File Systems

A robust coding and shell agent that provides highly integrated terminal access, smart file editing with syntax validation, and context preservation for seamless task resumption.

A long-term memory MCP server using Mem0 and PostgreSQL vector storage to provide AI agents with persistent, semantic memory capabilities.

A robust MCP server for secure local file management, enabling AI models to read, write, search, and manipulate files and directories through a controlled API.

A Model Context Protocol server for searching and downloading academic papers from multiple sources including arXiv, PubMed, bioRxiv, and Google Scholar.

A document conversion server powered by Pandoc that enables seamless bidirectional transformation between numerous formats including PDF, DOCX, Markdown, and LaTeX. It supports advanced features like styling via reference documents and custom Pandoc filters.

A comprehensive MCP server for Ruby on Rails that provides tools for route inspection, database schema retrieval, model analysis via Prism, and sandboxed Ruby execution across multiple projects.

Embeddings, vector search, document storage, and full-text search with the open-source AI application database

A unified Language Server Protocol (LSP) bridge for MCP, providing advanced semantic code analysis, refactoring, and project exploration for TypeScript, Rust, Go, and more.

A universal CPU profiling server that provides a unified interface for profiling applications across multiple languages and runtimes using Docker or native host tools.

MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook/mail, files, Excel, calendar)

MCP server that brings AI to your Xcode projects, enabling intelligent code assistance, file operations, project management, and automated development tasks.

A tool that bridges Figma designs to code generation, allowing AI agents to convert Figma node URLs into pixel-perfect HTML, CSS, React, and Tailwind code with automated image localization.

DroidMind is an MCP server that provides AI assistants with secure, low-level control over Android devices via ADB, enabling UI automation, app management, and system diagnostics.

This MCP server integrates BloodHound with AI models to analyze Active Directory and Azure environments using natural language, leveraging over 75 specialized tools based on Cypher queries.

A code intelligence server that indexes local codebases into graph databases (Neo4j or FalkorDB) to perform deep analysis of function call chains, class hierarchies, and code complexity.

MCP (Model Context Protocol) Server. Enables AI to interact with local system resources through a secure, configurable server that provides browser automation, file operations, and command execution with robust security measures.

A robust MCP server that enables AI agents to interact with Obsidian vaults via the Local REST API, supporting full note lifecycle management, metadata editing, and high-performance cached global search.

A high-performance codebase indexing and semantic search server for AI assistants, providing incremental search and multi-encoding support for local projects and WSL environments.

Skillz converts local Claude-style skills (SKILL.md and scripts) into callable tools and resources for any MCP client, supporting directory-based discovery and sandboxed execution.

An MCP server implemented as a VS Code extension that exposes the editor's filesystem, symbol search, diagnostics, and terminal capabilities to AI agents.

A robust bridge for Obsidian vaults that provides safe read/write access, tag management, and advanced search capabilities while preserving frontmatter integrity.

A versatile tool that transforms any OpenAPI specification into an MCP server, allowing users to bundle specific API endpoints and existing stdio servers into a single, unified interface.

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

A comprehensive MCP server that brings Claude Code's project-wide file manipulation, command execution, and agentic delegation capabilities to any MCP-compatible environment.

A context management tool that generates LLM-ready structured documentation from codebases, supporting modular configurations for files, git diffs, and repositories via MCP.

A cross-platform file search server that integrates with Windows Everything SDK, macOS Spotlight, and Linux locate command for ultra-fast filename and metadata retrieval.

A local-first runtime and secure gateway for AI agents that provides a controlled environment for running MCP tools with explicit folder mounting and permission boundaries.

A codebase analysis server that identifies critical files through dependency mapping and importance scoring, offering visualization via Mermaid diagrams and persistent file summaries.

A specialized MCP server for Android reverse engineering that provides tools for decoding, analyzing, and modifying APK files using Apktool and Smali code analysis.

Bridges AI models with Obsidian knowledge bases, providing comprehensive tools for full-text search, note management, folder operations, and automated strategic insights through the Local REST API.