File Systems

Analyzes C++ source code to automatically generate UML class diagrams in PlantUML format, extracting classes, inheritance relationships, and member visibility from directories or file contents.

A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

Provides agent coordination for Claude Code through a shared blackboard, decision tracking with rationale, and local semantic search over git-trackable JSONL files. It enables users to assemble tailored context packages and manage a lightweight knowledge graph for complex development tasks.

BrowserAct MCP Server is a standardized MCP service that lets MCP clients connect to the BrowserAct platform to discover and run browser automation workflows, access results/files and related storage, and trigger real-world actions via natural language.

An Excel-focused MCP server and AI agent that automates employee classification by calculating experience, updating designations, and assigning salary bands based on pre-defined rules.

Provides AI tools for generating project planning documents including technical design plans, phase-based task checklists, and detailed role definitions as plain text files.

Enables users to download HuggingFace models through natural language requests with support for file filtering, size limits, and custom download directories. Supports various AI development environments including Claude Desktop, VS Code, and Cursor.

A specialized MCP server for loading, parsing, and validating LAML (YAML-based markup language) documents directly from the filesystem.

A bridge between Claude Desktop, Claude Code CLI, and VS Code that enables cross-interface project management, file operations, and CLI task delegation.

A specialized directory visualization tool that provides smart, filtered tree views of project structures with cross-platform support and automatic dependency management.

Enables AI coding tools like Cursor to access Figma design files and metadata, allowing accurate one-shot implementation of designs in any framework by providing simplified layout and styling information from the Figma API.

Enables comprehensive interaction with the GitHub API, including file operations, repository management, issue tracking, pull request workflows, and advanced search functionality across code, issues, and users.

A Google Drive MCP server that enables AI assistants to browse, search, read, and manage files and folders using the official Google Drive API.

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.

MasterGo Magic MCP connects AI models with MasterGo design tools, allowing for the direct retrieval and processing of DSL data from design files for analysis and manipulation.

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.

A comprehensive MCP server enabling LLMs to interact with GitHub for repository management, issue tracking, commit history retrieval, and user statistics via the official TypeScript SDK.

Enables management of WordPress sites hosted on SiteBay platform through natural language, including site creation, executing WP-CLI commands, file editing, and server operations.

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

A tool for analyzing Power BI (.pbix) files, enabling LLMs to explore data models, extract DAX measures, view Power Query transformation code, and query table contents.

Connects to Rememberizer.ai to perform semantic and agentic search across Slack, Gmail, Google Drive, and Dropbox repositories. It enables AI-powered retrieval of personal/team knowledge and allows users to save new information for future recall.

Provides custom prompts for Amazon Q by serving markdown files from the local filesystem as prompt templates through the Model Context Protocol.

An MCP server for searching and exploring MCP servers from the Glama MCP directory. This server provides tools to search for MCP servers, get detailed information about specific servers, and explore available server attributes using the Glama MCP API.

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.

A Python-based MCP server that allows AI agents to search for files within a filesystem using path fragments, returning detailed metadata like size and creation dates.

A graph-based semantic memory server using SQLite vec0 and Ollama to provide vector-based storage, retrieval, and relationship management for AI agents.