providing the primp HTTP client library with advanced browser impersonation to bypass headers-based detection and perform authenticated web requests.

MCP server for creating and managing QR codes using the Scanova API. Provides tools for generating, managing, and downloading QR codes.

A comprehensive MCP and REST API server for remote project management, providing tools for file operations, whitelisted command execution, and real-time AI interaction via SSE.

Enables comprehensive analysis of MIDI SMF files including loading, parsing, track analysis, event extraction with filtering, and detailed file summaries. Supports memory management for efficient repeated access to loaded MIDI files.

Use AWS S3, the world's most reliable document storage, as a database with this ORM.

A versatile MCP server implementation offering mathematical operations, file system navigation, and specialized prompt templates for code analysis and reviews via stdio transport.

A robust local code indexer that provides AI agents with semantic search, symbol navigation, and project structural analysis using local embeddings and vector storage.

A Google Drive MCP server that enables AI models to search files, navigate folder structures, and perform content management operations like moving and trashing items.

A specialized MCP server for Rosetta protein modeling that automates the generation of symmetry definition files for symmetric protein complexes.

A personal context server that allows users to store and access project documentation through a nested directory of local Markdown files.

Provides 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.

A hot-reloadable MCP proxy server that enables users to create and manage custom Python tools through dynamic module loading. Users can build their own utilities, wrap APIs, and extend functionality by simply adding Python files to designated folders.

Ignission MCP server connects your TikTok profile and video content to your AI so that you can more effectively assess your content and work on new content ideas that are more personalized and targeted to your audience.

An MCP server that scans and exposes AI instruction files (like .clinerules, .cursor/rules, and llms.txt) as resources to provide project context to LLMs. It aggregates configuration and rule files from project-specific and external folders into a standardized format.

Enables AI assistants to search for files and content across the file system using KDE's baloosearch tool. Provides semantic search capabilities with configurable parameters like file type, directory, and result limits.

A Python-based MCP server that bridges local Llama models via Ollama to Claude Desktop, providing a privacy-focused AI environment with 10+ built-in utility tools for local file operations, web searching, and code execution.

A lightweight vector database and MCP server that supports TF-IDF search across HTML, Markdown, and PDF documents. It provides both a FastAPI-based HTTP interface and a standard MCP stdio connection for document ingestion and retrieval.

Enables automatic documentation of GitHub projects as blog posts by fetching repository README files through the GitHub API. Provides a simple HTTP server that downloads and saves GitHub project documentation to local markdown files for blog content generation.

An MCP server providing remote server management through SSH and SFTP, supporting command execution, file transfers, and interactive PTY-based shell sessions.

A comprehensive personal MCP server for Claude Desktop that integrates task management, file system access, note-taking, and Google Calendar integration with a built-in web dashboard.

Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive revenue tracking and business management. Enables lead pipeline management, email handling, calendar scheduling, task tracking, and file operations through natural language.

A specialized MCP server for agentic workflows focusing on context management via README files, automated test execution, and project deployment.

A specialized MCP server that combines filesystem access with Z.ai GLM-4 model integration for code generation and repository management.

Extracts text nodes from Figma designs and organizes them into structured JSON files for internationalization workflows, allowing users to automatically generate translation keys from specific frames or entire projects.

A specialized MCP server for processing MDX files, allowing LLMs to read content as clean Markdown, perform contextual searches, convert formats, and extract YAML metadata.

An AI-powered PDF editing and generation server that uses Gemini Pro and OCR to modify slides and documents via natural language prompts while maintaining searchable text layers.