File Systems

MCP (Model Context Protocol) Server. Integrates with the Flutter SDK to analyze and fix Dart/Flutter files, enabling automated code analysis and improvement suggestions for Flutter development.

An intelligent mind mapping toolkit that converts multiple file formats like Markdown, Word, and Excel into XMind maps with AI-powered structure analysis and optimization.

🚀 MCP server for generating Bruno API testing files programmatically. Create collections, environments, requests, and test scripts using AI clients like Claude Desktop.

Enables Claude to access Windows screenshots from WSL2 or native Windows environments by automatically detecting screenshot directories via registry and system paths.

An MCP server that renders ECharts configurations into high-quality PNG images, enabling AI assistants to create professional data visualizations like bar, line, and pie charts.

Provides comprehensive audio input and output capabilities for AI assistants, allowing them to list hardware devices, record from microphones, and play audio files or recordings.

A Canvas LMS integration for AI systems that provides seamless access to educational data including courses, assignments, quizzes, and syllabi via natural language.

Enable documentation access for the AI agent, supporting llms.txt and other remote or local files.

MCP (Model Context Protocol) Server. Lightweight, file-based memory storage for maintaining persistent context across conversations using simple text operations.

MCP (Model Context Protocol) Server. Provides direct access to local filesystem operations for reading file contents and listing directory entries through a FastMCP-powered server that supports both stdio and SSE transport modes.

Dynamic Azure DevOps MCP server with directory-based authentication switching, supporting work items, repositories, builds, pipelines, and multi-project management with local configuration files.

A specialized MCP server that automatically converts README files into structured Product Requirements Documents (PRDs) by extracting key features and project descriptions.

A Zettlekasten-inspired persistent memory system using ChromaDB to provide AI agents with semantic search, evolving memory networks, and contextual awareness across coding sessions.

A robust integration for self-hosted Gitea platforms that enables full repository lifecycle management, including smart project synchronization and multi-instance support.

MCP (Model Context Protocol) Server. Integrates Python development tools for file operations, code analysis, project management, and safe code execution, enabling advanced programming workflows and automated testing.

MCP (Model Context Protocol) Server. Provides file operations for reading, writing, and editing on host systems.

A structured memory server that manages domain-specific context through organized markdown files, allowing AI to maintain long-term, categorical knowledge for complex projects.

A semantic code search engine that provides AI agents with structural context across 166+ languages using hybrid search and AST-aware chunking.

MCP (Model Context Protocol) Server. Enables interaction with PDF and EPUB documents for reading, analyzing content, and extracting information from document files.

A robust MCP server that connects AI assistants to your Obsidian vault via a local REST API, featuring automatic failover, health monitoring, and semantic search capabilities.

A robust LDAP directory interface for MCP clients, enabling search, retrieval, and full CRUD management of directory entries with support for StartTLS and secure authentication.

codesession — Track AI agent costs, tokens, files & commits. Session tracker for Claude Code, OpenClaw, Codex, GPT, Cursor, Windsurf, Cline & any AI agent. Budget enforcement, auto-pricing, MCP server, web dashboard. Also known as codesession-cli, code se

This MCP server enables AI assistants to provision and manage vendor-independent cloud infrastructure, specifically focusing on MinIO storage bucket management and local file interactions.

MCP (Model Context Protocol) Server. Provides voice transcription capabilities by processing audio files with the FunAudioLLM/SenseVoiceSmall model, returning text with confidence scores for AI workflows.

MCP (Model Context Protocol) Server. Converts web content to high-quality Markdown using Mozilla's Readability and TurndownService, enabling clean extraction of meaningful content from URLs or HTML files for analysis and document conversion.

MCP (Model Context Protocol) Server. Enables Claude to execute terminal commands and edit files on your local machine through a secure, diff-based approach with command blacklisting and path validation.

MCP (Model Context Protocol) Server. Provides tools for sending prompts to Gemini 2.5 Pro with full file context, enabling second opinions and expert code reviews with gitignore-aware directory traversal.

MCP (Model Context Protocol) Server. Integrates with LanceDB vector database to enable efficient storage, retrieval, and similarity search of vector embeddings with associated metadata for semantic search and recommendation systems.

A unified MCP server that provides Slack integration with OAuth 2.0 and JWT authentication, enabling secure messaging and workspace management.

MCP (Model Context Protocol) Server. Provides a SQL interface for querying and managing Apache Iceberg tables through connections to Iceberg REST catalogs and S3-compatible storage, enabling data analysts to interact with data lakes without switching contexts.