File Systems

Displays FDA-approved Lilly Direct pharmaceuticals in an interactive carousel interface and provides authenticated user profile access through OAuth 2.1 integration with AWS API Gateway.

Serena is a high-performance coding agent toolkit providing semantic code retrieval and editing tools, enabling LLMs to perform symbol-level operations via LSP or JetBrains integration.

Provides access to declassified JFK assassination documents (2017-2025) via the Archives API, enabling high-precision searching of government files.

A TypeScript MCP server for interacting with CDISC Define-XML 2.0 and 2.1 files, enabling users to load, search, and retrieve clinical data metadata including datasets, variables, and codelists. It supports local file processing with document caching and provides responses in both JSON and Markdown formats.

A tool that generates hierarchical source code directory trees while respecting .gitignore rules and hiding hidden files. It helps AI models quickly understand project structures and identify relevant files for editing.

Enzyme is a semantic search and pattern discovery engine for Obsidian vaults that uses 'catalysts' to surface latent connections and clusters based on tags, links, and temporal activity.

A lightweight filesystem MCP server that enables Claude to securely save text content to local files with automatic filename generation, validation, and protection against directory traversal.

A specialized MCP server for querying and downloading datasets from the ColabFit database, a resource dedicated to materials science data.

Enables LLMs to download, parse, and analyze SEC EDGAR filings, including 10-K/Q reports, XBRL financial statements, and insider trading data. It provides structured access to institutional holdings, corporate events, and financial facts for comprehensive investment research.

Enables comprehensive Slack workspace integration through AI assistants, allowing users to manage channels, send messages, upload files, search conversations, and interact with users through natural language commands.

A comprehensive data management MCP server for Parquet files featuring full CRUD operations, schema evolution, and high-efficiency audit logging with rollback capabilities. It also supports semantic search through OpenAI embeddings and provides detailed file statistics for structured data analysis.

A local note-taking server that provides intelligent management of markdown files through hybrid keyword and AI-powered semantic search. It enables users to create, find, and retrieve notes using advanced indexing, vector embeddings, and a built-in web viewer.

A SQLite-backed expense management server that allows users to add, list, and total expenses through natural language using FastMCP and LLM integration.

Provides controlled access to llms.txt documentation files through MCP tools, allowing AI assistants to fetch and read documentation from user-approved domains with full audit visibility of tool calls and context retrieval.

Analyzes 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.

A demonstration MCP server project showcasing foundational patterns for tool management, file operations, and Google ADK integration using TypeScript.

Enables binary comparison capabilities by leveraging IDA Pro and BinDiff to analyze similarities and differences between files. Users can perform automated function analysis to identify changed functions and compare original binaries against patched versions.

An MCP server that enables control over local audio playback through virtual devices, allowing users to play, stop, and monitor audio files with built-in path safety.

A pure prompt-provider MCP server that assists Claude in managing project context, task parsing, and code reviews through structured instructions without direct file access.

Enables interaction with Substack publications through natural conversation, allowing users to create posts with cover images, publish notes, manage content, and retrieve profile information.

A comprehensive Linux system management MCP server that enables LLMs to monitor system metrics, control processes, manage Docker containers, and even perform self-editing of its own workspace and environment.

A comprehensive MCP server for interacting with Freepik's API, enabling AI image generation via Seedream 4.0, natural language image editing, and extensive search and download capabilities for stock assets.

Converts Markdown text to Word documents via HTTP API, providing temporary download links with automatic file cleanup after 2 hours.

Integrates Brewteco APIs with AI assistants, enabling natural language queries for sales data, product performance, team analytics, customer segmentation, and detailed customer profiles across multiple store locations.

A versatile MCP server that transforms numerous file formats (Office docs, PDFs, images, audio) and web content (YouTube, Bing, URLs) into clean Markdown for LLM consumption.

A stateful architectural gatekeeper that prevents AI coding bugs by enforcing a multi-step verification process and human-in-the-loop approval before allowing file edits.

Provides semantic search and management of shared documentation using ChromaDB and OpenAI embeddings. It enables users to query local documents by meaning, list files, and read content through natural language tools.

A Model Context Protocol server for managing S3-compatible storage, allowing LLMs to list buckets, browse objects, and read, upload, or delete files.

Enables persistent SSH sessions and SFTP file transfers with native GUI credential prompts for secure remote server management. It supports background command execution, session pooling, and automatic connection reuse across multiple commands.

A comprehensive music design system that allows AI to compose music using deterministic YAML arrangements. It provides 37 tools for managing patterns, styles, and structures that compile into Score IR and MIDI files.