Security-focused detector flags credential leaks, prompt injections, tool poisoning, and protocol violations across various implementations.

Real-time system metrics exposed via MCP for LLMs, covering CPU, memory, disk, network, host, and process data.

OpenCV-powered vision toolkit delivering real-time object detection, face recognition, and video analytics for AI assistants.

Lightweight JVM monitoring using only native JDK tools, with remote SSH support and no agent required.

Safe, read-only iMessage access for LLMs with automatic macOS permission handling, phone-number validation, and rich attachments metadata.

Typst integration enabling LaTeX↔Typst conversion, syntax validation, and image rendering with a clean, tool-based interface for developers.

Bridge AI agents to query prices, NFT ownership, and cross-network data via Alchemy APIs.

AI-enabled YouTrack access; rich custom fields, attachments, and REST API for seamless issue workflows.

An MCP-based robotic server bridging Arduino/ESP32 with Claude AI for real-time control of LEDs, motors, servos, and sensors.

Production-ready MXCP framework with YAML config, SQL/Python endpoints, security, audits, drift detection, and policy enforcement.

Natural language orchestration across Microsoft 365 tools, chaining CLI commands to perform complex tasks across Entra ID, SharePoint, Teams, Power Platform, and more.

Vector-enabled semantic search with metadata and content filtering, backed by a persistent local Chroma store. It offers CRUD document management and robust search capabilities, designed for rapid prototyping of contextual retrieval workflows across knowledge bases.

CalDAV-based tooling enabling AI assistants to create and list calendar events via a standard protocol.

Open integration delivering fast, trusted RAG with Vectara, supports HTTP/SSE and STDIO, secure auth, and Claude Desktop compatibility.

Claude Desktop integration with multi-registry Kafka Schema Registry, contexts, migrations, secure exports, and production safety.

Universal interface enabling AI agents to retrieve Hologres metadata and execute SQL seamlessly with plan insights.

SSH-powered bridge enabling AI workflows to securely run remote commands and transfer files via the Model Context Protocol, with local credential isolation and robust command filtering.

Automates PlayCanvas Editor tasks through a Claude-driven assistant to manage entities, assets, and scenes.

Provides structured blockchain data access via Bankless API, with contract reads, ABIs, event logs, and transaction insights.

Unified content extraction toolkit with AI cleaning and summaries, pure Python, asynchronous processing, and flexible engine configuration.

Bridges AI assistants with PubMed to search, fetch metadata, and analyze biomedical literature, including full-text PDF access.

Dual-model integration with Claude Desktop, featuring long-context reasoning and robust configuration in a Node.js/TypeScript environment.

Distills large codebases into AI-friendly context by extracting public APIs and types, enabling MCP integrations for AI copilots.

Real-time vulnerability auditing with remote registry checks, comprehensive reports, and automatic remediation guidance across npm ecosystems.