File Systems

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. Integrates Python development tools for file operations, code analysis, project management, and safe code execution, enabling advanced programming workflows and automated testing.

A specialized MCP server for web crawling and documentation extraction that transforms websites into clean, structured markdown optimized for AI context and RAG systems.

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

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

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 structured project management server that enables AI agents to decompose complex objectives into JSON-tracked checklists, preserving context and progress across multiple sessions.

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 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.

MCP Server providing a standardized interface for converting (1) Excel or CSV data into JSON format ;(2) Excel(.xlsx) file into Structured JSON.

MCP (Model Context Protocol) Server. Integrates with Codeforces competitive programming platform to retrieve contest information, user profiles, submission histories, and rating changes for performance analysis and contest preparation.

Sample MCP Server on Azure that lists images from Blob Storage and describes them using Azure OpenAI (gpt-4o vision).

MCP server for filesystem operations

Connect Claude AI to your Nextcloud via the Model Context Protocol. Browse, search, and manage files through natural conversation.

Memex is a persistent memory layer for AI agents that manages a local knowledge base of guides and contexts using semantic vector search and a structured markdown file system.

Runtime security proxy for MCP: lockfile enforcement, drift detection, artifact pinning, Sigstore/Ed25519 signing, CEL policy, OpenTelemetry tracing. Works with Claude Desktop, LangChain, AutoGen, CrewAI.

📁 Secure, efficient MCP filesystem server - token-saving batch operations with project root confinement

SDK to build Agents in rust. Build and manage complex, self-correcting agent teams. Launch multi-agent systems via configuration files or using an Agent Factory. It's the robust framework for orchestrating intelligent agents using open standards (MCP, A2A).

A comprehensive MCP server that integrates with the Algolia HackerNews API to search stories, retrieve trending posts, analyze comment threads, and access user profile data.

- An MCP server for Bluesky, a decentralized social network. It enables automated interactions with the AT Protocol, supporting features like posting, liking, reposting, timeline management, and profile operations.

A tool-capable MCP server that integrates with YouTube and yt-dlp to allow Large Language Models to search, download, and manage music playback locally.

A comprehensive MCP server that enables remote hardware control of ESP32 CYD boards, including display drawing, touch input sensing, GPIO manipulation, and system monitoring over WebSockets.

A sovereign MCP server that enables a 100% local AI agent with persistent memory and recursive governance through the Spiral Protocol. It binds the 'back-to-the-basics' action layer with 'threshold-protocols' for governed, stateful execution.

A personal information management server that organizes data into dynamic topics with support for AES-256 encryption and OTP authentication. It enables structured metadata tracking and batch operations for tasks, contacts, and personal records.

MCP (Model Context Protocol) Server. Provides AI access to Hotwire Turbo documentation, exposing individual files as tools for targeted retrieval of specific features like Drive, Frames, Streams, and page refreshes.

A specialized MCP server that transforms Windows minidump files into readable stack traces and provides AI-powered crash analysis to help developers identify root causes of application failures.

A toolset designed for AI agents to perform secure file system operations, Git management, and project command execution within a scoped directory.

Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves tokens.

A local-first documentation and source code indexer that provides fast full-text search, AST-based code intelligence, and impact analysis via the Model Context Protocol.

An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.