Filesystem

Integrates with Amazon Nova Reel 1.1 through AWS Bedrock to generate videos from text prompts with configurable duration, frame rate, and dimensions, including job tracking, S3 storage, and detailed prompting guidelines for camera control and narrative structure.

Provides a bridge to Amazon S3 storage services for listing buckets, browsing objects, retrieving file contents, uploading, downloading, and deleting files directly from conversations.

Provides persistent memory capabilities for coding contexts using ChromaDB vector storage and semantic search, enabling storage and retrieval of coding memories with AI-generated keywords, automated memory network evolution, and contextual assistance across development sessions.

Provides local-first persistent memory with episodic and semantic storage, enabling context retention across sessions and knowledge graph building from conversations.

Enables secure access to Android project files for browsing and analyzing source code, with validation for authentic projects and filtering to prevent access to sensitive directories.

Explore AOSP framework internals and Jetpack library source code with on-demand access to actual Android source files.

by mrmike

Converts SVG files to Android VectorDrawables with optimization and provides ADB logcat analysis for debugging crashes, ANRs, and application state monitoring.

Access and interact with anime and manga data seamlessly. Retrieve detailed information about your favorite shows, characters, and user profiles with ease. Enhance your LLM applications with rich anime and manga content from AniList.

Provides persistent note-taking and task management through JSON file storage, enabling creation and management of pages with checkable annotations for structured personal knowledge bases and todo lists.

Provides infrastructure automation through Ansible with project-based configuration management, playbook execution with idempotence testing, inventory management with diff capabilities, Vault operations for secrets handling, Galaxy dependency management with lock files, and role scaffolding utilities.

Integrates with Ansible Automation Platform, OpenShift, and Event-Driven Ansible to enable advanced automation workflows, inventory management, and job template execution for DevOps teams.

by rlopez133

Maintain persistent user profiles and context across conversations.

Enables AI agents to interact with GraphQL APIs by exposing operations as tools, supporting both local schema files and Apollo GraphOS integration with features for introspection and custom scalar mapping.

by apollographql

Provides a resource-based interface for accessing and utilizing UI components from the AppointySaastak library, serving login interface templates with associated HTML, CSS, and JavaScript files for streamlined development workflows.

Assembles optimized codebase context for AI coding by selecting only relevant files through hybrid search and dependency graph analysis.

Local-first project architecture storage for modules, data flows, scripts, and design documentation.

by theSharque

Provides Java legacy modernization tools including AST-based code generation, template-driven generation, source code parsing, JSP analysis, bytecode analysis, and OpenRewrite integration for automated refactoring and migration workflows.

Architecture & Dependency Tracker — MCP server + CLI + interactive web viewer for AI-driven development

by un9071

MCP Server for ArthHub storage system with full file and directory management

by ArthHub Team

MCP server for Wiki.js and Google Drive

by GitLab CI/CD

Analyzes audio files from local sources, YouTube, or URLs using librosa to extract musical features like tempo, duration, and spectral characteristics with visualization capabilities for spectrograms, waveforms, and chromagrams.

Reads, writes, and scans metadata tags in MP3, FLAC, and OGG audio files with support for ISRC codes and directory-level audits.

Enables audio playback control on your computer through a secure, directory-isolated interface that can play MP3, WAV, and OGG files from a designated folder.

Integrates with the Australian Bureau of Statistics API to provide access to statistical datasets for economic analysis, demographic research, and data-driven policy making.

Discover co-authors and collaboration networks for any researcher. Extract research interests and keywords from scholar profiles to understand expertise. Accelerate literature review and team scouting with unified author insights.